diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..0d509c319b755e9def5fbc3cb0cd1b67b5a6ffc4 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +software-BERT_CRF/model_weights.hdf5 filter=lfs diff=lfs merge=lfs -text +context_bert/model_weights.hdf5 filter=lfs diff=lfs merge=lfs -text +software-BERT/model_weights.hdf5 filter=lfs diff=lfs merge=lfs -text +context_used_bert/model_weights.hdf5 filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..dc487775e84c867648169e7706eb48efaa95e64c --- /dev/null +++ b/README.md @@ -0,0 +1,16 @@ +--- +license: apache-2.0 +--- + +# Softcite models developed in the SoFAIR EU Project +The goal of this GROBID module is to recognize any software mentions in scholar textual documents, publisher XML and PDF. +It uses as training data the Softcite Dataset developed by James Howison Lab at the University of Texas at Austin. +This annotated corpus and the present software text mining component have been developed supported by a grant from the Alfred P. Sloan foundation to improve credit for research software. + +Github: https://github.com/softcite/software-mentions + +Original author: Patrice Lopez +Current authors: SoFAIR Project + + +These models have been migrated from AWS S3. \ No newline at end of file diff --git a/context_bert/config.json b/context_bert/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6c1f3a7a4637841e84f327d56f266f4a2bf02123 --- /dev/null +++ b/context_bert/config.json @@ -0,0 +1,20 @@ +{ + "model_name": "context_bert", + "architecture": "bert", + "embeddings_name": null, + "char_embedding_size": 25, + "word_embedding_size": 0, + "dropout": 0.5, + "recurrent_dropout": 0.25, + "maxlen": 100, + "dense_size": 32, + "use_char_feature": false, + "list_classes": [ + "used", + "creation", + "shared" + ], + "fold_number": 1, + "batch_size": 32, + "transformer_name": "michiyasunaga/LinkBERT-base" +} \ No newline at end of file diff --git a/context_bert/model_weights.hdf5 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"larval": 17515, + "##emp": 17516, + "##CAL": 17517, + "owner": 17518, + "IJ": 17519, + "Kin": 17520, + "##tains": 17521, + "Yi": 17522, + "detrim": 17523, + "Fib": 17524, + "reflections": 17525, + "2007),": 17526, + "Ratio": 17527, + "##ellum": 17528, + "##image": 17529, + "basically": 17530, + "##encephal": 17531, + "ICD": 17532, + "##iasis": 17533, + "##piration": 17534, + "1986;": 17535, + "expense": 17536, + "aj": 17537, + "##lism": 17538, + "STR": 17539, + "##ás": 17540, + "##depress": 17541, + "declar": 17542, + "grasp": 17543, + "immunoblot": 17544, + "McK": 17545, + "Outcome": 17546, + "##nk": 17547, + "##.34": 17548, + "##apt": 17549, + "Bras": 17550, + "decentral": 17551, + "##00)": 17552, + "ship": 17553, + "JJ": 17554, + "##ibt": 17555, + "cylindrical": 17556, + "amp": 17557, + "121": 17558, + "##ounted": 17559, + "superoxide": 17560, + "Bob": 17561, + "terminology": 17562, + "cure": 17563, + "(2013).": 17564, + "CY": 17565, + "##hoc": 17566, + "enroll": 17567, + "Simon": 17568, + "##nisse": 17569, + "lever": 17570, + "##fung": 17571, + "⎜": 17572, + "Inhibition": 17573, + "Heter": 17574, + "diameters": 17575, + "habits": 17576, + "Later": 17577, + "##chaft": 17578, + "propensity": 17579, + "##degree": 17580, + "ambiguous": 17581, + "##/100": 17582, + "universe": 17583, + "Thompson": 17584, + "irrigation": 17585, + "##Qi": 17586, + "peroxide": 17587, + "Financial": 17588, + "ultra": 17589, + "Smart": 17590, + "deemed": 17591, + "besides": 17592, + "##=\"": 17593, + "roll": 17594, + "Pare": 17595, + "##acs": 17596, + "##ster": 17597, + "Clinic": 17598, + "[31].": 17599, + "##western": 17600, + "neurom": 17601, + "##icin": 17602, + "vend": 17603, + "##FM": 17604, + "organisation": 17605, + "##grid": 17606, + "dissolution": 17607, + "##COM": 17608, + "eliminating": 17609, + "conception": 17610, + "Media": 17611, + "##atever": 17612, + "examines": 17613, + "Pop": 17614, + "twe": 17615, + "ANALY": 17616, + "sag": 17617, + "##five": 17618, + "suffered": 17619, + "Kumar": 17620, + "##μν": 17621, + "##ente": 17622, + "departments": 17623, + "PJ": 17624, + "supercon": 17625, + "##patients": 17626, + "mTOR": 17627, + "##CMV": 17628, + "TW": 17629, + "residence": 17630, + "bac": 17631, + "fist": 17632, + "quoti": 17633, + "##'.": 17634, + "##AMA": 17635, + "##ertation": 17636, + "theme": 17637, + "##sum": 17638, + "IQ": 17639, + "##acrylamide": 17640, + "##2.1": 17641, + "FW": 17642, + "architectural": 17643, + "##enstr": 17644, + "##portion": 17645, + "Images": 17646, + "tandem": 17647, + "tuned": 17648, + "Staphyl": 17649, + "##ammer": 17650, + "logarithmic": 17651, + "##-26": 17652, + "Ja": 17653, + "designers": 17654, + "##este": 17655, + "##orbent": 17656, + "digested": 17657, + "Anth": 17658, + "transfusion": 17659, + "voting": 17660, + "Epidemiology": 17661, + "aquatic": 17662, + "AW": 17663, + "##black": 17664, + "AML": 17665, + "##1):": 17666, + "Biosystems": 17667, + "topical": 17668, + "weit": 17669, + "Instruments": 17670, + "refractory": 17671, + "##Bu": 17672, + "Reyn": 17673, + "Master": 17674, + "visibility": 17675, + "##epit": 17676, + "##ramer": 17677, + "Andrew": 17678, + "integrin": 17679, + "##Er": 17680, + "translate": 17681, + "formalism": 17682, + "Singh": 17683, + "DFT": 17684, + "SCH": 17685, + "Great": 17686, + "[15],": 17687, + "residential": 17688, + "##30,": 17689, + "elliptic": 17690, + "tam": 17691, + "##shot": 17692, + "##EPT": 17693, + "nodules": 17694, + "##asks": 17695, + "fibres": 17696, + "distinctive": 17697, + "bos": 17698, + "printed": 17699, + "(‘": 17700, + "senes": 17701, + "modal": 17702, + "##timation": 17703, + "overload": 17704, + "turbulence": 17705, + "EST": 17706, + "##odynamics": 17707, + "supervision": 17708, + "##peak": 17709, + "referring": 17710, + "##complex": 17711, + "##,’’": 17712, + "##ania": 17713, + "##ropl": 17714, + "ili": 17715, + "Shim": 17716, + "Engl": 17717, + "2006),": 17718, + "replicated": 17719, + "##quid": 17720, + "utilizes": 17721, + "formulate": 17722, + "occasionally": 17723, + "##104": 17724, + "illustration": 17725, + "Neurol": 17726, + ".,": 17727, + "∼=": 17728, + "##NM": 17729, + "##selective": 17730, + "experiencing": 17731, + "⊥": 17732, + "##∞)": 17733, + "segregation": 17734, + "##door": 17735, + "Beck": 17736, + "ances": 17737, + "dates": 17738, + "phosphorus": 17739, + "##kar": 17740, + "capturing": 17741, + "##Tc": 17742, + "##bounded": 17743, + "hypothetical": 17744, + "meter": 17745, + "gy": 17746, + "waveforms": 17747, + "##EW": 17748, + "Sz": 17749, + "mir": 17750, + "bere": 17751, + "deduced": 17752, + "##hist": 17753, + "##rell": 17754, + "PTSD": 17755, + "Domain": 17756, + "malicious": 17757, + "##occur": 17758, + "(1992)": 17759, + "separating": 17760, + "knowing": 17761, + "##iteria": 17762, + "##astatin": 17763, + "##′.": 17764, + "̂": 17765, + "##alis": 17766, + "##cu": 17767, + "##Ste": 17768, + "percentile": 17769, + "Ker": 17770, + "4.8": 17771, + "##1.6": 17772, + "##athan": 17773, + "##ère": 17774, + "##bles": 17775, + "Mun": 17776, + "##002": 17777, + "clinics": 17778, + "spontaneously": 17779, + "islands": 17780, + "2005),": 17781, + "2.4.": 17782, + "Coul": 17783, + "Determination": 17784, + "0.05.": 17785, + "(7).": 17786, + "7.0": 17787, + "xyl": 17788, + "##lational": 17789, + "8%": 17790, + "Æ": 17791, + "##orig": 17792, + "0.09": 17793, + "allo": 17794, + "altitude": 17795, + "situated": 17796, + "annotations": 17797, + "lethal": 17798, + "packing": 17799, + "award": 17800, + "aluminum": 17801, + "##oen": 17802, + "salinity": 17803, + "digit": 17804, + "##ANCE": 17805, + "Pak": 17806, + "sph": 17807, + "Ash": 17808, + "##acid": 17809, + "script": 17810, + "nov": 17811, + "Blut": 17812, + "##∞,": 17813, + "wants": 17814, + "grades": 17815, + "Dynamics": 17816, + "ICA": 17817, + "Infect": 17818, + "mappings": 17819, + "##–18": 17820, + "##.31": 17821, + "##sel": 17822, + "##olateral": 17823, + "##score": 17824, + "regressions": 17825, + "editors": 17826, + "Od": 17827, + "##ican": 17828, + "plateau": 17829, + "immature": 17830, + "##hyd": 17831, + "225": 17832, + "230": 17833, + "Lancet": 17834, + "minus": 17835, + "##bst": 17836, + "Action": 17837, + "175": 17838, + "Cond": 17839, + "Poli": 17840, + "##poly": 17841, + "CU": 17842, + "134": 17843, + "harmful": 17844, + "tunn": 17845, + "traditionally": 17846, + "glauc": 17847, + "UT": 17848, + "fluctuation": 17849, + "Opin": 17850, + "referral": 17851, + "Monitoring": 17852, + "##SAR": 17853, + "Poll": 17854, + "wastewater": 17855, + "##raulic": 17856, + "Dub": 17857, + "Solid": 17858, + "##entist": 17859, + "##income": 17860, + "kernels": 17861, + "6%": 17862, + "JD": 17863, + "##ismic": 17864, + "poses": 17865, + "##pirical": 17866, + "rescue": 17867, + "Video": 17868, + "Tag": 17869, + "clouds": 17870, + "viewpoint": 17871, + "thermodynamic": 17872, + "##wart": 17873, + "elicit": 17874, + "scalable": 17875, + "Klein": 17876, + "##titutional": 17877, + "##ordan": 17878, + "merging": 17879, + "##aphr": 17880, + "opioid": 17881, + "psychosocial": 17882, + "##ACH": 17883, + "##ogs": 17884, + "algebras": 17885, + "Retrie": 17886, + "circadian": 17887, + "submit": 17888, + "substitute": 17889, + "[31]": 17890, + "34,": 17891, + "prioriti": 17892, + "##diagn": 17893, + "commut": 17894, + "##inhib": 17895, + "##ranean": 17896, + "Belgium": 17897, + "##ierten": 17898, + "##TNF": 17899, + "##-28": 17900, + "Nash": 17901, + "##amento": 17902, + "Brit": 17903, + "Coord": 17904, + "imbalance": 17905, + "##atri": 17906, + "189": 17907, + "Soci": 17908, + "##lower": 17909, + "10,000": 17910, + "litter": 17911, + "wen": 17912, + "ahead": 17913, + "steep": 17914, + "Context": 17915, + "issued": 17916, + "caregivers": 17917, + "Objective": 17918, + "[15,": 17919, + "##Ber": 17920, + "##kb": 17921, + "coval": 17922, + "##annon": 17923, + "##ectable": 17924, + "##tribute": 17925, + "readings": 17926, + "Matrix": 17927, + "##UME": 17928, + "potency": 17929, + "45.": 17930, + "cosm": 17931, + "ug": 17932, + "endpoints": 17933, + "##ortions": 17934, + "Shi": 17935, + "##QP": 17936, + "##11/": 17937, + "##arger": 17938, + "##ilis": 17939, + "packages": 17940, + "LG": 17941, + "enters": 17942, + "residuals": 17943, + "##avir": 17944, + "sper": 17945, + "transmitting": 17946, + "SCC": 17947, + "filaments": 17948, + "perceive": 17949, + "##bris": 17950, + "attending": 17951, + "##1000": 17952, + "please": 17953, + "Ori": 17954, + "valence": 17955, + "disciplines": 17956, + "Sak": 17957, + "spheres": 17958, + "allerg": 17959, + "##OLD": 17960, + "##asian": 17961, + "Fish": 17962, + "violation": 17963, + "kil": 17964, + "indexed": 17965, + "##hospital": 17966, + "narrative": 17967, + "##server": 17968, + "cessation": 17969, + "proposals": 17970, + "dd": 17971, + "##ingen": 17972, + "existed": 17973, + "##generative": 17974, + "sake": 17975, + "2004),": 17976, + "##ewe": 17977, + "Speech": 17978, + "136": 17979, + "amel": 17980, + "matters": 17981, + "counterpart": 17982, + "router": 17983, + "ACh": 17984, + "qi": 17985, + "50.": 17986, + "Cluster": 17987, + "Comparative": 17988, + "Tax": 17989, + "Regulation": 17990, + "##asse": 17991, + "##cox": 17992, + "Triton": 17993, + "##abine": 17994, + "phenol": 17995, + "phe": 17996, + "memories": 17997, + "##ampl": 17998, + "Does": 17999, + "regularization": 18000, + "decomposed": 18001, + "Ontario": 18002, + "1992,": 18003, + "electronics": 18004, + "##.36": 18005, + "sender": 18006, + "priming": 18007, + "Right": 18008, + "cows": 18009, + "##tn": 18010, + "##linik": 18011, + "inherited": 18012, + "15-": 18013, + "##sivity": 18014, + "sell": 18015, + "##Red": 18016, + "aa": 18017, + "transit": 18018, + "appendix": 18019, + "Eastern": 18020, + "Barb": 18021, + "##vs": 18022, + "pigment": 18023, + "Much": 18024, + "reflux": 18025, + "##rez": 18026, + "song": 18027, + "wenn": 18028, + "monomer": 18029, + "Biosciences": 18030, + "##ROM": 18031, + "enum": 18032, + "/1": 18033, + "lacks": 18034, + "triplicate": 18035, + "Ã": 18036, + "##aco": 18037, + "mesenchymal": 18038, + "gyrus": 18039, + "injured": 18040, + "##bedded": 18041, + "##tidine": 18042, + "surprisingly": 18043, + "Harvard": 18044, + "Roman": 18045, + "##electro": 18046, + "##:7": 18047, + "##ASS": 18048, + "##ylvan": 18049, + "Overview": 18050, + "##hot": 18051, + "##iders": 18052, + "Approximately": 18053, + "##ickel": 18054, + "##GHz": 18055, + "til": 18056, + "gravitational": 18057, + "##ofib": 18058, + "##ortium": 18059, + "conjecture": 18060, + "granules": 18061, + "##inux": 18062, + "Carolina": 18063, + "payoff": 18064, + "2008),": 18065, + "earliest": 18066, + "alternating": 18067, + "disadvantages": 18068, + "brains": 18069, + "##gener": 18070, + "[30]": 18071, + "##seq": 18072, + "Hung": 18073, + "hardly": 18074, + "floating": 18075, + "sheets": 18076, + "Parameters": 18077, + "Sche": 18078, + "##illo": 18079, + "reproducibility": 18080, + "Thirty": 18081, + "##KB": 18082, + "Breast": 18083, + "rectal": 18084, + "(1997).": 18085, + "mechanistic": 18086, + "stark": 18087, + "reductase": 18088, + "##pple": 18089, + "8.4": 18090, + "##ionine": 18091, + "producers": 18092, + "##andon": 18093, + "Chall": 18094, + "Station": 18095, + "depths": 18096, + "lake": 18097, + "pools": 18098, + "antidepress": 18099, + "constantly": 18100, + "moi": 18101, + "1990.": 18102, + "Verlag": 18103, + "##volution": 18104, + "##SIC": 18105, + "Less": 18106, + "relativ": 18107, + "##vectors": 18108, + "sacc": 18109, + "##olone": 18110, + "Ry": 18111, + "maximizing": 18112, + "Brad": 18113, + "##PG": 18114, + "##ometh": 18115, + "ubiquitous": 18116, + "SET": 18117, + "xt": 18118, + "##anche": 18119, + "og": 18120, + "threats": 18121, + "Kaw": 18122, + "Norway": 18123, + "consciousness": 18124, + "Hod": 18125, + "##VER": 18126, + "##plicated": 18127, + "##acks": 18128, + "coagulation": 18129, + "##cein": 18130, + "215": 18131, + "transporters": 18132, + "##ivity": 18133, + "keV": 18134, + "##ilipp": 18135, + "[32].": 18136, + "(22": 18137, + "##opt": 18138, + "##ludge": 18139, + "implicitly": 18140, + "destroy": 18141, + "##/.": 18142, + "automation": 18143, + "cad": 18144, + "Repro": 18145, + "131": 18146, + "##ibli": 18147, + "##module": 18148, + "138": 18149, + "stressed": 18150, + "##005": 18151, + "magnitudes": 18152, + "ö": 18153, + "advis": 18154, + "arrangements": 18155, + "##acetic": 18156, + "Agriculture": 18157, + "##asty": 18158, + "##ensile": 18159, + "Blue": 18160, + "##omerase": 18161, + "torsion": 18162, + "##product": 18163, + "challenged": 18164, + "heterozygous": 18165, + "##opyr": 18166, + "9).": 18167, + "univers": 18168, + "##hang": 18169, + "##fri": 18170, + "##trip": 18171, + "Fix": 18172, + "bent": 18173, + "hed": 18174, + "45,": 18175, + "Cauc": 18176, + "intermittent": 18177, + "remarks": 18178, + "konn": 18179, + "judged": 18180, + "##lact": 18181, + "Sac": 18182, + "##tagged": 18183, + "##vens": 18184, + "0.30": 18185, + "nieht": 18186, + "SAM": 18187, + "##ilibria": 18188, + "Cardiovascular": 18189, + "##PV": 18190, + "##MBER": 18191, + "##ercise": 18192, + "ces": 18193, + "Extr": 18194, + "##romycin": 18195, + "parench": 18196, + "veter": 18197, + "48,": 18198, + "Hsp": 18199, + "repository": 18200, + "##Verlag": 18201, + "4.7": 18202, + "gram": 18203, + "Wei": 18204, + "serotonin": 18205, + "Concer": 18206, + "imagery": 18207, + "bug": 18208, + "3.9": 18209, + "apo": 18210, + "##onstrained": 18211, + "receivers": 18212, + "adopting": 18213, + "visualize": 18214, + "fron": 18215, + "Diagnostic": 18216, + "Contributions": 18217, + "##......": 18218, + "malignancies": 18219, + "##vex": 18220, + "herein": 18221, + "##ocratic": 18222, + "(31)": 18223, + "relaxed": 18224, + "ß": 18225, + "##ifen": 18226, + "0.01).": 18227, + "##ws": 18228, + "axon": 18229, + "##003": 18230, + "##commun": 18231, + "Mechanical": 18232, + "##chers": 18233, + "0.26": 18234, + "inhal": 18235, + "parietal": 18236, + "##Mar": 18237, + "som": 18238, + "furn": 18239, + "##without": 18240, + "transcribed": 18241, + "##Glu": 18242, + "##apunov": 18243, + "##ographics": 18244, + "##ieu": 18245, + "brightness": 18246, + "##bens": 18247, + "fell": 18248, + "gates": 18249, + "##urities": 18250, + "##tsch": 18251, + "angiotensin": 18252, + "##KE": 18253, + "distinguishing": 18254, + "##–22": 18255, + "##functions": 18256, + "rail": 18257, + "0.28": 18258, + "isotope": 18259, + "economics": 18260, + "##cales": 18261, + "##unter": 18262, + "tangent": 18263, + "athletes": 18264, + "syndromes": 18265, + "OFDM": 18266, + "criminal": 18267, + "proving": 18268, + "Semantic": 18269, + "Activation": 18270, + "unp": 18271, + "accomplish": 18272, + "##volume": 18273, + "salient": 18274, + "exploratory": 18275, + "Mand": 18276, + "PAT": 18277, + "macroscopic": 18278, + "##component": 18279, + "artifact": 18280, + "electrolyte": 18281, + "##hrend": 18282, + "##ubicin": 18283, + "prophylaxis": 18284, + "answered": 18285, + "contradic": 18286, + "guideline": 18287, + 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"supervision": 17708, + "##peak": 17709, + "referring": 17710, + "##complex": 17711, + "##,’’": 17712, + "##ania": 17713, + "##ropl": 17714, + "ili": 17715, + "Shim": 17716, + "Engl": 17717, + "2006),": 17718, + "replicated": 17719, + "##quid": 17720, + "utilizes": 17721, + "formulate": 17722, + "occasionally": 17723, + "##104": 17724, + "illustration": 17725, + "Neurol": 17726, + ".,": 17727, + "∼=": 17728, + "##NM": 17729, + "##selective": 17730, + "experiencing": 17731, + "⊥": 17732, + "##∞)": 17733, + "segregation": 17734, + "##door": 17735, + "Beck": 17736, + "ances": 17737, + "dates": 17738, + "phosphorus": 17739, + "##kar": 17740, + "capturing": 17741, + "##Tc": 17742, + "##bounded": 17743, + "hypothetical": 17744, + "meter": 17745, + "gy": 17746, + "waveforms": 17747, + "##EW": 17748, + "Sz": 17749, + "mir": 17750, + "bere": 17751, + "deduced": 17752, + "##hist": 17753, + "##rell": 17754, + "PTSD": 17755, + "Domain": 17756, + "malicious": 17757, + "##occur": 17758, + "(1992)": 17759, + "separating": 17760, + "knowing": 17761, + "##iteria": 17762, + "##astatin": 17763, + "##′.": 17764, + "̂": 17765, + "##alis": 17766, + "##cu": 17767, + "##Ste": 17768, + "percentile": 17769, + "Ker": 17770, + "4.8": 17771, + "##1.6": 17772, + "##athan": 17773, + "##ère": 17774, + "##bles": 17775, + "Mun": 17776, + "##002": 17777, + "clinics": 17778, + "spontaneously": 17779, + "islands": 17780, + "2005),": 17781, + "2.4.": 17782, + "Coul": 17783, + "Determination": 17784, + "0.05.": 17785, + "(7).": 17786, + "7.0": 17787, + "xyl": 17788, + "##lational": 17789, + "8%": 17790, + "Æ": 17791, + "##orig": 17792, + "0.09": 17793, + "allo": 17794, + "altitude": 17795, + "situated": 17796, + "annotations": 17797, + "lethal": 17798, + "packing": 17799, + "award": 17800, + "aluminum": 17801, + "##oen": 17802, + "salinity": 17803, + "digit": 17804, + "##ANCE": 17805, + "Pak": 17806, + "sph": 17807, + "Ash": 17808, + "##acid": 17809, + "script": 17810, + "nov": 17811, + "Blut": 17812, + "##∞,": 17813, + "wants": 17814, + "grades": 17815, + "Dynamics": 17816, + "ICA": 17817, + "Infect": 17818, + "mappings": 17819, + "##–18": 17820, + "##.31": 17821, + "##sel": 17822, + "##olateral": 17823, + "##score": 17824, + "regressions": 17825, + "editors": 17826, + "Od": 17827, + "##ican": 17828, + "plateau": 17829, + "immature": 17830, + "##hyd": 17831, + "225": 17832, + "230": 17833, + "Lancet": 17834, + "minus": 17835, + "##bst": 17836, + "Action": 17837, + "175": 17838, + "Cond": 17839, + "Poli": 17840, + "##poly": 17841, + "CU": 17842, + "134": 17843, + "harmful": 17844, + "tunn": 17845, + "traditionally": 17846, + "glauc": 17847, + "UT": 17848, + "fluctuation": 17849, + "Opin": 17850, + "referral": 17851, + "Monitoring": 17852, + "##SAR": 17853, + "Poll": 17854, + "wastewater": 17855, + "##raulic": 17856, + "Dub": 17857, + "Solid": 17858, + "##entist": 17859, + "##income": 17860, + "kernels": 17861, + "6%": 17862, + "JD": 17863, + "##ismic": 17864, + "poses": 17865, + "##pirical": 17866, + "rescue": 17867, + "Video": 17868, + "Tag": 17869, + "clouds": 17870, + "viewpoint": 17871, + "thermodynamic": 17872, + "##wart": 17873, + "elicit": 17874, + "scalable": 17875, + "Klein": 17876, + "##titutional": 17877, + "##ordan": 17878, + "merging": 17879, + "##aphr": 17880, + "opioid": 17881, + "psychosocial": 17882, + "##ACH": 17883, + "##ogs": 17884, + "algebras": 17885, + "Retrie": 17886, + "circadian": 17887, + "submit": 17888, + "substitute": 17889, + "[31]": 17890, + "34,": 17891, + "prioriti": 17892, + "##diagn": 17893, + "commut": 17894, + "##inhib": 17895, + "##ranean": 17896, + "Belgium": 17897, + "##ierten": 17898, + "##TNF": 17899, + "##-28": 17900, + "Nash": 17901, + "##amento": 17902, + "Brit": 17903, + "Coord": 17904, + "imbalance": 17905, + "##atri": 17906, + "189": 17907, + "Soci": 17908, + "##lower": 17909, + "10,000": 17910, + "litter": 17911, + "wen": 17912, + "ahead": 17913, + "steep": 17914, + "Context": 17915, + "issued": 17916, + "caregivers": 17917, + "Objective": 17918, + "[15,": 17919, + "##Ber": 17920, + "##kb": 17921, + "coval": 17922, + "##annon": 17923, + "##ectable": 17924, + "##tribute": 17925, + "readings": 17926, + "Matrix": 17927, + "##UME": 17928, + "potency": 17929, + "45.": 17930, + "cosm": 17931, + "ug": 17932, + "endpoints": 17933, + "##ortions": 17934, + "Shi": 17935, + "##QP": 17936, + "##11/": 17937, + "##arger": 17938, + "##ilis": 17939, + "packages": 17940, + "LG": 17941, + "enters": 17942, + "residuals": 17943, + "##avir": 17944, + "sper": 17945, + "transmitting": 17946, + "SCC": 17947, + "filaments": 17948, + "perceive": 17949, + "##bris": 17950, + "attending": 17951, + "##1000": 17952, + "please": 17953, + "Ori": 17954, + "valence": 17955, + "disciplines": 17956, + "Sak": 17957, + "spheres": 17958, + "allerg": 17959, + "##OLD": 17960, + "##asian": 17961, + "Fish": 17962, + "violation": 17963, + "kil": 17964, + "indexed": 17965, + "##hospital": 17966, + "narrative": 17967, + "##server": 17968, + "cessation": 17969, + "proposals": 17970, + "dd": 17971, + "##ingen": 17972, + "existed": 17973, + "##generative": 17974, + "sake": 17975, + "2004),": 17976, + "##ewe": 17977, + "Speech": 17978, + "136": 17979, + "amel": 17980, + "matters": 17981, + "counterpart": 17982, + "router": 17983, + "ACh": 17984, + "qi": 17985, + "50.": 17986, + "Cluster": 17987, + "Comparative": 17988, + "Tax": 17989, + "Regulation": 17990, + "##asse": 17991, + "##cox": 17992, + "Triton": 17993, + "##abine": 17994, + "phenol": 17995, + "phe": 17996, + "memories": 17997, + "##ampl": 17998, + "Does": 17999, + "regularization": 18000, + "decomposed": 18001, + "Ontario": 18002, + "1992,": 18003, + "electronics": 18004, + "##.36": 18005, + "sender": 18006, + "priming": 18007, + "Right": 18008, + "cows": 18009, + "##tn": 18010, + "##linik": 18011, + "inherited": 18012, + "15-": 18013, + "##sivity": 18014, + "sell": 18015, + "##Red": 18016, + "aa": 18017, + "transit": 18018, + "appendix": 18019, + "Eastern": 18020, + "Barb": 18021, + "##vs": 18022, + "pigment": 18023, + "Much": 18024, + "reflux": 18025, + "##rez": 18026, + "song": 18027, + "wenn": 18028, + "monomer": 18029, + "Biosciences": 18030, + "##ROM": 18031, + "enum": 18032, + "/1": 18033, + "lacks": 18034, + "triplicate": 18035, + "Ã": 18036, + "##aco": 18037, + "mesenchymal": 18038, + "gyrus": 18039, + "injured": 18040, + "##bedded": 18041, + "##tidine": 18042, + "surprisingly": 18043, + "Harvard": 18044, + "Roman": 18045, + "##electro": 18046, + "##:7": 18047, + "##ASS": 18048, + "##ylvan": 18049, + "Overview": 18050, + "##hot": 18051, + "##iders": 18052, + "Approximately": 18053, + "##ickel": 18054, + "##GHz": 18055, + "til": 18056, + "gravitational": 18057, + "##ofib": 18058, + "##ortium": 18059, + "conjecture": 18060, + "granules": 18061, + "##inux": 18062, + "Carolina": 18063, + "payoff": 18064, + "2008),": 18065, + "earliest": 18066, + "alternating": 18067, + "disadvantages": 18068, + "brains": 18069, + "##gener": 18070, + "[30]": 18071, + "##seq": 18072, + "Hung": 18073, + "hardly": 18074, + "floating": 18075, + "sheets": 18076, + "Parameters": 18077, + "Sche": 18078, + "##illo": 18079, + "reproducibility": 18080, + "Thirty": 18081, + "##KB": 18082, + "Breast": 18083, + "rectal": 18084, + "(1997).": 18085, + "mechanistic": 18086, + "stark": 18087, + "reductase": 18088, + "##pple": 18089, + "8.4": 18090, + "##ionine": 18091, + "producers": 18092, + "##andon": 18093, + "Chall": 18094, + "Station": 18095, + "depths": 18096, + "lake": 18097, + "pools": 18098, + "antidepress": 18099, + "constantly": 18100, + "moi": 18101, + "1990.": 18102, + "Verlag": 18103, + "##volution": 18104, + "##SIC": 18105, + "Less": 18106, + "relativ": 18107, + "##vectors": 18108, + "sacc": 18109, + "##olone": 18110, + "Ry": 18111, + "maximizing": 18112, + "Brad": 18113, + "##PG": 18114, + "##ometh": 18115, + "ubiquitous": 18116, + "SET": 18117, + "xt": 18118, + "##anche": 18119, + "og": 18120, + "threats": 18121, + "Kaw": 18122, + "Norway": 18123, + "consciousness": 18124, + "Hod": 18125, + "##VER": 18126, + "##plicated": 18127, + "##acks": 18128, + "coagulation": 18129, + "##cein": 18130, + "215": 18131, + "transporters": 18132, + "##ivity": 18133, + "keV": 18134, + "##ilipp": 18135, + "[32].": 18136, + "(22": 18137, + "##opt": 18138, + "##ludge": 18139, + "implicitly": 18140, + "destroy": 18141, + "##/.": 18142, + "automation": 18143, + "cad": 18144, + "Repro": 18145, + "131": 18146, + "##ibli": 18147, + "##module": 18148, + "138": 18149, + "stressed": 18150, + "##005": 18151, + "magnitudes": 18152, + "ö": 18153, + "advis": 18154, + "arrangements": 18155, + "##acetic": 18156, + "Agriculture": 18157, + "##asty": 18158, + "##ensile": 18159, + "Blue": 18160, + "##omerase": 18161, + "torsion": 18162, + "##product": 18163, + "challenged": 18164, + "heterozygous": 18165, + "##opyr": 18166, + "9).": 18167, + "univers": 18168, + "##hang": 18169, + "##fri": 18170, + "##trip": 18171, + "Fix": 18172, + "bent": 18173, + "hed": 18174, + "45,": 18175, + "Cauc": 18176, + "intermittent": 18177, + "remarks": 18178, + "konn": 18179, + "judged": 18180, + "##lact": 18181, + "Sac": 18182, + "##tagged": 18183, + "##vens": 18184, + "0.30": 18185, + "nieht": 18186, + "SAM": 18187, + "##ilibria": 18188, + "Cardiovascular": 18189, + "##PV": 18190, + "##MBER": 18191, + "##ercise": 18192, + "ces": 18193, + "Extr": 18194, + "##romycin": 18195, + "parench": 18196, + "veter": 18197, + "48,": 18198, + "Hsp": 18199, + "repository": 18200, + "##Verlag": 18201, + "4.7": 18202, + "gram": 18203, + "Wei": 18204, + "serotonin": 18205, + "Concer": 18206, + "imagery": 18207, + "bug": 18208, + "3.9": 18209, + "apo": 18210, + "##onstrained": 18211, + "receivers": 18212, + "adopting": 18213, + "visualize": 18214, + "fron": 18215, + "Diagnostic": 18216, + "Contributions": 18217, + "##......": 18218, + "malignancies": 18219, + "##vex": 18220, + "herein": 18221, + "##ocratic": 18222, + "(31)": 18223, + "relaxed": 18224, + "ß": 18225, + "##ifen": 18226, + "0.01).": 18227, + "##ws": 18228, + "axon": 18229, + "##003": 18230, + "##commun": 18231, + "Mechanical": 18232, + "##chers": 18233, + "0.26": 18234, + "inhal": 18235, + "parietal": 18236, + "##Mar": 18237, + "som": 18238, + "furn": 18239, + "##without": 18240, + "transcribed": 18241, + "##Glu": 18242, + "##apunov": 18243, + "##ographics": 18244, + "##ieu": 18245, + "brightness": 18246, + "##bens": 18247, + "fell": 18248, + "gates": 18249, + "##urities": 18250, + "##tsch": 18251, + "angiotensin": 18252, + "##KE": 18253, + "distinguishing": 18254, + "##–22": 18255, + "##functions": 18256, + "rail": 18257, + "0.28": 18258, + "isotope": 18259, + "economics": 18260, + "##cales": 18261, + "##unter": 18262, + "tangent": 18263, + "athletes": 18264, + "syndromes": 18265, + "OFDM": 18266, + "criminal": 18267, + "proving": 18268, + "Semantic": 18269, + "Activation": 18270, + "unp": 18271, + "accomplish": 18272, + "##volume": 18273, + "salient": 18274, + "exploratory": 18275, + "Mand": 18276, + "PAT": 18277, + "macroscopic": 18278, + "##component": 18279, + "artifact": 18280, + "electrolyte": 18281, + "##hrend": 18282, + "##ubicin": 18283, + "prophylaxis": 18284, + "answered": 18285, + "contradic": 18286, + "guideline": 18287, + "minimizes": 18288, + "1999)": 18289, + "Artificial": 18290, + "##140": 18291, + "BRCA": 18292, + "transc": 18293, + "##lieh": 18294, + "thoroughly": 18295, + "amorphous": 18296, + "##ilin": 18297, + "occupation": 18298, + "##ESI": 18299, + "lowered": 18300, + "suite": 18301, + "##-36": 18302, + "summation": 18303, + "gonad": 18304, + "emitted": 18305, + "37,": 18306, + "publicly": 18307, + "##004": 18308, + "Chan": 18309, + "ammonia": 18310, + "Ty": 18311, + "FDA": 18312, + "##hicle": 18313, + "Final": 18314, + "citrate": 18315, + "Feb": 18316, + "nos": 18317, + "##inois": 18318, + "retrieve": 18319, + "Gross": 18320, + "prefrontal": 18321, + "competit": 18322, + "##bank": 18323, + "##ishi": 18324, + "trunk": 18325, + "contours": 18326, + "##ermann": 18327, + "nition": 18328, + "##tian": 18329, + "convention": 18330, + "Transfer": 18331, + "spindle": 18332, + "##leich": 18333, + "occurrences": 18334, + "##umetric": 18335, + "imaginary": 18336, + "composites": 18337, + "Integrated": 18338, + "##..........": 18339, + "##-34": 18340, + "Ams": 18341, + "##Po": 18342, + "antiviral": 18343, + "##OSE": 18344, + "drag": 18345, + "equil": 18346, + "Feature": 18347, + "##white": 18348, + "catalysts": 18349, + "8.0": 18350, + "characterised": 18351, + "##holm": 18352, + "0.01)": 18353, + "##ULATION": 18354, + "merged": 18355, + "2003),": 18356, + "##hetic": 18357, + "practically": 18358, + "##rais": 18359, + "Director": 18360, + "0).": 18361, + "SCA": 18362, + "Standards": 18363, + "##ilience": 18364, + "nevertheless": 18365, + "##arriers": 18366, + "transistor": 18367, + "⎠": 18368, + "container": 18369, + "unitary": 18370, + "monolayer": 18371, + "Word": 18372, + "RAM": 18373, + "##rett": 18374, + "Anton": 18375, + "##fluor": 18376, + "killed": 18377, + "Magnetic": 18378, + "depar": 18379, + "##ibly": 18380, + "Petri": 18381, + "ecology": 18382, + "AZ": 18383, + "registers": 18384, + "Merc": 18385, + "CJ": 18386, + "Oste": 18387, + "##contr": 18388, + "##connected": 18389, + "flies": 18390, + "##-40": 18391, + "bubble": 18392, + "referen": 18393, + "Rest": 18394, + "38,": 18395, + "ROC": 18396, + "(5),": 18397, + "##Whitney": 18398, + "##bol": 18399, + "##glucose": 18400, + "##may": 18401, + "[16],": 18402, + "##writing": 18403, + "ethnicity": 18404, + "ectop": 18405, + "Weight": 18406, + "##anyl": 18407, + "immuno": 18408, + "efflux": 18409, + "aggression": 18410, + "ine": 18411, + "inheritance": 18412, + "[32]": 18413, + "##/$31.00": 18414, + "analogy": 18415, + "##stan": 18416, + "Still": 18417, + "Tele": 18418, + "##code": 18419, + "##weise": 18420, + "bundles": 18421, + "biologically": 18422, + "spend": 18423, + "moiety": 18424, + "##UST": 18425, + "##olerance": 18426, + "restore": 18427, + "FO": 18428, + "stig": 18429, + "Assumption": 18430, + "terrestrial": 18431, + "##WR": 18432, + "MATLAB": 18433, + "ud": 18434, + "isomorphic": 18435, + "gn": 18436, + "NMDA": 18437, + "giant": 18438, + "droplets": 18439, + "variances": 18440, + "##aning": 18441, + "##orphism": 18442, + "##23,": 18443, + "ZnO": 18444, + "incorporates": 18445, + "(8).": 18446, + "stopping": 18447, + "raising": 18448, + "-4": 18449, + "CKD": 18450, + "volatile": 18451, + "##ções": 18452, + "##tique": 18453, + "##orh": 18454, + "##etermin": 18455, + "longest": 18456, + "durations": 18457, + "couples": 18458, + "headache": 18459, + "tries": 18460, + "(2016)": 18461, + "constituent": 18462, + "scaffolds": 18463, + "manufacturers": 18464, + "2009),": 18465, + "tolerated": 18466, + "##ogeny": 18467, + "CpG": 18468, + "Cere": 18469, + "⎦": 18470, + "Microsoft": 18471, + "MgCl": 18472, + "Logic": 18473, + "dummy": 18474, + "##openia": 18475, + "Revised": 18476, + "##CoA": 18477, + "##onium": 18478, + "enorm": 18479, + "dimensionality": 18480, + "excitatory": 18481, + "EMG": 18482, + "coincide": 18483, + "kidneys": 18484, + "deletions": 18485, + "##bis": 18486, + "pn": 18487, + "##SEM": 18488, + "legislation": 18489, + "remarkably": 18490, + "##Tn": 18491, + "ankle": 18492, + "protons": 18493, + "proinflammatory": 18494, + "Province": 18495, + "##amps": 18496, + "##-)": 18497, + "reperfusion": 18498, + "odor": 18499, + "eld": 18500, + "intent": 18501, + "##imuth": 18502, + "5.6": 18503, + "##olymer": 18504, + "tar": 18505, + "##Instit": 18506, + "stimulates": 18507, + "Hepat": 18508, + "Today": 18509, + "UML": 18510, + "Tool": 18511, + "stirred": 18512, + "fs": 18513, + "##rosion": 18514, + "##Dec": 18515, + "OPT": 18516, + "##imaging": 18517, + "infinity": 18518, + "Harris": 18519, + "##EMENTS": 18520, + "##lecting": 18521, + "upward": 18522, + "##1.8": 18523, + "##idis": 18524, + "##nucle": 18525, + "medull": 18526, + "1988).": 18527, + "adulthood": 18528, + "##eworthy": 18529, + "droplet": 18530, + "##oxacin": 18531, + "Comple": 18532, + "##]]": 18533, + "̇": 18534, + "##bottom": 18535, + "lithium": 18536, + "##:13": 18537, + "(6.": 18538, + "Jin": 18539, + "##nsylvan": 18540, + "##urgery": 18541, + "atr": 18542, + "##eq": 18543, + "Construction": 18544, + "##iterranean": 18545, + "##kk": 18546, + "##aming": 18547, + "##gren": 18548, + "Apart": 18549, + "bread": 18550, + "multiplied": 18551, + "streaming": 18552, + "1998)": 18553, + "##aca": 18554, + "ej": 18555, + "Bayes": 18556, + "##illar": 18557, + "##enhanced": 18558, + "##Rn": 18559, + "##eared": 18560, + "Signific": 18561, + "##igration": 18562, + "##adays": 18563, + "##enberg": 18564, + "Carbon": 18565, + "hypertensive": 18566, + "Tum": 18567, + "anastom": 18568, + "scanned": 18569, + "##acental": 18570, + "presentations": 18571, + "aneurysm": 18572, + "executing": 18573, + "Optimal": 18574, + "Ow": 18575, + "ys": 18576, + "##jun": 18577, + "##sor": 18578, + "##agmatic": 18579, + "##oa": 18580, + 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16471, + "compulsory": 16472, + "Pauline": 16473, + "Cruise": 16474, + "Opposition": 16475, + "##ods": 16476, + "Period": 16477, + "dispersed": 16478, + "expose": 16479, + "##60": 16480, + "##has": 16481, + "Certain": 16482, + "Clerk": 16483, + "Wolves": 16484, + "##hibition": 16485, + "apparatus": 16486, + "allegiance": 16487, + "orbital": 16488, + "justified": 16489, + "thanked": 16490, + "##ević": 16491, + "Biblical": 16492, + "Carolyn": 16493, + "Graves": 16494, + "##tton": 16495, + "Hercules": 16496, + "backgrounds": 16497, + "replica": 16498, + "1788": 16499, + "aquatic": 16500, + "Mega": 16501, + "Stirling": 16502, + "obstacles": 16503, + "filing": 16504, + "Founder": 16505, + "vowels": 16506, + "Deborah": 16507, + "Rotterdam": 16508, + "surpassed": 16509, + "Belarusian": 16510, + "##ologists": 16511, + "Zambia": 16512, + "Ren": 16513, + "Olga": 16514, + "Alpine": 16515, + "bi": 16516, + "councillor": 16517, + "Oaks": 16518, + "Animals": 16519, + "eliminating": 16520, + "digit": 16521, + "Managing": 16522, + "##GE": 16523, + "laundry": 16524, + "##rdo": 16525, + "presses": 16526, + "slamming": 16527, + "Tudor": 16528, + "thief": 16529, + "posterior": 16530, + "##bas": 16531, + "Rodgers": 16532, + "smells": 16533, + "##ining": 16534, + "Hole": 16535, + "SUV": 16536, + "trombone": 16537, + "numbering": 16538, + "representations": 16539, + "Domingo": 16540, + "Paralympics": 16541, + "cartridge": 16542, + "##rash": 16543, + "Combined": 16544, + "shelves": 16545, + "Kraków": 16546, + "revision": 16547, + "##frame": 16548, + "Sánchez": 16549, + "##tracted": 16550, + "##bler": 16551, + "Alain": 16552, + "townships": 16553, + "sic": 16554, + "trousers": 16555, + "Gibbs": 16556, + "anterior": 16557, + "symmetry": 16558, + "vaguely": 16559, + "Castile": 16560, + "IRA": 16561, + "resembling": 16562, + "Penguin": 16563, + "##ulent": 16564, + "infections": 16565, + "##stant": 16566, + "raped": 16567, + "##pressive": 16568, + "worrying": 16569, + "brains": 16570, + 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"microphone": 16976, + "voter": 16977, + "Lamb": 16978, + "psychologist": 16979, + "wrinkled": 16980, + "##ères": 16981, + "mating": 16982, + "Carrier": 16983, + "340": 16984, + "##lbert": 16985, + "sensing": 16986, + "##rino": 16987, + "destiny": 16988, + "distract": 16989, + "weaker": 16990, + "UC": 16991, + "Nearly": 16992, + "neurons": 16993, + "spends": 16994, + "Apache": 16995, + "##rem": 16996, + "genuinely": 16997, + "wells": 16998, + "##lanted": 16999, + "stereo": 17000, + "##girl": 17001, + "Lois": 17002, + "Leaving": 17003, + "consul": 17004, + "fungi": 17005, + "Pier": 17006, + "Cyril": 17007, + "80s": 17008, + "Jungle": 17009, + "##tani": 17010, + "illustration": 17011, + "Split": 17012, + "##hana": 17013, + "Abigail": 17014, + "##patrick": 17015, + "1787": 17016, + "diminished": 17017, + "Selected": 17018, + "packaging": 17019, + "##EG": 17020, + "Martínez": 17021, + "communal": 17022, + "Manufacturing": 17023, + "sentiment": 17024, + "143": 17025, + "unwilling": 17026, + "praising": 17027, + "Citation": 17028, + "pills": 17029, + "##iti": 17030, + "##rax": 17031, + "muffled": 17032, + "neatly": 17033, + "workforce": 17034, + "Yep": 17035, + "leisure": 17036, + "Tu": 17037, + "##nding": 17038, + "Wakefield": 17039, + "ancestral": 17040, + "##uki": 17041, + "destructive": 17042, + "seas": 17043, + "Passion": 17044, + "showcase": 17045, + "##ceptive": 17046, + "heroic": 17047, + "142": 17048, + "exhaustion": 17049, + "Customs": 17050, + "##aker": 17051, + "Scholar": 17052, + "sliced": 17053, + "##inian": 17054, + "Direction": 17055, + "##OW": 17056, + "Swansea": 17057, + "aluminium": 17058, + "##eep": 17059, + "ceramic": 17060, + "McCoy": 17061, + "Career": 17062, + "Sector": 17063, + "chartered": 17064, + "Damascus": 17065, + "pictured": 17066, + "Interest": 17067, + "stiffened": 17068, + "Plateau": 17069, + "obsolete": 17070, + "##tant": 17071, + "irritated": 17072, + "inappropriate": 17073, + "overs": 17074, + "##nko": 17075, + "bail": 17076, + "Talent": 17077, + "Sur": 17078, + "ours": 17079, + "##nah": 17080, + "barred": 17081, + "legged": 17082, + "sociology": 17083, + "Bud": 17084, + "dictionary": 17085, + "##luk": 17086, + "Cover": 17087, + "obey": 17088, + "##oring": 17089, + "annoying": 17090, + "##dong": 17091, + "apprentice": 17092, + "Cyrus": 17093, + "Role": 17094, + "##GP": 17095, + "##uns": 17096, + "##bag": 17097, + "Greenland": 17098, + "Porsche": 17099, + "Rocket": 17100, + "##32": 17101, + "organism": 17102, + "##ntary": 17103, + "reliability": 17104, + "##vocation": 17105, + "##й": 17106, + "Found": 17107, + "##hine": 17108, + "motors": 17109, + "promoter": 17110, + "unfair": 17111, + "##oms": 17112, + "##note": 17113, + "distribute": 17114, + "eminent": 17115, + "rails": 17116, + "appealing": 17117, + "chiefly": 17118, + "meaningful": 17119, + "Stephan": 17120, + "##rehension": 17121, + "Consumer": 17122, + "psychiatric": 17123, + "bowler": 17124, + "saints": 17125, + "##iful": 17126, + "##н": 17127, + "1777": 17128, + "Pol": 17129, + "Dorian": 17130, + "Townsend": 17131, + "hastily": 17132, + "##jima": 17133, + "Quincy": 17134, + "Sol": 17135, + "fascinated": 17136, + "Scarlet": 17137, + "alto": 17138, + "Avon": 17139, + "certainty": 17140, + "##eding": 17141, + "Keys": 17142, + "##chu": 17143, + "Chu": 17144, + "##VE": 17145, + "ions": 17146, + "tributaries": 17147, + "Thanksgiving": 17148, + "##fusion": 17149, + "astronomer": 17150, + "oxide": 17151, + "pavilion": 17152, + "Supply": 17153, + "Casa": 17154, + "Bollywood": 17155, + "sadly": 17156, + "mutations": 17157, + "Keller": 17158, + "##wave": 17159, + "nationals": 17160, + "##rgo": 17161, + "##ym": 17162, + "predict": 17163, + "Catholicism": 17164, + "Vega": 17165, + "##eration": 17166, + "##ums": 17167, + "Mali": 17168, + "tuned": 17169, + "Lankan": 17170, + "Plans": 17171, + "radial": 17172, + "Bosnian": 17173, + "Lexi": 17174, + "##14": 17175, + "##ü": 17176, + "sacks": 17177, + "unpleasant": 17178, + "Empty": 17179, + "handles": 17180, + "##taking": 17181, + "Bon": 17182, + "switches": 17183, + "intently": 17184, + "tuition": 17185, + "antique": 17186, + "##jk": 17187, + "fraternity": 17188, + "notebook": 17189, + "Desmond": 17190, + "##sei": 17191, + "prostitution": 17192, + "##how": 17193, + "deed": 17194, + "##OP": 17195, + "501": 17196, + "Somewhere": 17197, + "Rocks": 17198, + "##mons": 17199, + "campaigned": 17200, + "frigate": 17201, + "gases": 17202, + "suppress": 17203, + "##hang": 17204, + "Merlin": 17205, + "Northumberland": 17206, + "dominate": 17207, + "expeditions": 17208, + "thunder": 17209, + "##ups": 17210, + "##rical": 17211, + "Cap": 17212, + "thorough": 17213, + "Ariel": 17214, + "##kind": 17215, + "renewable": 17216, + "constructing": 17217, + "pacing": 17218, + "terrorists": 17219, + "Bowen": 17220, + "documentaries": 17221, + "westward": 17222, + "##lass": 17223, + "##nage": 17224, + "Merchant": 17225, + "##ued": 17226, + "Beaumont": 17227, + "Din": 17228, + "##hian": 17229, + 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"exhaled": 17280, + "##SU": 17281, + "Resource": 17282, + "blur": 17283, + "forearm": 17284, + "specifications": 17285, + "contingent": 17286, + "cafe": 17287, + "##iology": 17288, + "Antony": 17289, + "fundraising": 17290, + "grape": 17291, + "##rgy": 17292, + "turnout": 17293, + "##udi": 17294, + "Clifton": 17295, + "laboratories": 17296, + "Irvine": 17297, + "##opus": 17298, + "##lid": 17299, + "Monthly": 17300, + "Bihar": 17301, + "statutory": 17302, + "Roses": 17303, + "Emil": 17304, + "##rig": 17305, + "lumber": 17306, + "optimal": 17307, + "##DR": 17308, + "pumps": 17309, + "plaster": 17310, + "Mozambique": 17311, + "##aco": 17312, + "nightclub": 17313, + "propelled": 17314, + "##hun": 17315, + "ked": 17316, + "surplus": 17317, + "wax": 17318, + "##urai": 17319, + "pioneered": 17320, + "Sunny": 17321, + "imprint": 17322, + "Forget": 17323, + "Eliot": 17324, + "approximate": 17325, + "patronage": 17326, + "##bek": 17327, + "##ely": 17328, + "##mbe": 17329, + "Partnership": 17330, + "curl": 17331, + "snapping": 17332, + "29th": 17333, + "Patriarch": 17334, + "##jord": 17335, + "seldom": 17336, + "##ature": 17337, + "astronomy": 17338, + "Bremen": 17339, + "XIV": 17340, + "airborne": 17341, + "205": 17342, + "1778": 17343, + "recognizing": 17344, + "stranded": 17345, + "arrogant": 17346, + "bombardment": 17347, + "destined": 17348, + "ensured": 17349, + "146": 17350, + "robust": 17351, + "Davenport": 17352, + "Interactive": 17353, + "Offensive": 17354, + "Fi": 17355, + "prevents": 17356, + "probe": 17357, + "propeller": 17358, + "sorrow": 17359, + "Blade": 17360, + "mounting": 17361, + "automotive": 17362, + "##dged": 17363, + "wallet": 17364, + "201": 17365, + "lashes": 17366, + "Forrest": 17367, + "##ift": 17368, + "Cell": 17369, + "Younger": 17370, + "shouts": 17371, + "##cki": 17372, + "folds": 17373, + "##chet": 17374, + "Epic": 17375, + "yields": 17376, + "homosexual": 17377, + "tunes": 17378, + "##minate": 17379, + "##text": 17380, + "Manny": 17381, + "chemist": 17382, + "hindwings": 17383, + "##urn": 17384, + "pilgrimage": 17385, + "##sfield": 17386, + "##riff": 17387, + "MLS": 17388, + "##rive": 17389, + "Huntington": 17390, + "translates": 17391, + "Path": 17392, + "slim": 17393, + "##ndra": 17394, + "##oz": 17395, + "climax": 17396, + "commuter": 17397, + "desperation": 17398, + "##reet": 17399, + "denying": 17400, + "##rious": 17401, + "daring": 17402, + "seminary": 17403, + "polo": 17404, + "##clamation": 17405, + "Teatro": 17406, + "Torah": 17407, + "Cats": 17408, + "identities": 17409, + "Poles": 17410, + "photographed": 17411, + "fiery": 17412, + "popularly": 17413, + "##cross": 17414, + "winters": 17415, + "Hesse": 17416, + "##vio": 17417, + "Nurse": 17418, + "Senegal": 17419, + "Salon": 17420, + "prescribed": 17421, + "justify": 17422, + "##gues": 17423, + "##и": 17424, + "##orted": 17425, + "HQ": 17426, + "##hiro": 17427, + "evaluated": 17428, + "momentarily": 17429, + "##unts": 17430, + "Debbie": 17431, + "##licity": 17432, + "##TP": 17433, + "Mighty": 17434, + "Rabbit": 17435, + "##chal": 17436, + "Events": 17437, + "Savoy": 17438, + "##ht": 17439, + "Brandenburg": 17440, + "Bordeaux": 17441, + "##laus": 17442, + "Release": 17443, + "##IE": 17444, + "##kowski": 17445, + "1900s": 17446, + "SK": 17447, + "Strauss": 17448, + "##aly": 17449, + "Sonia": 17450, + "Updated": 17451, + "synagogue": 17452, + "McKay": 17453, + "flattened": 17454, + "370": 17455, + "clutch": 17456, + "contests": 17457, + "toast": 17458, + "evaluate": 17459, + "pope": 17460, + "heirs": 17461, + "jam": 17462, + "tutor": 17463, + "reverted": 17464, + "##ading": 17465, + "nonsense": 17466, + "hesitate": 17467, + "Lars": 17468, + "Ceylon": 17469, + "Laurie": 17470, + "##guchi": 17471, + "accordingly": 17472, + "customary": 17473, + "148": 17474, + "Ethics": 17475, + "Multiple": 17476, + "instincts": 17477, + "IGN": 17478, + "##ä": 17479, + "bullshit": 17480, + "##hit": 17481, + "##par": 17482, + "desirable": 17483, + "##ducing": 17484, + "##yam": 17485, + "alias": 17486, + "ashore": 17487, + "licenses": 17488, + "##lification": 17489, + "misery": 17490, + "147": 17491, + "Cola": 17492, + "assassinated": 17493, + "fiercely": 17494, + "##aft": 17495, + "las": 17496, + "goat": 17497, + "substrate": 17498, + "lords": 17499, + "Cass": 17500, + "Bridges": 17501, + "ICC": 17502, + "lasts": 17503, + "sights": 17504, + "reproductive": 17505, + "##asi": 17506, + "Ivory": 17507, + "Clean": 17508, + "fixing": 17509, + "##lace": 17510, + "seeming": 17511, + "aide": 17512, + "1850s": 17513, + "harassment": 17514, + "##FF": 17515, + "##LE": 17516, + "reasonably": 17517, + "##coat": 17518, + "##cano": 17519, + "NYC": 17520, + "1784": 17521, + "Fifty": 17522, + "immunity": 17523, + "Canadians": 17524, + "Cheng": 17525, + "comforting": 17526, + "meanwhile": 17527, + "##tera": 17528, + "##blin": 17529, + "breeds": 17530, + "glowed": 17531, + "##vour": 17532, + "Aden": 17533, + "##verted": 17534, + "##aded": 17535, + "##oral": 17536, + "neat": 17537, + "enforced": 17538, + "poisoning": 17539, + "##ews": 17540, + "##hone": 17541, + "enforce": 17542, + "predecessors": 17543, + "survivor": 17544, + "Month": 17545, + "unfamiliar": 17546, + "pierced": 17547, + "waived": 17548, + "dump": 17549, + "responds": 17550, + "Mai": 17551, + "Declan": 17552, + "angular": 17553, + "Doesn": 17554, + "interpretations": 17555, + "##yar": 17556, + "invest": 17557, + "Dhaka": 17558, + "policeman": 17559, + "Congregation": 17560, + "Eighth": 17561, + "painfully": 17562, + "##este": 17563, + "##vior": 17564, + "Württemberg": 17565, + "##cles": 17566, + "blockade": 17567, + "encouragement": 17568, + "##fie": 17569, + "Caucasus": 17570, + "Malone": 17571, + "Universidad": 17572, + "utilize": 17573, + "Nissan": 17574, + "inherent": 17575, + "151": 17576, + "agreeing": 17577, + "syllable": 17578, + "determines": 17579, + "Protocol": 17580, + "conclude": 17581, + "##gara": 17582, + "40th": 17583, + "Xu": 17584, + "Taiwanese": 17585, + "##ather": 17586, + "boiler": 17587, + "printer": 17588, + "Lacey": 17589, + "titular": 17590, + "Klaus": 17591, + "Fallon": 17592, + "Wembley": 17593, + "fox": 17594, + "Chandra": 17595, + "Governorate": 17596, + "obsessed": 17597, + "##Ps": 17598, + "micro": 17599, + "##25": 17600, + "Cooke": 17601, + "gymnasium": 17602, + "weaving": 17603, + "Shall": 17604, + "Hussein": 17605, + "glaring": 17606, + "softball": 17607, + "Reader": 17608, + "Dominion": 17609, + "Trouble": 17610, + "varsity": 17611, + "Cooperation": 17612, + "Chaos": 17613, + "Kang": 17614, + "Kramer": 17615, + "Eisenhower": 17616, + "proves": 17617, + "Connie": 17618, + "consortium": 17619, + "governors": 17620, + "Bethany": 17621, + "opener": 17622, + "Normally": 17623, + "Willy": 17624, + "linebacker": 17625, + "Regent": 17626, + "Used": 17627, + "AllMusic": 17628, + "Twilight": 17629, + "##shaw": 17630, + "Companion": 17631, + "Tribunal": 17632, + "simpler": 17633, + "##gam": 17634, + "Experimental": 17635, + "Slovenian": 17636, + "cellar": 17637, + "deadline": 17638, + "trout": 17639, + "Hubbard": 17640, + "ads": 17641, + "idol": 17642, + "##hetto": 17643, + "Granada": 17644, + "clues": 17645, + "salmon": 17646, + "1700": 17647, + "Omega": 17648, + "Caldwell": 17649, + "softened": 17650, + "Bills": 17651, + "Honolulu": 17652, + "##gn": 17653, + "Terrace": 17654, + "suitcase": 17655, + "##IL": 17656, + "frantic": 17657, + "##oons": 17658, + "Abbot": 17659, + "Sitting": 17660, + "Fortress": 17661, + "Riders": 17662, + "sickness": 17663, + "enzymes": 17664, + "trustee": 17665, + "Bern": 17666, + "forged": 17667, + "##13": 17668, + "##ruff": 17669, + "##rl": 17670, + "##versity": 17671, + "inspector": 17672, + "champagne": 17673, + "##held": 17674, + "##FI": 17675, + "hereditary": 17676, + "Taliban": 17677, + "handball": 17678, + "##wine": 17679, + "Sioux": 17680, + "##dicated": 17681, + "honoured": 17682, + "139": 17683, + "##tude": 17684, + "Skye": 17685, + "meanings": 17686, + "##rkin": 17687, + "cardiac": 17688, + "analyzed": 17689, + "vegetable": 17690, + "##FS": 17691, + "Royals": 17692, + "dial": 17693, + "freelance": 17694, + "##fest": 17695, + "partisan": 17696, + "petroleum": 17697, + "ridden": 17698, + "Lincolnshire": 17699, + "panting": 17700, + "##comb": 17701, + "presidents": 17702, + "Haley": 17703, + "##chs": 17704, + "contributes": 17705, + "Jew": 17706, + "discoveries": 17707, + "panicked": 17708, + "Woody": 17709, + "eyelids": 17710, + "Fate": 17711, + "Tulsa": 17712, + "mg": 17713, + "whiskey": 17714, + "zombies": 17715, + "Wii": 17716, + "##udge": 17717, + "investigators": 17718, + "##bull": 17719, + "centred": 17720, + "##screen": 17721, + "Bone": 17722, + "Lana": 17723, + "##oise": 17724, + "forts": 17725, + "##ske": 17726, + "Conan": 17727, + "Lyons": 17728, + "##writing": 17729, + "SH": 17730, + "##ride": 17731, + "rhythmic": 17732, + "154": 17733, + "##llah": 17734, + "pioneers": 17735, + "##bright": 17736, + "captivity": 17737, + "Sanchez": 17738, + "Oman": 17739, + "##mith": 17740, + "Flint": 17741, + "Platform": 17742, + "##ioned": 17743, + "emission": 17744, + "packet": 17745, + "Persia": 17746, + "##formed": 17747, + "takeover": 17748, + "tempted": 17749, + "Vance": 17750, + "Few": 17751, + "Toni": 17752, + "receptions": 17753, + "##ن": 17754, + "exchanges": 17755, + "Camille": 17756, + "whale": 17757, + "Chronicles": 17758, + "##rent": 17759, + "##ushing": 17760, + "##rift": 17761, + "Alto": 17762, + "Genus": 17763, + "##asing": 17764, + "onward": 17765, + "foremost": 17766, + "longing": 17767, + "Rockefeller": 17768, + "containers": 17769, + "##cribe": 17770, + "intercepted": 17771, + "##olt": 17772, + "pleading": 17773, + "Bye": 17774, + "bee": 17775, + "##umbling": 17776, + "153": 17777, + "undertake": 17778, + "Izzy": 17779, + "cheaper": 17780, + "Ultra": 17781, + "validity": 17782, + "##pse": 17783, + "Sa": 17784, + "hovering": 17785, + "##pert": 17786, + "vintage": 17787, + "engraved": 17788, + "##rise": 17789, + "farmland": 17790, + "##ever": 17791, + "##ifier": 17792, + "Atlantis": 17793, + "propose": 17794, + "Catalonia": 17795, + "plunged": 17796, + "##edly": 17797, + "demonstrates": 17798, + "gig": 17799, + "##cover": 17800, + "156": 17801, + "Osborne": 17802, + "cowboy": 17803, + "herd": 17804, + "investigator": 17805, + "loops": 17806, + "Burning": 17807, + "rests": 17808, + "Instrumental": 17809, + "embarrassing": 17810, + "focal": 17811, + "install": 17812, + "readings": 17813, + "swirling": 17814, + "Chatham": 17815, + "parameter": 17816, + "##zin": 17817, + "##holders": 17818, + "Mandarin": 17819, + "Moody": 17820, + "converting": 17821, + "Escape": 17822, + "warnings": 17823, + "##chester": 17824, + "incarnation": 17825, + "##ophone": 17826, + "adopting": 17827, + "##lins": 17828, + "Cromwell": 17829, + "##laws": 17830, + "Axis": 17831, + "Verde": 17832, + "Kappa": 17833, + "Schwartz": 17834, + "Serbs": 17835, + "caliber": 17836, + "Wanna": 17837, + "Chung": 17838, + "##ality": 17839, + "nursery": 17840, + "principally": 17841, + "Bulletin": 17842, + "likelihood": 17843, + "logging": 17844, + "##erty": 17845, + "Boyle": 17846, + "supportive": 17847, + "twitched": 17848, + "##usive": 17849, + "builds": 17850, + "Marseille": 17851, + "omitted": 17852, + "motif": 17853, + "Lands": 17854, + "##lusion": 17855, + "##ssed": 17856, + "Barrow": 17857, + "Airfield": 17858, + "Harmony": 17859, + "WWF": 17860, + "endured": 17861, + "merging": 17862, + "convey": 17863, + "branding": 17864, + "examinations": 17865, + "167": 17866, + "Italians": 17867, + "##dh": 17868, + "dude": 17869, + "1781": 17870, + "##teau": 17871, + "crawling": 17872, + "thoughtful": 17873, + "clasped": 17874, + "concluding": 17875, + "brewery": 17876, + "Moldova": 17877, + "Wan": 17878, + "Towers": 17879, + "Heidelberg": 17880, + "202": 17881, + "##ict": 17882, + "Lagos": 17883, + "imposing": 17884, + "##eval": 17885, + "##serve": 17886, + "Bacon": 17887, + "frowning": 17888, + "thirteenth": 17889, + "conception": 17890, + "calculations": 17891, + "##ович": 17892, + "##mile": 17893, + "##ivated": 17894, + "mutation": 17895, + "strap": 17896, + "##lund": 17897, + "demographic": 17898, + "nude": 17899, + "perfection": 17900, + "stocks": 17901, + "##renched": 17902, + "##dit": 17903, + "Alejandro": 17904, + "bites": 17905, + "fragment": 17906, + "##hack": 17907, + "##rchy": 17908, + "GB": 17909, + "Surgery": 17910, + "Berger": 17911, + "punish": 17912, + "boiling": 17913, + "consume": 17914, + "Elle": 17915, + "Sid": 17916, + "Dome": 17917, + "relies": 17918, + "Crescent": 17919, + "treasurer": 17920, + "Bloody": 17921, + "1758": 17922, + "upheld": 17923, + "Guess": 17924, + "Restaurant": 17925, + "signatures": 17926, + "font": 17927, + "millennium": 17928, + "mural": 17929, + "stakes": 17930, + "Abel": 17931, + "hailed": 17932, + "insists": 17933, + "Alumni": 17934, + "Breton": 17935, + "##jun": 17936, + "digits": 17937, + "##FM": 17938, + "##thal": 17939, + "Talking": 17940, + "motive": 17941, + "reigning": 17942, + "babe": 17943, + "masks": 17944, + "##ø": 17945, + "Shaun": 17946, + "potato": 17947, + "sour": 17948, + "whitish": 17949, + "Somali": 17950, + "##derman": 17951, + "##rab": 17952, + "##wy": 17953, + "chancel": 17954, + "telecommunications": 17955, + "Noise": 17956, + "messenger": 17957, + "tidal": 17958, + "grinding": 17959, + "##ogenic": 17960, + "Rebel": 17961, + "constituent": 17962, + "peripheral": 17963, + "recruitment": 17964, + "##ograph": 17965, + "##tler": 17966, + "pumped": 17967, + "Ravi": 17968, + "poked": 17969, + "##gley": 17970, + "Olive": 17971, + "diabetes": 17972, + "discs": 17973, + "liking": 17974, + "sting": 17975, + "fits": 17976, + "stir": 17977, + "Mari": 17978, + "Sega": 17979, + "creativity": 17980, + "weights": 17981, + "Macau": 17982, + "mandated": 17983, + "Bohemia": 17984, + "disastrous": 17985, + "Katrina": 17986, + "Baku": 17987, + "Rajasthan": 17988, + "waiter": 17989, + "##psis": 17990, + "Siberia": 17991, + "verbs": 17992, + "##truction": 17993, + "patented": 17994, + "1782": 17995, + "##ndon": 17996, + "Relegated": 17997, + "Hunters": 17998, + "Greenwood": 17999, + "Shock": 18000, + "accusing": 18001, + "skipped": 18002, + "Sessions": 18003, + "markers": 18004, + "subset": 18005, + "monumental": 18006, + "Viola": 18007, + "comparative": 18008, + "Alright": 18009, + "Barbados": 18010, + "setup": 18011, + "Session": 18012, + "standardized": 18013, + "##ík": 18014, + "##sket": 18015, + "appoint": 18016, + "AFB": 18017, + "Nationalist": 18018, + "##WS": 18019, + "Troop": 18020, + "leaped": 18021, + "Treasure": 18022, + "goodness": 18023, + "weary": 18024, + "originates": 18025, + "100th": 18026, + "compassion": 18027, + "expresses": 18028, + "recommend": 18029, + "168": 18030, + "composing": 18031, + "seventeenth": 18032, + "Tex": 18033, + "Atlético": 18034, + "bald": 18035, + "Finding": 18036, + "Presidency": 18037, + "Sharks": 18038, + "favoured": 18039, + "inactive": 18040, + "##lter": 18041, + "suffix": 18042, + "princes": 18043, + "brighter": 18044, + "##ctus": 18045, + "classics": 18046, + "defendants": 18047, + "culminated": 18048, + "terribly": 18049, + "Strategy": 18050, + "evenings": 18051, + "##ção": 18052, + "##iver": 18053, + "##urance": 18054, + "absorb": 18055, + "##rner": 18056, + "Territories": 18057, + "RBI": 18058, + "soothing": 18059, + "Martín": 18060, + "concurrently": 18061, + "##tr": 18062, + "Nicholson": 18063, + "fibers": 18064, + "swam": 18065, + "##oney": 18066, + "Allie": 18067, + "Algerian": 18068, + "Dartmouth": 18069, + "Mafia": 18070, + "##bos": 18071, + "##tts": 18072, + "Councillor": 18073, + "vocabulary": 18074, + "##bla": 18075, + "##lé": 18076, + "intending": 18077, + "##dler": 18078, + "Guerrero": 18079, + "sunshine": 18080, + "pedal": 18081, + "##TO": 18082, + "administrators": 18083, + "periodic": 18084, + "scholarships": 18085, + "Loop": 18086, + "Madeline": 18087, + "exaggerated": 18088, + "##ressed": 18089, + "Regan": 18090, + 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