{"meta":{"query_hash":"f3317ef49725","filters":{"venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society"},"cohort_total":35,"direct_labels_cover":0,"predictions_cover":35,"exported":35,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f3317ef49725","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+Annual+Meeting+of+the+Berkeley+Linguistics+Society"},"results":[{"id":"W116021008","doi":"10.3765/bls.v37i1.845","title":"Reconsidering the “isolating protolanguage hypothesis” in the evolution of morphology","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Morphology (biology); Evolutionary biology; Epistemology; Biology; Philosophy; Zoology","score_opus":0.0584861767124454,"score_gpt":0.2615283993708602,"score_spread":0.2030422226584148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116021008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6373573,0.0049709245,0.055278048,0.09921573,0.0011136573,0.000029569108,0.00022998871,0.00027698433,0.2015278],"genre_scores_gemma":[0.9896897,0.0005464946,0.005483932,0.001325624,0.00027357182,0.000009368471,0.000053922115,0.00009187519,0.002525426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987465,0.0006441399,0.000052782234,0.0003043845,0.00015275055,0.00009938986],"domain_scores_gemma":[0.99659795,0.0017788154,0.00027663345,0.00060530734,0.0005469266,0.00019443558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038227022,0.0003121161,0.00039272255,0.0008223272,0.0013966085,0.003138602,0.0013715978,0.0020315836,0.008270217],"category_scores_gemma":[0.008083847,0.00034623052,0.0003834853,0.00071305764,0.012129839,0.007925623,0.0024716142,0.002590716,0.0009946651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017097675,0.00004615023,0.012372589,0.00014241842,0.000074560274,0.000662593,0.009248582,0.0021721486,0.008161237,0.8811142,0.0058927974,0.07994178],"study_design_scores_gemma":[0.00007863309,0.00010207175,0.024083048,0.00011387991,0.00009812569,0.0008543608,0.0051510227,0.0068771867,0.0025296872,0.92269754,0.0373055,0.00010894492],"about_ca_topic_score_codex":0.0018372952,"about_ca_topic_score_gemma":0.0028838865,"teacher_disagreement_score":0.008270217,"about_ca_system_score_codex":0.0009959143,"about_ca_system_score_gemma":0.0009542029,"threshold_uncertainty_score":0.027666569},"labels":[],"label_agreement":null},{"id":"W1555443616","doi":"10.3765/bls.v27i1.1115","title":"Voiceless Tone Depressors in Nambya and Botswana Kalang'a","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tone (literature); Geography; Linguistics; Philosophy","score_opus":0.01919636483923737,"score_gpt":0.32035461054355097,"score_spread":0.3011582457043136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555443616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99904174,0.00008560312,0.000015625894,0.000071249655,0.0000054104485,0.000007108517,0.0000967098,7.6765826e-7,0.00067585125],"genre_scores_gemma":[0.9980258,0.00014599891,0.000033805667,0.000075366035,0.000002175033,0.00001312958,0.00010365559,0.0000016725979,0.0015985504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998313,0.000028495999,0.000009809841,0.000027287397,0.000013385823,0.00008972964],"domain_scores_gemma":[0.9998447,0.00003526745,0.00003044129,0.000006808402,0.000027052693,0.000055797194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014809101,0.0002807514,0.0003281216,0.0007362829,0.0020488375,0.0006138351,0.00050708547,0.0005395303,0.003946479],"category_scores_gemma":[0.00044043598,0.00031027044,0.00014764519,0.001134845,0.0007341225,0.00034782314,0.00089702813,0.00043068518,0.0004694296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076007866,0.00025792,0.86933583,0.00020835572,0.000058348905,0.011491988,0.06693357,0.000060009992,0.024378048,0.0006845763,0.0011555151,0.02467582],"study_design_scores_gemma":[0.000019396794,0.00013164835,0.9339605,0.000055675788,0.00002484728,0.0010644898,0.06254642,0.00006431411,0.00043551586,0.00009693422,0.0015885921,0.000011660645],"about_ca_topic_score_codex":0.18457438,"about_ca_topic_score_gemma":0.48624036,"teacher_disagreement_score":0.18457438,"about_ca_system_score_codex":0.0015131991,"about_ca_system_score_gemma":0.0012991843,"threshold_uncertainty_score":0.36700004},"labels":[],"label_agreement":null},{"id":"W1574526779","doi":"10.3765/bls.v30i1.920","title":"Anti-Homophony Effects in Dakelh (Carrier) Valence Morphology","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Prefix; Valence (chemistry); Linguistics; Context (archaeology); Blocking (statistics); Communication; Computer science; Psychology; History; Chemistry; Philosophy","score_opus":0.013970426498108106,"score_gpt":0.29442320945121003,"score_spread":0.28045278295310194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574526779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580469,0.00014701745,0.006007749,0.00011913684,0.000028510934,0.000010766242,0.00004323014,0.00006485721,0.035531748],"genre_scores_gemma":[0.99841404,0.000027779208,0.00072229013,0.00002472761,0.000006300494,0.0000030352267,0.000015464568,0.000037085865,0.0007492265],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999686,0.0000656918,0.000030080315,0.00007405535,0.00009816552,0.000046036246],"domain_scores_gemma":[0.99934405,0.0003101244,0.00007852247,0.00014122862,0.00008940888,0.000036630012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004477593,0.00025776253,0.00018313629,0.00044748903,0.0005309221,0.0012895297,0.00028026575,0.00044370248,0.00359502],"category_scores_gemma":[0.0012596756,0.0002426089,0.00015683334,0.00025695204,0.0019348918,0.0015747426,0.0014886446,0.00068891793,0.00031141762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007154298,0.000089992995,0.02786222,0.00054280204,0.00007342955,0.003298186,0.024111586,0.0006292235,0.5504894,0.2995971,0.000720922,0.091869645],"study_design_scores_gemma":[0.0002266825,0.0014100114,0.4706087,0.00018593692,0.0003035344,0.021490103,0.020707471,0.0066844216,0.19222938,0.218442,0.06744698,0.00026478033],"about_ca_topic_score_codex":0.00032037433,"about_ca_topic_score_gemma":0.00051635643,"teacher_disagreement_score":0.00359502,"about_ca_system_score_codex":0.00026435882,"about_ca_system_score_gemma":0.00016288932,"threshold_uncertainty_score":0.012026548},"labels":[],"label_agreement":null},{"id":"W1947798878","doi":"10.3765/bls.v40i0.3151","title":"The Rhetorics of Urban Aboriginal Place-Making: Studying Aboriginal and Non-Aboriginal Relationship Building in the Intercultural Speaking Event","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Event (particle physics); Place making; Sociology; History; Gender studies; Geography; Aesthetics; Media studies; Architectural engineering; Engineering; Art","score_opus":0.015077266845147005,"score_gpt":0.29947137253579076,"score_spread":0.2843941056906438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947798878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.760078,0.002861257,0.0030420125,0.016508553,0.00023734513,0.00006905642,0.00006380465,0.00003180998,0.2171082],"genre_scores_gemma":[0.9955829,0.00037715366,0.00029633372,0.00016700212,0.00002855247,0.000020417658,0.000010760294,0.00002233873,0.0034945258],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949817,0.0038502105,0.00008519363,0.00022542215,0.0004371227,0.00042047942],"domain_scores_gemma":[0.9892089,0.008411574,0.0007293049,0.00034981623,0.00058677216,0.0007136012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00753871,0.00053930946,0.00041513683,0.0026306778,0.02088954,0.011058839,0.0015953644,0.0020631773,0.0060372553],"category_scores_gemma":[0.011339011,0.0004231054,0.00028493817,0.00280406,0.026216531,0.0056370767,0.007280457,0.0041622836,0.00039267278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001951581,0.000013140686,0.0008441401,0.000049382605,0.0000029309483,0.00015366865,0.9630529,0.00002311247,0.00018533255,0.03330563,0.0003648553,0.0019853052],"study_design_scores_gemma":[0.000004205987,0.000014763777,0.0024673468,0.000105745006,0.000009925837,0.00007571445,0.97251195,0.00009984352,0.00027197285,0.004723843,0.019707823,0.0000068384525],"about_ca_topic_score_codex":0.041130554,"about_ca_topic_score_gemma":0.061096143,"teacher_disagreement_score":0.95886946,"about_ca_system_score_codex":0.008853634,"about_ca_system_score_gemma":0.0064879498,"threshold_uncertainty_score":0.08178228},"labels":[],"label_agreement":null},{"id":"W2133052865","doi":"10.3765/bls.v40i0.3143","title":"The Three Degrees of Definiteness","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Definiteness; Mathematics; Linguistics; Philosophy","score_opus":0.02114608342170399,"score_gpt":0.2270306123422141,"score_spread":0.20588452892051012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133052865","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13626674,0.0018287947,0.11233117,0.007181805,0.0010911445,0.00014759996,0.0012337202,0.0006881851,0.7392309],"genre_scores_gemma":[0.9534881,0.00050722255,0.016951026,0.00081129913,0.0003452863,0.00016775298,0.00046359625,0.00022087041,0.02704483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690694,0.0009969148,0.00032316693,0.0007244062,0.00071744504,0.0003311927],"domain_scores_gemma":[0.99437135,0.0025324046,0.00032264637,0.0013307787,0.0010073786,0.000435431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003493209,0.000700649,0.0006551916,0.0025358493,0.0033754557,0.006109665,0.0011071734,0.0018160718,0.015581754],"category_scores_gemma":[0.00843492,0.00075188756,0.0008048187,0.001239992,0.01110451,0.013956353,0.00366716,0.0030899432,0.0026609076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003772978,0.0000062136196,0.00016645144,0.000021904358,0.000003498379,0.000018244984,0.0004576121,0.00004251972,0.00036285262,0.99243826,0.0011477496,0.005296987],"study_design_scores_gemma":[0.0000140150205,0.000012693483,0.00041814017,0.00002456084,0.000008385664,0.000118403244,0.0005101608,0.00039914402,0.00057053164,0.97941786,0.018485848,0.000020353167],"about_ca_topic_score_codex":0.0010308513,"about_ca_topic_score_gemma":0.0010746272,"teacher_disagreement_score":0.015581754,"about_ca_system_score_codex":0.0013306868,"about_ca_system_score_gemma":0.0008635819,"threshold_uncertainty_score":0.05212617},"labels":[],"label_agreement":null},{"id":"W2144599912","doi":"10.3765/bls.v30i1.955","title":"Scope of Negation and Clause Structure in Japanese","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Negation; Scope (computer science); Linguistics; Dependent clause; Computer science; Natural language processing; Programming language; Philosophy; Sentence","score_opus":0.01243029964635435,"score_gpt":0.22559709226853267,"score_spread":0.2131667926221783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144599912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837618,0.0032789963,0.02675821,0.0015815701,0.00015833502,0.000043067324,0.00040727502,0.00015955219,0.08385121],"genre_scores_gemma":[0.99495643,0.000312104,0.003231979,0.00007798188,0.00004373816,0.00001632746,0.00011679916,0.00005204189,0.0011925972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993197,0.00026179585,0.00008141931,0.00017542417,0.00009131506,0.0000703323],"domain_scores_gemma":[0.997844,0.0013356223,0.00018372401,0.0001580235,0.0003814034,0.00009724762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012454807,0.0003750308,0.00046410973,0.0011133199,0.0022812854,0.0020628436,0.00059832854,0.00084298966,0.0033468031],"category_scores_gemma":[0.0032235538,0.00057013746,0.00043202503,0.0010870865,0.0021632244,0.0051240353,0.0016939056,0.00092050387,0.00022337334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000897342,0.0001495269,0.019747686,0.00088599115,0.000101440266,0.0029773468,0.06049018,0.0015332655,0.05349727,0.79876024,0.004599105,0.056360707],"study_design_scores_gemma":[0.00037982222,0.00039332206,0.15965685,0.00054900505,0.0008952241,0.0039358228,0.036872707,0.029315377,0.028740445,0.6598415,0.07905183,0.00036823214],"about_ca_topic_score_codex":0.009287254,"about_ca_topic_score_gemma":0.012323135,"teacher_disagreement_score":0.009287254,"about_ca_system_score_codex":0.0013803915,"about_ca_system_score_gemma":0.0009846321,"threshold_uncertainty_score":0.018466413},"labels":[],"label_agreement":null},{"id":"W2150877227","doi":"10.3765/bls.v40i0.3157","title":"Stative versus Eventive Predicates and vP-internal Structure","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Linguistics; Computer science; Psychology; Philosophy","score_opus":0.007884930574373585,"score_gpt":0.23354797123486282,"score_spread":0.22566304066048923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150877227","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076976575,0.014952609,0.021633508,0.011970224,0.0013331665,0.00007453328,0.001830028,0.0002606262,0.8709687],"genre_scores_gemma":[0.9197481,0.010846203,0.005516128,0.00068755494,0.0012119961,0.00006745745,0.0029329145,0.00018100558,0.058808602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99944276,0.0002357432,0.000036595568,0.000111927126,0.00010349405,0.000069437774],"domain_scores_gemma":[0.9980532,0.0012979412,0.00016947559,0.00019297951,0.00018122682,0.00010529262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011474082,0.00048295376,0.0005809831,0.00083295966,0.0014765756,0.0058289915,0.0010390686,0.0017149647,0.06995327],"category_scores_gemma":[0.0036277163,0.00032908304,0.00045912756,0.0015201697,0.0027845125,0.0066190665,0.0021363818,0.0020633808,0.0061066253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003219335,0.00008114386,0.0011251221,0.00049137336,0.00004115011,0.00041478017,0.0013864443,0.00030877625,0.0027388132,0.93517244,0.019646468,0.038271427],"study_design_scores_gemma":[0.00007484637,0.00008920803,0.005459281,0.00058617425,0.000116768264,0.000741619,0.0015307391,0.0015592832,0.0030827352,0.899626,0.087099634,0.00003373204],"about_ca_topic_score_codex":0.0016485662,"about_ca_topic_score_gemma":0.0028533265,"teacher_disagreement_score":0.06995327,"about_ca_system_score_codex":0.0011160307,"about_ca_system_score_gemma":0.0005825709,"threshold_uncertainty_score":0.23401695},"labels":[],"label_agreement":null},{"id":"W2176645207","doi":"10.3765/bls.v30i1.932","title":"Constructional Compositionality and Blending","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Principle of compositionality; Computer science; Artificial intelligence","score_opus":0.016194842103328087,"score_gpt":0.2312378189542987,"score_spread":0.21504297685097062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176645207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04873048,0.0004888694,0.71401334,0.0015200537,0.00057177385,0.00010771103,0.00032019112,0.0025597916,0.23168771],"genre_scores_gemma":[0.774352,0.0004072914,0.18155773,0.00034707054,0.00024304481,0.00014700895,0.00066982786,0.0023837243,0.03989228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977404,0.0006736111,0.00021803209,0.00070413854,0.00046303152,0.0002008284],"domain_scores_gemma":[0.99744225,0.0006302035,0.00011170544,0.0013248743,0.0004139711,0.00007699134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020846375,0.00080134865,0.00061881455,0.0013352355,0.0025898248,0.004832122,0.0011703639,0.0011417646,0.018958693],"category_scores_gemma":[0.006971836,0.0008900727,0.0014537867,0.0012360911,0.0040545673,0.012215662,0.0056688655,0.002460885,0.0038069838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057966074,0.00002103675,0.0004347613,0.00005500436,0.000013994198,0.00015789876,0.0010978302,0.0004603338,0.002537941,0.95963365,0.0015425376,0.033986963],"study_design_scores_gemma":[0.000014904668,0.000015348345,0.00042650622,0.000041751933,0.00003386551,0.0003392591,0.00052776525,0.007529338,0.005060204,0.94576335,0.04022411,0.000023566707],"about_ca_topic_score_codex":0.001549872,"about_ca_topic_score_gemma":0.0018565597,"teacher_disagreement_score":0.018958693,"about_ca_system_score_codex":0.0011029425,"about_ca_system_score_gemma":0.0009070691,"threshold_uncertainty_score":0.06342316},"labels":[],"label_agreement":null},{"id":"W2177657017","doi":"10.3765/bls.v31i1.888","title":"Pre-Acadian Cajun French","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Art","score_opus":0.012465725336319948,"score_gpt":0.27199096131825223,"score_spread":0.2595252359819323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177657017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6258261,0.0023727808,0.0009562782,0.0015698799,0.00027504563,0.000019479015,0.00050076656,0.00016497994,0.3683147],"genre_scores_gemma":[0.9405223,0.00058462186,0.0006714564,0.0001705702,0.00010571338,0.000012069191,0.0003828601,0.00005728368,0.05749306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99948704,0.00016770147,0.000021791227,0.00014997466,0.000075399774,0.00009801186],"domain_scores_gemma":[0.99961746,0.00013607285,0.000031887317,0.000041547708,0.00014101971,0.000031949683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039850647,0.0006238219,0.00035366812,0.0009554624,0.0031263817,0.0021087895,0.0002783341,0.00045659544,0.015457217],"category_scores_gemma":[0.00094029406,0.00014714344,0.00017678864,0.0008353306,0.0011186769,0.0006763242,0.0006697269,0.0010556731,0.0011404853],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022937872,0.0002977096,0.08405228,0.0004684791,0.00031896276,0.011332661,0.05339159,0.0017667583,0.031442918,0.42094082,0.03984852,0.35384557],"study_design_scores_gemma":[0.000101223464,0.00029540178,0.25446585,0.00016486507,0.00013211198,0.005400686,0.013391755,0.0013675959,0.0058011007,0.005848948,0.7129607,0.000069774185],"about_ca_topic_score_codex":0.1386512,"about_ca_topic_score_gemma":0.21190383,"teacher_disagreement_score":0.1386512,"about_ca_system_score_codex":0.003731068,"about_ca_system_score_gemma":0.0016653475,"threshold_uncertainty_score":0.2756883},"labels":[],"label_agreement":null},{"id":"W2180531294","doi":"10.3765/bls.v31i1.856","title":"A Cognitive Approach to Mimetic Aspect in Japanese","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cognition; Psychology; Cognitive science; Neuroscience","score_opus":0.016592750394326075,"score_gpt":0.2772104575422536,"score_spread":0.26061770714792754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180531294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38861626,0.0033441915,0.24803248,0.00657639,0.0005559616,0.00008261789,0.00012350337,0.00034009392,0.35232848],"genre_scores_gemma":[0.98003286,0.00035662984,0.017140374,0.00014283536,0.00009586074,0.00002498031,0.000029004541,0.000051336792,0.0021260083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941826,0.00025045368,0.000035231875,0.00012724855,0.00008964878,0.00007920424],"domain_scores_gemma":[0.99910694,0.00045389455,0.000096688265,0.00010629454,0.0001486419,0.00008748746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573034,0.0005593371,0.00031469407,0.0014274428,0.002731763,0.004454489,0.0008395263,0.0011357864,0.004680534],"category_scores_gemma":[0.0033947192,0.0005336488,0.0005481254,0.0008915022,0.0056891213,0.0070438436,0.00222381,0.0017738112,0.00022032362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093557224,0.000054518077,0.002176082,0.0002981073,0.00003038749,0.00065762544,0.051755488,0.0005934579,0.010254639,0.90500647,0.001375639,0.027704041],"study_design_scores_gemma":[0.00006556145,0.0002046537,0.022208668,0.0001974,0.00024426403,0.0023523225,0.028553683,0.02047064,0.00486266,0.87311095,0.04758255,0.00014681966],"about_ca_topic_score_codex":0.003739477,"about_ca_topic_score_gemma":0.0048208213,"teacher_disagreement_score":0.004680534,"about_ca_system_score_codex":0.0012272607,"about_ca_system_score_gemma":0.0009287595,"threshold_uncertainty_score":0.015657961},"labels":[],"label_agreement":null},{"id":"W2184849978","doi":"10.3765/bls.v31i1.876","title":"N-kí-N in Yorùbá and the Semantics of Any","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Semantics (computer science); Yoruba; Computer science; Programming language; Mathematics; Linguistics; Philosophy","score_opus":0.004891777953953659,"score_gpt":0.21024926251863546,"score_spread":0.2053574845646818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184849978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25067887,0.0060976096,0.13742656,0.010909857,0.0013615412,0.000130651,0.00031341036,0.0005701689,0.5925114],"genre_scores_gemma":[0.96956944,0.0006274531,0.013180779,0.00045132588,0.0001189653,0.0000666461,0.00012272388,0.00013839915,0.015724363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992588,0.00027893236,0.000056559264,0.00018809359,0.000057572805,0.00015999998],"domain_scores_gemma":[0.99942434,0.0001993171,0.000049476494,0.00013475528,0.0001373992,0.000054860106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096541876,0.00034768408,0.00072632794,0.0008991718,0.0046850457,0.0025723001,0.00092988455,0.0010828292,0.0069479262],"category_scores_gemma":[0.0022728485,0.000504891,0.00062691164,0.0010058532,0.0071775103,0.011687588,0.003616314,0.0019627598,0.0006763374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053611046,0.000008020629,0.00021294081,0.0000279607,0.000004127847,0.000068865396,0.0017962154,0.00012735387,0.00041681627,0.99354184,0.0006050554,0.003137237],"study_design_scores_gemma":[0.000027917595,0.000018974217,0.0006002127,0.0000477308,0.000020752987,0.000104480976,0.0018133275,0.0011961724,0.00039970415,0.96648484,0.02926436,0.000021458263],"about_ca_topic_score_codex":0.013684084,"about_ca_topic_score_gemma":0.015694195,"teacher_disagreement_score":0.013684084,"about_ca_system_score_codex":0.0024384928,"about_ca_system_score_gemma":0.0014263449,"threshold_uncertainty_score":0.027208865},"labels":[],"label_agreement":null},{"id":"W2283188011","doi":"10.3765/bls.v34i1.3555","title":"On Shallow and Deep Minimality","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geology; Computer science","score_opus":0.026357386254933026,"score_gpt":0.2993449576043486,"score_spread":0.2729875713494156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283188011","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21616565,0.0027739604,0.12576836,0.013097591,0.0011983452,0.00007719741,0.000836124,0.00077621714,0.63930655],"genre_scores_gemma":[0.9604047,0.00049273495,0.011507974,0.0011481822,0.0006461122,0.00006281343,0.00043763296,0.0003603192,0.024939636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875796,0.00036637328,0.00009305363,0.00032457977,0.00022754383,0.00023041891],"domain_scores_gemma":[0.99792224,0.0009862334,0.00009628044,0.0004910638,0.00037365538,0.00013059883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012916494,0.0007018941,0.0012021529,0.0014971587,0.0033526963,0.0023534456,0.0012715159,0.0014544824,0.012134668],"category_scores_gemma":[0.0052823056,0.0007244801,0.0011513607,0.0008237031,0.005376927,0.010719233,0.0047258832,0.0035478012,0.0018179812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041475163,0.000010562321,0.00023641968,0.00002079534,0.0000064094575,0.000058264104,0.00033284398,0.00017313025,0.0004179057,0.9913858,0.002000353,0.005316106],"study_design_scores_gemma":[0.0000031687343,0.0000043361842,0.00017287245,0.0000062804816,0.000003721829,0.000041668893,0.00007748222,0.00042537734,0.00011295928,0.99692035,0.0022258323,0.000006058381],"about_ca_topic_score_codex":0.0023621002,"about_ca_topic_score_gemma":0.0026301376,"teacher_disagreement_score":0.012134668,"about_ca_system_score_codex":0.0011990492,"about_ca_system_score_gemma":0.00070034456,"threshold_uncertainty_score":0.04059452},"labels":[],"label_agreement":null},{"id":"W2284540154","doi":"10.3765/bls.v34i1.3577","title":"A Typological Approach to the Split Scope Readings of Negative Indefinites","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scope (computer science); Linguistics; History; Philosophy; Computer science; Programming language","score_opus":0.023287278728424617,"score_gpt":0.2396596227321302,"score_spread":0.21637234400370559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284540154","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05711157,0.0014203228,0.31241572,0.012004851,0.00089139503,0.0001048198,0.00040410034,0.00045911677,0.6151882],"genre_scores_gemma":[0.927483,0.00055069244,0.0437969,0.0012236373,0.0009063123,0.0001544055,0.0002343927,0.00034315462,0.025307564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99765563,0.0012512633,0.00013510408,0.00036071351,0.0004196867,0.00017761502],"domain_scores_gemma":[0.9965521,0.0019604324,0.00020868842,0.00059100275,0.000526054,0.00016166906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027030369,0.00073940103,0.0006937145,0.0041603805,0.004436241,0.0065145413,0.0026452055,0.0033424082,0.013549116],"category_scores_gemma":[0.006137048,0.00093192095,0.0009537989,0.0028912702,0.013295884,0.022004372,0.0042230184,0.004642849,0.0011193762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074621726,0.000004222062,0.0000630955,0.00000835189,0.0000014531289,0.000044165827,0.00092719926,0.000066303284,0.00011838374,0.99693406,0.0005387054,0.0012864314],"study_design_scores_gemma":[0.000012019649,0.0000053389285,0.00012300177,0.000020536494,0.0000042237098,0.00013926007,0.0009868753,0.0014223607,0.00023208871,0.9865767,0.010468285,0.000009375877],"about_ca_topic_score_codex":0.0021809954,"about_ca_topic_score_gemma":0.0024530035,"teacher_disagreement_score":0.013549116,"about_ca_system_score_codex":0.0028614905,"about_ca_system_score_gemma":0.0010450548,"threshold_uncertainty_score":0.045326293},"labels":[],"label_agreement":null},{"id":"W2286463179","doi":"10.3765/bls.v33i1.3537","title":"Debunking the Trochaic Bias Myth: Evidence from Phonological Development","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Mythology; Linguistics; Cognitive psychology; Art; Literature; Philosophy","score_opus":0.07257904354239302,"score_gpt":0.3362021090456984,"score_spread":0.2636230655033054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286463179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96328527,0.0003581447,0.0029723805,0.0015551912,0.00007887608,0.000017933613,0.00021367072,0.00006934327,0.031449225],"genre_scores_gemma":[0.99612963,0.00019754953,0.0014537376,0.00026646163,0.000021597632,0.000013439465,0.00008611808,0.000069245485,0.0017622246],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979545,0.00035569465,0.00016313334,0.00056355115,0.0008122396,0.00015090648],"domain_scores_gemma":[0.98797476,0.004409902,0.0018935873,0.0029167316,0.0024203162,0.00038469164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002709273,0.00031093287,0.00035370927,0.00085077726,0.0006714176,0.0019625935,0.00080445607,0.0011750668,0.007704544],"category_scores_gemma":[0.018526338,0.0005418293,0.00016878049,0.00046233818,0.003415412,0.0023900955,0.0018338766,0.0014786258,0.0013655137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010266874,0.00062811334,0.30550182,0.00045147308,0.00014311876,0.0050760265,0.033783104,0.0007675679,0.23932853,0.079226755,0.0042739417,0.32979286],"study_design_scores_gemma":[0.00015634921,0.00056589686,0.80505955,0.00030898716,0.00013342989,0.00936938,0.014172296,0.0021835002,0.056761336,0.082581036,0.028554924,0.00015336068],"about_ca_topic_score_codex":0.0034043626,"about_ca_topic_score_gemma":0.004592564,"teacher_disagreement_score":0.007704544,"about_ca_system_score_codex":0.00028247162,"about_ca_system_score_gemma":0.00087102124,"threshold_uncertainty_score":0.0257743},"labels":[],"label_agreement":null},{"id":"W2289290552","doi":"10.3765/bls.v27i1.1105","title":"Object Marking and Agentivity in Navajo Causatives","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Navajo; Object (grammar); Computer science; Artificial intelligence; Linguistics; Philosophy","score_opus":0.011415687401143388,"score_gpt":0.25694079901736466,"score_spread":0.2455251116162213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289290552","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31021184,0.0031817586,0.037786305,0.0023788866,0.00049765664,0.00008119753,0.0003473804,0.00059553864,0.64491946],"genre_scores_gemma":[0.98176277,0.0007972358,0.0036569887,0.00008457432,0.00008534616,0.000024947629,0.00015560197,0.00014033973,0.013292321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992873,0.00027101598,0.000058879334,0.00012587161,0.00015787958,0.00009911097],"domain_scores_gemma":[0.9985501,0.00083365996,0.00018302863,0.00019657206,0.00017133419,0.00006529948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013732832,0.00041753045,0.0006222486,0.0011255436,0.002183691,0.0037203473,0.0006977727,0.0007913332,0.011003738],"category_scores_gemma":[0.004372046,0.0004743788,0.00036598355,0.00087799097,0.0032858443,0.004866034,0.002866214,0.0011247114,0.00086163764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021942996,0.000050733528,0.0028442598,0.00027767738,0.000025155789,0.0006144576,0.010137247,0.00055106316,0.0050152866,0.9441951,0.003368161,0.032701377],"study_design_scores_gemma":[0.00006336809,0.00007025562,0.008531192,0.00045844173,0.000115627096,0.0009125688,0.0059613865,0.0036556576,0.0049801553,0.87977564,0.09541209,0.00006360682],"about_ca_topic_score_codex":0.0038071554,"about_ca_topic_score_gemma":0.0056566545,"teacher_disagreement_score":0.011003738,"about_ca_system_score_codex":0.0011700551,"about_ca_system_score_gemma":0.0006648248,"threshold_uncertainty_score":0.036811173},"labels":[],"label_agreement":null},{"id":"W2291615535","doi":"10.3765/bls.v30i1.959","title":"The Evolution of Hierarchical Structure in Language","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Linguistics; Computer science; Natural language processing; Philosophy","score_opus":0.008580788707568445,"score_gpt":0.226274219553063,"score_spread":0.21769343084549456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291615535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79712033,0.0008237457,0.035129987,0.0058595827,0.00010782701,0.000024381492,0.0003500385,0.0002965878,0.16028751],"genre_scores_gemma":[0.9893707,0.00013209968,0.0063193417,0.00012821537,0.000021594418,0.000008258853,0.00008061787,0.00007407979,0.0038650702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936754,0.00026815428,0.000024557063,0.00017712478,0.000096538584,0.00006615873],"domain_scores_gemma":[0.9971616,0.0012155968,0.00021977832,0.00057085033,0.00062282424,0.00020925462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012699177,0.000099024786,0.00015344603,0.0009519405,0.0013543868,0.002335678,0.00046470226,0.00072585396,0.0070385723],"category_scores_gemma":[0.008567904,0.00031823094,0.00021527718,0.0008009261,0.0034936704,0.0036742296,0.00092462206,0.00084397465,0.0006933179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112069494,0.000034262815,0.010724396,0.0000416971,0.000023678358,0.0002342477,0.0057876683,0.0041406504,0.009106739,0.913271,0.0037138595,0.05280971],"study_design_scores_gemma":[0.00003380918,0.000036706417,0.032639828,0.000038687376,0.000022438075,0.000390488,0.0019379253,0.022175718,0.002513504,0.8971236,0.04303729,0.000050058596],"about_ca_topic_score_codex":0.012451969,"about_ca_topic_score_gemma":0.011474269,"teacher_disagreement_score":0.012451969,"about_ca_system_score_codex":0.0028023869,"about_ca_system_score_gemma":0.00089205534,"threshold_uncertainty_score":0.024758995},"labels":[],"label_agreement":null},{"id":"W2292982127","doi":"10.3765/bls.v35i1.3630","title":"Focused N-Words and Double Negation Readings in Negative Concord Languages","year":2009,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Negation; Linguistics; Computer science; Natural language processing; Mathematics; Programming language; Philosophy","score_opus":0.009347096773520141,"score_gpt":0.26695511273083433,"score_spread":0.2576080159573142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292982127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53549826,0.00070776895,0.20732826,0.0039102165,0.000620451,0.00012055812,0.00053789996,0.0011258546,0.25015074],"genre_scores_gemma":[0.9784021,0.000084479725,0.010495004,0.000311782,0.00012187469,0.000036721714,0.00019877772,0.00021476789,0.01013447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998613,0.00047145248,0.0001312539,0.00031809814,0.00026035233,0.00020579407],"domain_scores_gemma":[0.99648726,0.001726687,0.0002809551,0.00045647245,0.00086445245,0.00018424133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726575,0.0006323414,0.00055521156,0.0012863213,0.0035791579,0.0036010765,0.0012315706,0.0014945598,0.006965237],"category_scores_gemma":[0.0048231166,0.0007892061,0.0005553691,0.0009496735,0.0042565367,0.009399953,0.0030482884,0.0023966283,0.0008626977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001531535,0.00004439297,0.0011359708,0.00007707837,0.000011024211,0.000777657,0.0036657122,0.00024660965,0.003869632,0.9771911,0.002916303,0.0099113975],"study_design_scores_gemma":[0.000054580454,0.000036971087,0.0013197969,0.000071741095,0.000037129415,0.001206281,0.003204873,0.005941301,0.0064087836,0.96063954,0.021020507,0.00005838136],"about_ca_topic_score_codex":0.0034233613,"about_ca_topic_score_gemma":0.004173882,"teacher_disagreement_score":0.006965237,"about_ca_system_score_codex":0.0018666622,"about_ca_system_score_gemma":0.0008730482,"threshold_uncertainty_score":0.023301065},"labels":[],"label_agreement":null},{"id":"W2293926367","doi":"10.3765/bls.v34i1.3581","title":"Nibbling is Not Many Bitings in Italian and French: A Morphosemantic Analysis of Event-Internal Plurality","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Event (particle physics); History; Political science; Physics","score_opus":0.02371090474511469,"score_gpt":0.24381877740297114,"score_spread":0.22010787265785645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293926367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.871144,0.0003388865,0.018062916,0.002250034,0.0000513944,0.000022291892,0.00036861582,0.00032035934,0.10744155],"genre_scores_gemma":[0.99655044,0.000028307793,0.001374039,0.00007189939,0.000027620204,0.0000039152637,0.00008250213,0.000092469214,0.0017687489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992107,0.00028666423,0.00004677327,0.00018928402,0.00015104329,0.00011543753],"domain_scores_gemma":[0.9984584,0.0006736888,0.00019440975,0.00029029467,0.00030733654,0.0000759195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014063958,0.00036950686,0.0004622983,0.0011065698,0.002486304,0.003425724,0.0008603996,0.0010694498,0.0050519267],"category_scores_gemma":[0.0030238777,0.0004611096,0.00047781196,0.0011333633,0.0038314315,0.0037446609,0.0010691533,0.0013294833,0.0004978561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000709414,0.0001397282,0.032469835,0.00017357612,0.00009601273,0.0018714407,0.04271972,0.0015248741,0.02339575,0.8447293,0.0041011106,0.048069198],"study_design_scores_gemma":[0.00023489138,0.0003486749,0.2754555,0.00018870903,0.00039603902,0.00684846,0.040176313,0.037713062,0.015745098,0.49759036,0.124882676,0.00042035044],"about_ca_topic_score_codex":0.02377804,"about_ca_topic_score_gemma":0.028771464,"teacher_disagreement_score":0.02377804,"about_ca_system_score_codex":0.002579532,"about_ca_system_score_gemma":0.00069884746,"threshold_uncertainty_score":0.0472793},"labels":[],"label_agreement":null},{"id":"W2295426442","doi":"10.3765/bls.v32i1.3449","title":"A Closer Look at Salish Intransitive/Transitive Alternations","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Meromorphic and Entire Functions","field":"Mathematics","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Transitive relation; Mathematics; Combinatorics","score_opus":0.016291648932198255,"score_gpt":0.24953974597344492,"score_spread":0.23324809704124666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295426442","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26588672,0.0013105028,0.029768996,0.007820744,0.00048173152,0.00003972315,0.0005967648,0.0008062609,0.69328845],"genre_scores_gemma":[0.9605659,0.00034194134,0.004989108,0.0007841521,0.00015195856,0.000016038372,0.00020763025,0.0005190685,0.032424167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99944884,0.0001651358,0.000034158005,0.00010205109,0.00016329397,0.000086372005],"domain_scores_gemma":[0.99915457,0.000441637,0.000063643325,0.00016712624,0.00014081347,0.000032314594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892582,0.0002827734,0.0004184824,0.0014945441,0.0017762241,0.002410512,0.000594708,0.00080084783,0.026931992],"category_scores_gemma":[0.0017998257,0.00016889206,0.00034619798,0.0016594392,0.002536029,0.006674319,0.0013529952,0.0020561512,0.00238013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013875472,0.000033740886,0.0010676831,0.00007750377,0.000009672237,0.00044726784,0.009731425,0.00015418787,0.0076843672,0.9430416,0.008808164,0.028805535],"study_design_scores_gemma":[0.000052894484,0.00007793358,0.00939192,0.000061902516,0.000036283498,0.0021078924,0.014873205,0.0032953275,0.010827713,0.7171594,0.24205673,0.000058780304],"about_ca_topic_score_codex":0.0041949432,"about_ca_topic_score_gemma":0.006228274,"teacher_disagreement_score":0.026931992,"about_ca_system_score_codex":0.0012492005,"about_ca_system_score_gemma":0.00033826116,"threshold_uncertainty_score":0.09009653},"labels":[],"label_agreement":null},{"id":"W2297456920","doi":"10.3765/bls.v32i1.3467","title":"Some Remarks on the Morphosemantics of Multiple Causative Sequences","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Causative; Biology; Computational biology; Evolutionary biology; Computer science; Artificial intelligence","score_opus":0.01908979511726064,"score_gpt":0.22935066840841212,"score_spread":0.21026087329115148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297456920","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034773566,0.005758372,0.20765056,0.2318138,0.013178477,0.00016620288,0.0012493059,0.0010942653,0.50431544],"genre_scores_gemma":[0.6702067,0.0052878493,0.117853925,0.050719872,0.01997257,0.0005715195,0.0009315428,0.0010312959,0.13342464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99798703,0.00083885144,0.0001782548,0.00042799825,0.00036283405,0.00020509609],"domain_scores_gemma":[0.994605,0.0034716262,0.0002507275,0.0007932506,0.00068141276,0.00019791853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044854986,0.0012136104,0.001117822,0.0015711975,0.0055421377,0.004512146,0.0032201784,0.0061071725,0.027027102],"category_scores_gemma":[0.010040466,0.00080361136,0.0015521233,0.0012196759,0.01037851,0.013199915,0.0030278924,0.0072170272,0.004463324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050223636,0.000013783355,0.00022755803,0.00004034528,0.000012083274,0.0003135453,0.0009286533,0.00026278239,0.00044044756,0.97827095,0.013946529,0.0054930737],"study_design_scores_gemma":[0.000027549639,0.000013672087,0.00048089484,0.00003638061,0.000011825008,0.00029310654,0.00044415225,0.00080162095,0.00040302228,0.95815253,0.039305653,0.000029648902],"about_ca_topic_score_codex":0.0038986688,"about_ca_topic_score_gemma":0.00372459,"teacher_disagreement_score":0.027027102,"about_ca_system_score_codex":0.0010873781,"about_ca_system_score_gemma":0.00063202786,"threshold_uncertainty_score":0.09041464},"labels":[],"label_agreement":null},{"id":"W2310809416","doi":"10.3765/bls.v27i1.1110","title":"Relexification: A Process Available to Human Cognition","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Cognition; Process (computing); Cognitive science; Psychology; Computer science; Cognitive psychology; Neuroscience","score_opus":0.09834635011066532,"score_gpt":0.37525009124274483,"score_spread":0.2769037411320795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310809416","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050828923,0.019930411,0.48720348,0.01734598,0.0023103668,0.00047214187,0.0013971137,0.003188525,0.41732302],"genre_scores_gemma":[0.7146278,0.020697724,0.14027137,0.0019289281,0.0017776965,0.00062919,0.0029191503,0.0014907669,0.11565737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978405,0.0007167027,0.00017305314,0.0005351073,0.0005957715,0.00013870878],"domain_scores_gemma":[0.99389243,0.0025848434,0.00045472968,0.0021022018,0.00066818815,0.0002976005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025083297,0.000857225,0.0007931764,0.0017473333,0.0012454458,0.007410681,0.0021562458,0.0021134405,0.052002925],"category_scores_gemma":[0.02061797,0.0005355122,0.0012121934,0.0022098613,0.0047712764,0.013605712,0.0059043453,0.0030540032,0.012249627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034118115,0.00009300824,0.0011473737,0.0011603262,0.000070275564,0.00055586215,0.0042520026,0.0010582366,0.012269364,0.6929792,0.016059259,0.2700138],"study_design_scores_gemma":[0.000058411333,0.00013944204,0.0028156452,0.00067046593,0.00010888265,0.0007409476,0.0010303687,0.0041851145,0.007304638,0.82915527,0.153722,0.00006879118],"about_ca_topic_score_codex":0.0012882579,"about_ca_topic_score_gemma":0.000980792,"teacher_disagreement_score":0.052002925,"about_ca_system_score_codex":0.00060936244,"about_ca_system_score_gemma":0.0012372702,"threshold_uncertainty_score":0.17396712},"labels":[],"label_agreement":null},{"id":"W2312817032","doi":"10.3765/bls.v30i2.918","title":"The Morphological Status of -ʔat in Nuu-chah-nulth","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Geography; Sociology","score_opus":0.016086321834266473,"score_gpt":0.2788606884255577,"score_spread":0.2627743665912913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312817032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79204476,0.0007952382,0.0007157305,0.0012952345,0.00024311962,0.000036644436,0.0002683654,0.000030013724,0.20457084],"genre_scores_gemma":[0.98665965,0.00017049978,0.00028624173,0.00007767641,0.00003785274,0.000009437725,0.00011650806,0.000024898789,0.012617196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99969876,0.000087919536,0.000023241459,0.00004702562,0.000053591924,0.000089408466],"domain_scores_gemma":[0.99957687,0.00011159509,0.00008294736,0.00004373312,0.00012809507,0.000056741374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045301532,0.00020154996,0.00019202252,0.0007544143,0.0031924858,0.0013729157,0.0003469928,0.00042840643,0.010076617],"category_scores_gemma":[0.00074023433,0.00015094921,0.00006921193,0.0013529616,0.0018988323,0.00093777734,0.00079414825,0.00073086406,0.0009810041],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015598104,0.00015705652,0.0750824,0.00079502625,0.000051125004,0.009039058,0.27271485,0.0002696309,0.058491286,0.37809843,0.017557938,0.18618336],"study_design_scores_gemma":[0.00007755541,0.0005346681,0.34014264,0.00078608136,0.000071158734,0.0072625214,0.15195501,0.0015123169,0.020682503,0.016597427,0.46025896,0.000119288634],"about_ca_topic_score_codex":0.011538359,"about_ca_topic_score_gemma":0.023640351,"teacher_disagreement_score":0.011538359,"about_ca_system_score_codex":0.0013501407,"about_ca_system_score_gemma":0.0008544221,"threshold_uncertainty_score":0.033709645},"labels":[],"label_agreement":null},{"id":"W2317982700","doi":"10.3765/bls.v30i2.910","title":"On the Two Salish Object Agreement Suffixes","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Linguistics; Object (grammar); Agreement; Computer science; Natural language processing; Artificial intelligence; Philosophy","score_opus":0.009889603648924907,"score_gpt":0.24072010306093047,"score_spread":0.23083049941200556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317982700","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25350282,0.00038105028,0.046668362,0.0040731155,0.0015247527,0.00018640017,0.00294748,0.0015716683,0.6891444],"genre_scores_gemma":[0.93055147,0.00014789554,0.010613854,0.00077336346,0.00030484027,0.000115171366,0.0027281572,0.001114952,0.05365031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984938,0.00023801984,0.00016384094,0.0004187302,0.00046650667,0.0002192271],"domain_scores_gemma":[0.9966905,0.0010611144,0.00025135485,0.00092045305,0.0008952249,0.00018126247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010064864,0.0005851324,0.00059917883,0.00084549794,0.002198237,0.0019429927,0.0008613762,0.001631517,0.03606],"category_scores_gemma":[0.003813081,0.000406874,0.0003278714,0.0012496219,0.0022436108,0.0050652586,0.0030170542,0.0026226393,0.009019879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013288804,0.00022880334,0.009914336,0.00029331734,0.00004662741,0.0015125755,0.014732221,0.00020748752,0.06515677,0.77865446,0.026162824,0.10176173],"study_design_scores_gemma":[0.0001404787,0.0003392117,0.019412464,0.00017679141,0.00007083019,0.0040025357,0.01507701,0.0030984469,0.059627805,0.18516998,0.7126874,0.00019714591],"about_ca_topic_score_codex":0.002487373,"about_ca_topic_score_gemma":0.002727617,"teacher_disagreement_score":0.03606,"about_ca_system_score_codex":0.00087254995,"about_ca_system_score_gemma":0.001077576,"threshold_uncertainty_score":0.12063271},"labels":[],"label_agreement":null},{"id":"W2334738844","doi":"10.3765/bls.v31i2.3432","title":"Interpreting Yoruba bare nouns as generic","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Yoruba; Noun; Linguistics; Mathematics; Computer science; Philosophy; Natural language processing","score_opus":0.008058224990254279,"score_gpt":0.2509951541623305,"score_spread":0.2429369291720762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334738844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38809878,0.000927331,0.106756546,0.004351006,0.0017292727,0.00013979457,0.0008339141,0.0032746645,0.4938887],"genre_scores_gemma":[0.9515214,0.00036915214,0.018036487,0.0004754259,0.0002620368,0.00003195792,0.00052796863,0.0014915173,0.02728409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995931,0.00011097265,0.000026611904,0.00012784281,0.000059312486,0.0000822365],"domain_scores_gemma":[0.9995733,0.00009317641,0.00005776529,0.00009492783,0.00015322497,0.000027600767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060795137,0.0007696046,0.0006627521,0.0006583027,0.0021709856,0.0023467792,0.00068370166,0.0011865569,0.012139025],"category_scores_gemma":[0.0013892634,0.000730195,0.00055094104,0.0006722791,0.0024381308,0.004616535,0.0021549342,0.0015685682,0.0022551247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059465284,0.00008651137,0.0060407887,0.0004664698,0.000064225445,0.002888095,0.018776309,0.00047861008,0.048961855,0.86041075,0.020547053,0.040684734],"study_design_scores_gemma":[0.00017804517,0.00018790725,0.021292744,0.0005173931,0.0003220755,0.0039125658,0.027252996,0.0112793315,0.027307507,0.42533803,0.48220998,0.00020145957],"about_ca_topic_score_codex":0.011522256,"about_ca_topic_score_gemma":0.017395638,"teacher_disagreement_score":0.012139025,"about_ca_system_score_codex":0.0016244357,"about_ca_system_score_gemma":0.0006645924,"threshold_uncertainty_score":0.04060906},"labels":[],"label_agreement":null},{"id":"W2344350327","doi":"10.3765/bls.v33i2.3498","title":"Argument Quantification and Qualification in Upper Necaxa Totonac","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Legal processes and jurisprudence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Argument (complex analysis); Philosophy; Chemistry","score_opus":0.016442604328954603,"score_gpt":0.30670229496071216,"score_spread":0.29025969063175755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344350327","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084089294,0.0009574141,0.0046089287,0.0024548515,0.00022796493,0.000047496633,0.0001335285,0.00006536102,0.9074152],"genre_scores_gemma":[0.9115208,0.00025204616,0.003438795,0.0005040123,0.00006538299,0.00005526775,0.00014951325,0.00011675972,0.08389741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887437,0.00025908748,0.000074576004,0.0002940444,0.0002197606,0.00027811222],"domain_scores_gemma":[0.9988875,0.00045506054,0.00006262345,0.00016546006,0.0003284568,0.00010102301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010749757,0.0003212472,0.000772787,0.0017449695,0.011145558,0.0066504655,0.00069174846,0.0014565483,0.018502662],"category_scores_gemma":[0.0030065519,0.00036671784,0.0003578936,0.0019499181,0.0062154196,0.0043940237,0.0042950176,0.0033775482,0.0015258197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000497942,0.000017594906,0.00055761746,0.00003194387,0.0000031872037,0.00022350372,0.009100183,0.00011087803,0.0005550477,0.97485256,0.0034905581,0.011007163],"study_design_scores_gemma":[0.000040907504,0.00005365761,0.008997,0.0002824131,0.000038198847,0.000489479,0.01221272,0.002304973,0.0017913518,0.59430915,0.37940148,0.00007871033],"about_ca_topic_score_codex":0.042487457,"about_ca_topic_score_gemma":0.10244473,"teacher_disagreement_score":0.042487457,"about_ca_system_score_codex":0.007550596,"about_ca_system_score_gemma":0.0036259363,"threshold_uncertainty_score":0.084480286},"labels":[],"label_agreement":null},{"id":"W2345254427","doi":"10.3765/bls.v34i1.3580","title":"The Relative Importance of Rhythm and Intonation for the Perception of New Zealand English Dialects","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intonation (linguistics); Rhythm; Linguistics; Perception; Psychology; History; Art; Philosophy","score_opus":0.02448250877303457,"score_gpt":0.30330463959042503,"score_spread":0.27882213081739043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345254427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900143,0.00010333932,0.0005493502,0.00005177179,0.000013810781,0.000014894272,0.000044436027,0.000008700404,0.009199419],"genre_scores_gemma":[0.99838233,0.00012466704,0.00039548983,0.000016722408,0.000005593325,0.000011416651,0.000042324908,0.000024988633,0.0009964004],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996809,0.000069351656,0.000032131575,0.000085453175,0.000082218634,0.00004990475],"domain_scores_gemma":[0.9984212,0.0005817474,0.00018430548,0.00012402072,0.00044527365,0.00024336933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075194705,0.00037541174,0.00026546355,0.0006812983,0.00062242214,0.0016703637,0.00027386186,0.0003158227,0.0034122067],"category_scores_gemma":[0.004022268,0.00033897557,0.00020585778,0.00034190775,0.0010248794,0.0012132694,0.001128611,0.0005172483,0.00042625703],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039607347,0.000061416475,0.09608237,0.00044888686,0.00009199319,0.00061807805,0.026890846,0.00020070124,0.8080285,0.001259509,0.0003570091,0.061999924],"study_design_scores_gemma":[0.00006295349,0.00025782193,0.97589225,0.000039526927,0.00010828132,0.0006080827,0.009776736,0.00067885587,0.010439962,0.00048386582,0.0016002438,0.000051435116],"about_ca_topic_score_codex":0.054870866,"about_ca_topic_score_gemma":0.09499468,"teacher_disagreement_score":0.054870866,"about_ca_system_score_codex":0.0005661408,"about_ca_system_score_gemma":0.00064225536,"threshold_uncertainty_score":0.109102964},"labels":[],"label_agreement":null},{"id":"W2345328310","doi":"10.3765/bls.v32i2.3493","title":"A Feature Geometry of the Tongan Possessive Paradigm","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Possessive; Feature (linguistics); Geometry; Mathematics; Linguistics; Philosophy","score_opus":0.010928738132270268,"score_gpt":0.22279582064456138,"score_spread":0.2118670825122911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345328310","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22027941,0.0007156343,0.2064452,0.0060040765,0.0002592464,0.00006270455,0.00064508175,0.00033439635,0.56525433],"genre_scores_gemma":[0.97934204,0.00011867996,0.008788346,0.00023478206,0.00009894073,0.000029826168,0.000097040735,0.00008397615,0.011206569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99940753,0.00025150052,0.000026370115,0.0001461216,0.000091827686,0.00007666925],"domain_scores_gemma":[0.999571,0.00013195594,0.0000325155,0.00014643736,0.00008466921,0.000033364417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083348324,0.00028190017,0.00041313723,0.00071910216,0.0020547046,0.002452923,0.0007046712,0.0011228636,0.011605455],"category_scores_gemma":[0.0013158789,0.00032597614,0.000618773,0.0007266132,0.005185943,0.0070866346,0.0017364293,0.0016375966,0.00097271346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006328916,0.0000015349902,0.000057327114,0.0000031799277,0.0000010692102,0.00002077942,0.00016427603,0.00004719469,0.0001860565,0.99837935,0.00022984551,0.00090293115],"study_design_scores_gemma":[0.000008305839,0.000008731815,0.00026310567,0.0000032890687,0.000003887156,0.00009764804,0.0001684816,0.0010817661,0.0001829316,0.99333465,0.0048409062,0.0000062140384],"about_ca_topic_score_codex":0.0036061807,"about_ca_topic_score_gemma":0.003067379,"teacher_disagreement_score":0.011605455,"about_ca_system_score_codex":0.0011923335,"about_ca_system_score_gemma":0.0006214485,"threshold_uncertainty_score":0.03882408},"labels":[],"label_agreement":null},{"id":"W2466882292","doi":"10.3765/bls.v27i1.1099","title":"Highly-articulated Representations in Early Grammars: Evidence from English and French","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Span (engineering); Rule-based machine translation; Linguistics; Natural language processing; Computer science; Artificial intelligence; Philosophy; Engineering","score_opus":0.02668322952884562,"score_gpt":0.3123102631341372,"score_spread":0.28562703360529157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466882292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97680885,0.0008173588,0.003942885,0.00066219637,0.000021269709,0.000016303387,0.0003624174,0.0001009121,0.017267672],"genre_scores_gemma":[0.99674785,0.0002228921,0.0012944117,0.0001156949,0.000013494016,0.000009695223,0.00034102213,0.000079753416,0.0011751998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861014,0.00061045407,0.000067853194,0.0002638117,0.0002285368,0.00021917488],"domain_scores_gemma":[0.986485,0.0078056725,0.00141506,0.0016577186,0.002202531,0.00043398584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029310822,0.00038195078,0.00045400747,0.0009289786,0.0012423464,0.0037129899,0.0008349845,0.001648162,0.0074936952],"category_scores_gemma":[0.015731838,0.0008897981,0.00036664042,0.00083559856,0.0032326288,0.002667264,0.0018548075,0.001567535,0.0010052056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024208352,0.0004018225,0.2717303,0.0011535096,0.0005418975,0.006278987,0.2117842,0.0041467003,0.16956799,0.063106805,0.0042521134,0.26461488],"study_design_scores_gemma":[0.00023129607,0.000403191,0.8890563,0.00033809658,0.00026051814,0.0063089714,0.02919949,0.0047718678,0.013284871,0.031513955,0.024276193,0.0003552289],"about_ca_topic_score_codex":0.0338119,"about_ca_topic_score_gemma":0.04460776,"teacher_disagreement_score":0.0338119,"about_ca_system_score_codex":0.0010122524,"about_ca_system_score_gemma":0.00082784955,"threshold_uncertainty_score":0.067230165},"labels":[],"label_agreement":null},{"id":"W2507202611","doi":"10.3765/bls.v28i1.3840","title":"Tonal Polarity as Phonologically Conditioned Allomorphy in Munduruku","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Allomorph; Morpheme; Optimality theory; Polarity (international relations); Constraint (computer-aided design); Computer science; Context (archaeology); Linguistics; Subcategorization; Selection (genetic algorithm); Set (abstract data type); Noun; Parsing; Natural language processing; Artificial intelligence; Mathematics; Phonology; History; Philosophy; Verb; Biology","score_opus":0.029346087372022656,"score_gpt":0.2989324023779665,"score_spread":0.2695863150059438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507202611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967759,0.00003042764,0.00016311575,0.000021152364,0.0000013749496,0.0000033980066,0.00001549018,0.000002340421,0.0029867932],"genre_scores_gemma":[0.9996823,0.000020746562,0.00010594747,0.0000068760664,0.0000010092123,0.0000024503997,0.000013376848,0.0000040707187,0.00016329023],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982893,0.000039078463,0.0000118289945,0.000028687127,0.000026488982,0.00006506797],"domain_scores_gemma":[0.9997509,0.00009103676,0.000065380176,0.000016725877,0.000039665072,0.00003621907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018391466,0.00016323013,0.00028930756,0.0008672113,0.0012453295,0.0010832585,0.00018735387,0.00022757803,0.0013226754],"category_scores_gemma":[0.0009612422,0.00018031233,0.00012919732,0.00071194005,0.0014094355,0.00066241674,0.0010078629,0.000289731,0.00013838927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009770282,0.0001442295,0.3066668,0.00028388086,0.000043158318,0.0042554685,0.07669693,0.0004349775,0.5292404,0.02266516,0.00036151632,0.058230463],"study_design_scores_gemma":[0.000014205012,0.00012745653,0.9667594,0.000021135655,0.000026292988,0.0010218992,0.016378008,0.00091062114,0.008592448,0.003326125,0.002776949,0.000045475852],"about_ca_topic_score_codex":0.008732533,"about_ca_topic_score_gemma":0.018585347,"teacher_disagreement_score":0.008732533,"about_ca_system_score_codex":0.0005732332,"about_ca_system_score_gemma":0.00030212797,"threshold_uncertainty_score":0.01736337},"labels":[],"label_agreement":null},{"id":"W2511600840","doi":"10.3765/bls.v39i1.3884","title":"Measuring Linguistic Distance in Athapaskan","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cluster analysis; Field (mathematics); Point (geometry); Similarity (geometry); Linguistics; Computer science; Mathematics; Artificial intelligence; Pure mathematics","score_opus":0.016473839197514203,"score_gpt":0.24837436433223675,"score_spread":0.23190052513472253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511600840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926537,0.00009453899,0.0008772857,0.000052847186,0.00000807092,0.000015540141,0.00017044126,0.000012656042,0.0061149253],"genre_scores_gemma":[0.9968328,0.00007039868,0.0020115075,0.000011696436,0.0000044781445,0.000032279717,0.00027860858,0.00001019868,0.00074807304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991254,0.0002608091,0.00009138337,0.00023191486,0.00019258955,0.00009790606],"domain_scores_gemma":[0.99792993,0.0008582321,0.00040927096,0.00014369257,0.00049212616,0.00016677835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871357,0.00028866532,0.00030030956,0.0029449696,0.0017164944,0.0017684646,0.00041390164,0.00043332923,0.0032862332],"category_scores_gemma":[0.004745713,0.00016645918,0.00016685344,0.004551587,0.0010551362,0.0012196603,0.0022161135,0.00070726004,0.0008329072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006431012,0.000264732,0.69661015,0.000526674,0.00019449907,0.0014951916,0.0986805,0.0025569238,0.019544948,0.009735166,0.0017376448,0.16801047],"study_design_scores_gemma":[0.000021962398,0.0004294961,0.89255255,0.00011398904,0.00009011515,0.0015737321,0.083720736,0.003733287,0.0044881385,0.0047633653,0.008431438,0.00008116558],"about_ca_topic_score_codex":0.009614989,"about_ca_topic_score_gemma":0.014883199,"teacher_disagreement_score":0.009614989,"about_ca_system_score_codex":0.0007106551,"about_ca_system_score_gemma":0.0007593861,"threshold_uncertainty_score":0.01911807},"labels":[],"label_agreement":null},{"id":"W2512726229","doi":"10.3765/bls.v28i1.3833","title":"Anaphoric R-Expressions as Bound Variables","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Upper and lower bounds; Combinatorics; Mathematics; Linguistics; Philosophy; Mathematical analysis","score_opus":0.011954709330198111,"score_gpt":0.24685501855118963,"score_spread":0.23490030922099153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512726229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13427743,0.0021385867,0.5470935,0.0024779802,0.00032492128,0.00014582704,0.0005052667,0.0021205358,0.310916],"genre_scores_gemma":[0.89846736,0.0011500554,0.06205225,0.00053549994,0.00026385265,0.00007898078,0.00041760434,0.00097300217,0.03606153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968919,0.0013257,0.00015623713,0.00079179584,0.0006162191,0.00021813149],"domain_scores_gemma":[0.9969759,0.0016247738,0.00027093297,0.0007698526,0.00029493164,0.0000635392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017396292,0.00062876,0.000681986,0.0014140017,0.002589824,0.0065117925,0.0015262738,0.0015160367,0.015615346],"category_scores_gemma":[0.0048561497,0.001054254,0.00061487005,0.0019487947,0.005286023,0.012392372,0.0044147843,0.0030345875,0.0029820958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061979226,0.0000137679535,0.00042290497,0.00013668872,0.000012533259,0.0005198968,0.0057258722,0.00036625558,0.003965789,0.9737916,0.0014895031,0.013493048],"study_design_scores_gemma":[0.00008770553,0.00006038257,0.0017632461,0.00024336684,0.00020419566,0.0028737576,0.005839802,0.01064239,0.032945137,0.7725835,0.17263204,0.0001245013],"about_ca_topic_score_codex":0.0014158093,"about_ca_topic_score_gemma":0.0011680824,"teacher_disagreement_score":0.015615346,"about_ca_system_score_codex":0.0013156177,"about_ca_system_score_gemma":0.0007203831,"threshold_uncertainty_score":0.052238524},"labels":[],"label_agreement":null},{"id":"W37696052","doi":"10.3765/bls.v30i1.946","title":"Long-Distance Voicing Agreement: An Evolutionary Perspective","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Voice; Perspective (graphical); Agreement; Evolutionary biology; Biology; Computer science; Linguistics; Artificial intelligence; Speech recognition; Philosophy","score_opus":0.019352691380713848,"score_gpt":0.3172398940784168,"score_spread":0.29788720269770297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37696052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085269,0.004366222,0.021603411,0.0030038625,0.00012085586,0.000044646105,0.00013081399,0.000049003862,0.062154304],"genre_scores_gemma":[0.9935452,0.0008838745,0.002696341,0.00019022371,0.00006257287,0.000008645526,0.000068615984,0.000032548498,0.002511972],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981287,0.0005753839,0.000059079885,0.00078771607,0.00019373857,0.0002553472],"domain_scores_gemma":[0.9975497,0.0010116713,0.0002806098,0.0002734854,0.00062470225,0.00025982273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004270582,0.0005724846,0.0007392418,0.0013030997,0.001501158,0.003052546,0.0017406074,0.002583686,0.009477186],"category_scores_gemma":[0.004713338,0.00047333247,0.00035679102,0.0013732447,0.0035147052,0.004018835,0.0018882414,0.0017383555,0.0010429011],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017166595,0.0005088286,0.09447143,0.00060542155,0.00085048337,0.0056830747,0.02784055,0.013395656,0.21674782,0.2694731,0.0015444508,0.3671625],"study_design_scores_gemma":[0.00030575975,0.0012447688,0.52511066,0.00068003987,0.00046308618,0.007931966,0.026096763,0.03738823,0.02185232,0.31831542,0.059866715,0.0007441751],"about_ca_topic_score_codex":0.0017768855,"about_ca_topic_score_gemma":0.0027913952,"teacher_disagreement_score":0.009477186,"about_ca_system_score_codex":0.0011111102,"about_ca_system_score_gemma":0.0006655393,"threshold_uncertainty_score":0.031704366},"labels":[],"label_agreement":null},{"id":"W4212993136","doi":"10.3765/bls.v31i1.890","title":"Pre-Acadian Cajun French","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Art","score_opus":0.012465725336319948,"score_gpt":0.27199096131825223,"score_spread":0.2595252359819323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212993136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6258261,0.0023727808,0.0009562782,0.0015698799,0.00027504563,0.000019479015,0.00050076656,0.00016497994,0.3683147],"genre_scores_gemma":[0.9405223,0.00058462186,0.0006714564,0.0001705702,0.00010571338,0.000012069191,0.0003828601,0.00005728368,0.05749306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948704,0.00016770147,0.000021791227,0.00014997466,0.000075399774,0.00009801186],"domain_scores_gemma":[0.99961746,0.00013607285,0.000031887317,0.000041547708,0.00014101971,0.000031949683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039850647,0.0006238219,0.00035366812,0.0009554624,0.0031263817,0.0021087895,0.0002783341,0.00045659544,0.015457217],"category_scores_gemma":[0.00094029406,0.00014714344,0.00017678864,0.0008353306,0.0011186769,0.0006763242,0.0006697269,0.0010556731,0.0011404853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022937872,0.0002977096,0.08405228,0.0004684791,0.00031896276,0.011332661,0.05339159,0.0017667583,0.031442918,0.42094082,0.03984852,0.35384557],"study_design_scores_gemma":[0.000101223464,0.00029540178,0.25446585,0.00016486507,0.00013211198,0.005400686,0.013391755,0.0013675959,0.0058011007,0.005848948,0.7129607,0.000069774185],"about_ca_topic_score_codex":0.1386512,"about_ca_topic_score_gemma":0.21190383,"teacher_disagreement_score":0.1386512,"about_ca_system_score_codex":0.003731068,"about_ca_system_score_gemma":0.0016653475,"threshold_uncertainty_score":0.2756883},"labels":[],"label_agreement":null},{"id":"W746317450","doi":"10.3765/bls.v38i0.3325","title":"The Articulatory Function of the Larynx and the Origins of Speech","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Centre National de la Recherche Scientifique; Social Sciences and Humanities Research Council of Canada; University of Texas at Arlington","keywords":"Articulator; Phonation; Vocal tract; Larynx; Glottis; Speech production; Pharynx; Vocal folds; Formant; Articulation (sociology); Mechanism (biology); Manner of articulation; Articulatory phonetics; Range (aeronautics); Anatomy; Audiology; Psychology; Acoustics; Biology; Speech recognition; Computer science; Medicine; Vowel; Physics; Orthodontics; Engineering","score_opus":0.015430749886599534,"score_gpt":0.28519474006452117,"score_spread":0.26976399017792163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W746317450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46908087,0.1665364,0.042984623,0.0060807974,0.0011385143,0.000053634092,0.00022723406,0.00025533742,0.31364256],"genre_scores_gemma":[0.9622414,0.012649309,0.003152308,0.00013230275,0.00030844944,0.000017035632,0.000047064175,0.000037297494,0.021414801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983466,0.000047380232,0.000012337544,0.00004227812,0.00003632845,0.000026946696],"domain_scores_gemma":[0.99984384,0.000074992815,0.000022446602,0.000012887553,0.000029298428,0.000016529555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039526343,0.00022730695,0.00016463743,0.00043759402,0.00051518466,0.0020989587,0.0003111992,0.0008293529,0.0025211005],"category_scores_gemma":[0.00089399656,0.0001792907,0.000099048775,0.00022588558,0.0026853203,0.0013566228,0.000706414,0.000637269,0.0006494165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017945412,0.000020328951,0.004580125,0.00032582655,0.0000151292525,0.0032537694,0.009880856,0.0014853644,0.036189273,0.7696221,0.0018685233,0.17257923],"study_design_scores_gemma":[0.00004852426,0.00045827703,0.11263092,0.0010802505,0.000054163145,0.0053674057,0.012312213,0.009044913,0.028820213,0.3936804,0.43631527,0.00018743692],"about_ca_topic_score_codex":0.0022285571,"about_ca_topic_score_gemma":0.0015433047,"teacher_disagreement_score":0.0025211005,"about_ca_system_score_codex":0.00063901965,"about_ca_system_score_gemma":0.0005846162,"threshold_uncertainty_score":0.008433938},"labels":[],"label_agreement":null},{"id":"W760053339","doi":"10.3765/bls.v38i0.3335","title":"The Representation of Contour Tones in Cantonese","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Annual Meeting of the Berkeley Linguistics Society","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ohio State University; University of Pennsylvania","keywords":"Tone (literature); Bantu languages; Phonology; Representation (politics); Pitch contour; Linguistics; Speech recognition; Mathematics; Computer science","score_opus":0.029624547946670007,"score_gpt":0.343481754287988,"score_spread":0.313857206341318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W760053339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91677797,0.0005029896,0.0037288156,0.00047249635,0.000066666405,0.000016214777,0.0003364572,0.000059384085,0.07803893],"genre_scores_gemma":[0.99674964,0.00008443803,0.00083780015,0.000036707792,0.000008702317,0.000005095617,0.00008528765,0.000011228144,0.0021810587],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9997831,0.00004413384,0.000013937562,0.000068722395,0.000042977248,0.000047107424],"domain_scores_gemma":[0.99914193,0.0002085594,0.000106092266,0.00020111068,0.00026223678,0.00007998113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179453,0.00035156845,0.00013919393,0.0009252209,0.0009956658,0.0022791883,0.0003134168,0.00033324573,0.0056611323],"category_scores_gemma":[0.0018300324,0.00016798542,0.00013751871,0.00088684366,0.0016033312,0.0008606001,0.00096259214,0.0005158657,0.00039117885],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023483217,0.0000965836,0.08608914,0.00048717886,0.00008741427,0.003467361,0.090005435,0.002363326,0.27780294,0.13239378,0.0071339463,0.39772454],"study_design_scores_gemma":[0.00016345004,0.00051656755,0.8284519,0.00037625953,0.00012631644,0.0019409035,0.026408378,0.014026163,0.017300397,0.054942064,0.055462293,0.00028532275],"about_ca_topic_score_codex":0.06978452,"about_ca_topic_score_gemma":0.053425044,"teacher_disagreement_score":0.06978452,"about_ca_system_score_codex":0.0016199595,"about_ca_system_score_gemma":0.00046303435,"threshold_uncertainty_score":0.13875663},"labels":[],"label_agreement":null}]}