{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"50702b71ff9e","filters":{"venue":"Recherches linguistiques de Vincennes"}},"results":[{"id":"W1572327052","doi":"10.4000/rlv.1706","title":"Verbal and nominal classes in Arabic and Chinese","year":2008,"lang":"fr","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Arabic; Humanities; Linguistics; Philosophy","authors":[{"name":"Abdelkader Fassi Fehri","is_ca":false},{"name":"Marie-Thérèse Vinet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06386421746279275,"gpt":0.3075079204892944,"spread":0.2436437030265017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001052801,0.0004280846,0.0005353048,0.0002236523,0.0003698345,0.0002275286,0.0001612506,0.0004209553,0.00008626367],"category_scores_gemma":[0.006987814,0.0004381084,0.00008043929,0.0001014597,0.001054848,0.0001701644,0.0001246114,0.0006295102,0.00001841437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387391,"about_ca_system_score_gemma":0.0003035237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04087601,"about_ca_topic_score_gemma":0.01450537,"domain_scores_codex":[0.997674,0.0004635719,0.0005891084,0.000535204,0.0001750503,0.0005630647],"domain_scores_gemma":[0.997675,0.001411655,0.0002071489,0.000236029,0.0002842222,0.0001859161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002366773,0.0005202528,0.2405677,0.001284106,0.000142308,0.0007602758,0.2251367,0.00001543124,0.0002488416,0.5218282,0.0001398408,0.009119733],"study_design_scores_gemma":[0.001897269,0.000617501,0.4454453,0.001835143,0.000256151,0.000905688,0.008247349,0.01325784,0.0003918046,0.4851117,0.04031635,0.001717914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562475,0.02155381,0.0001243576,0.009037678,0.001571317,0.0002591056,0.00005565521,0.0001050989,0.01104548],"genre_scores_gemma":[0.9745639,0.009164588,0.007501226,0.0001489874,0.004772117,0.00001798539,0.00001652424,0.00006188812,0.003752765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168893,"threshold_uncertainty_score":0.9998071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002836904","doi":"10.4000/rlv.1383","title":"Sériation des adjectifs dans le SN et formation de concepts","year":2005,"lang":"fr","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Denis Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09534298285504361,"gpt":0.3773782941266539,"spread":0.2820353112716102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002157928,0.0003660308,0.0003808641,0.000169539,0.0007570235,0.0006581247,0.0002758734,0.0003709983,0.0004121919],"category_scores_gemma":[0.003127349,0.0003888037,0.0002902017,0.000115467,0.0006340008,0.0004556245,0.00007184008,0.0004919278,0.0001017301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022652,"about_ca_system_score_gemma":0.000875304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0397661,"about_ca_topic_score_gemma":0.04782937,"domain_scores_codex":[0.997295,0.0008524189,0.0006035899,0.0003553342,0.0002194392,0.000674272],"domain_scores_gemma":[0.9979063,0.00054958,0.0003229745,0.0003026238,0.0007026258,0.0002159295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003828367,0.0003311135,0.0007969926,0.0002690545,0.0001470728,0.00001955604,0.1431915,0.0008618068,0.0003519993,0.8353947,0.001430508,0.01716747],"study_design_scores_gemma":[0.0006225309,0.0002030746,0.001050631,0.000741473,0.0005572473,0.00003882735,0.02769551,0.04633872,0.01336846,0.1229744,0.7855198,0.0008893208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2561932,0.04245117,0.03741255,0.008263224,0.001288111,0.0004578545,0.0003053627,0.0004813193,0.6531473],"genre_scores_gemma":[0.9329838,0.00765004,0.02269038,0.0006486457,0.01011451,0.00003401397,0.0001348876,0.00007230042,0.02567148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7840893,"threshold_uncertainty_score":0.9998564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069120931","doi":"10.4000/rlv.2006","title":"Nominalizations: new insights and theoretical implications","year":2011,"lang":"en","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Nominalization; Event (particle physics); Section (typography); Simple (philosophy); Class (philosophy); Linguistics; Computer science; Epistemology; Philosophy; Artificial intelligence; Noun; Physics; Astrophysics","authors":[{"name":"Isabelle Roy","is_ca":true},{"name":"Elena Soare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1187303521496034,"gpt":0.3082203142210431,"spread":0.1894899620714397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003608124,0.0001805079,0.0001889574,0.0001149146,0.0002364744,0.0001501723,0.0001885093,0.0001355483,0.000531563],"category_scores_gemma":[0.003882049,0.0001671837,0.00005275106,0.00005212224,0.0004299162,0.00008128784,0.00006188524,0.0001779021,0.0000405614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388056,"about_ca_system_score_gemma":0.0001814039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003673634,"about_ca_topic_score_gemma":0.001716889,"domain_scores_codex":[0.9989214,0.0001590981,0.000312634,0.0002847711,0.00008407253,0.0002380022],"domain_scores_gemma":[0.9986904,0.0004331247,0.000117236,0.0002718518,0.0003342032,0.0001532056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001218674,0.00005148113,0.001035793,0.00002190715,0.00002468181,0.000002591667,0.1066172,1.961859e-7,0.00003987002,0.8903462,0.00009435385,0.001753506],"study_design_scores_gemma":[0.0001299235,0.00005903131,0.003808966,0.00006319235,0.0000759299,0.000009200831,0.002189304,0.0004175549,0.0007911801,0.9834918,0.008733443,0.0002305255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3864973,0.002938533,0.05602707,0.01933978,0.00229144,0.00123026,0.00006491086,0.001594318,0.5300164],"genre_scores_gemma":[0.9666518,0.0002615819,0.02985289,0.0002689951,0.001906422,0.00002272726,0.00001905814,0.00003746333,0.0009790822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5801545,"threshold_uncertainty_score":0.6817551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231323871","doi":"10.4000/rlv.489","title":"Templatic Architecture","year":2003,"lang":"fr","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Humanities; Philosophy; Merge (version control); Computer science; Information retrieval","authors":[{"name":"Sabrina Bendjaballah","is_ca":true},{"name":"Martin Haiden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09416690213738278,"gpt":0.3420829130590846,"spread":0.2479160109217018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001667007,0.0005354723,0.000595393,0.0002243934,0.0005888164,0.0005997869,0.0003456282,0.0004658253,0.003075656],"category_scores_gemma":[0.007401459,0.0005163285,0.0004493365,0.0001518397,0.0007604106,0.00007197251,0.00005758542,0.000886204,0.0002631336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005985361,"about_ca_system_score_gemma":0.0006450402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609732,"about_ca_topic_score_gemma":0.002815099,"domain_scores_codex":[0.9966589,0.0009441514,0.0006220069,0.0005651974,0.0002808897,0.0009288134],"domain_scores_gemma":[0.9973449,0.0009819913,0.0002492591,0.0005462838,0.0005279475,0.0003495853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001692714,0.0002774395,0.0006920275,0.0003829998,0.0002981615,0.0001509114,0.01314476,0.0001377228,0.00002835079,0.9772369,0.0029081,0.004725688],"study_design_scores_gemma":[0.0001905915,0.0001028326,0.00004278959,0.0003728877,0.0004465595,0.00003741765,0.001991805,0.000422254,0.0006779878,0.2127321,0.782425,0.000557696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01377214,0.0799506,0.002209418,0.003000129,0.003232419,0.0002914571,0.0001745184,0.0002403848,0.8971289],"genre_scores_gemma":[0.6899391,0.008434677,0.02864667,0.001017181,0.01651304,0.00004543268,0.00005805536,0.0002037176,0.2551422],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7795169,"threshold_uncertainty_score":0.9997289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065910012","doi":"10.4000/rlv.1454","title":"Are children’s grammars rogue grammars? Glide substitution in branching onsets","year":2006,"lang":"en","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"Heather Goad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06110681881121101,"gpt":0.3751719430155444,"spread":0.3140651242043334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001826348,0.0003172102,0.0004034051,0.0003577184,0.0001449258,0.00009031774,0.0004637597,0.0006748873,0.00008656162],"category_scores_gemma":[0.001532773,0.0003327779,0.0001391714,0.0004491802,0.0002739716,0.00005943362,0.00009687357,0.001195778,0.0001143955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006622478,"about_ca_system_score_gemma":0.000157349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03592332,"about_ca_topic_score_gemma":0.01858493,"domain_scores_codex":[0.9966943,0.001033355,0.0005084462,0.0006267735,0.0001919506,0.0009452235],"domain_scores_gemma":[0.9983525,0.0006322722,0.0002296511,0.0005015139,0.0001462968,0.0001377756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976003,0.0006469486,0.9571557,0.00005029386,0.00008347247,0.0005163878,0.003195832,0.0001314433,0.002476086,0.02748286,0.001166837,0.006796537],"study_design_scores_gemma":[0.0006866533,0.0000706216,0.9177564,0.0001230766,0.00001802974,0.0001173171,0.0001278257,0.0001577665,0.002663524,0.07618445,0.001706717,0.0003876028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907107,0.003327302,0.0008642164,0.0004004944,0.0005383273,0.0003698776,0.00004000877,0.0002335875,0.00351549],"genre_scores_gemma":[0.993673,0.0002340929,0.004265888,0.000158282,0.0007720029,0.00009193787,0.00009132994,0.00005538606,0.0006581101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04870159,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022648705","doi":"10.4000/rlv.1443","title":"Facteurs prosodiques et articulatoires dans l’harmonie consonantique et la métathèse en acquisition du français langue première","year":2006,"lang":"fr","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Yvan Rose","is_ca":true},{"name":"Christophe dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03751912425976373,"gpt":0.3868948105522559,"spread":0.3493756862924922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005123832,0.000655934,0.0006843825,0.0002447014,0.0002095009,0.0002911574,0.0006193505,0.001872291,0.0003535368],"category_scores_gemma":[0.002043446,0.000681587,0.0003022551,0.0003754654,0.000982649,0.0001685007,0.0002473505,0.002110353,0.0002342599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005208527,"about_ca_system_score_gemma":0.000712478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04833355,"about_ca_topic_score_gemma":0.005872473,"domain_scores_codex":[0.9880815,0.00867934,0.0007664569,0.0009432907,0.0003200332,0.001209415],"domain_scores_gemma":[0.9944152,0.003852159,0.0002782537,0.0006612674,0.0005118283,0.0002813542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008350196,0.004114456,0.4426435,0.001172535,0.0006269062,0.003150402,0.1415298,0.0002185429,0.09181067,0.2813286,0.02064123,0.01192832],"study_design_scores_gemma":[0.001413511,0.0005481712,0.727159,0.0008698769,0.0002015446,0.0007751268,0.001547092,0.00120909,0.06874481,0.07434369,0.1219672,0.00122084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202529,0.01620173,0.002900154,0.01067586,0.0007929689,0.0007810919,0.0005323008,0.0004523869,0.04741063],"genre_scores_gemma":[0.9758497,0.006009766,0.009207219,0.000681126,0.00129064,0.0001929308,0.0003095561,0.000161008,0.006298091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2845155,"threshold_uncertainty_score":0.9995635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035829134","doi":"10.4000/rlv.1201","title":"Regards sur la phonologie des langues signées","year":2000,"lang":"fr","type":"article","venue":"Recherches linguistiques de Vincennes","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Christopher Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1456244175535007,"gpt":0.4272758768761095,"spread":0.2816514593226088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003814727,0.0005699442,0.0007088032,0.0002220647,0.0002831459,0.0002047366,0.0008742909,0.002027104,0.00772358],"category_scores_gemma":[0.00501441,0.000593625,0.0003096281,0.0004975042,0.002413447,0.0001096438,0.0001672481,0.001961606,0.001933268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738369,"about_ca_system_score_gemma":0.0006837153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02968917,"about_ca_topic_score_gemma":0.00208264,"domain_scores_codex":[0.9923271,0.004275419,0.0006240763,0.0008809704,0.0002377607,0.001654672],"domain_scores_gemma":[0.9941146,0.004066729,0.0001374083,0.0008720277,0.0004176231,0.0003916154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001039475,0.001947928,0.01714203,0.0007362962,0.0008556431,0.001984264,0.06822667,0.00005039131,0.006564514,0.006742438,0.05473985,0.8399705],"study_design_scores_gemma":[0.001075341,0.0007851032,0.07694493,0.0006701518,0.0001392587,0.0004802056,0.0007534102,0.0004005136,0.01087135,0.08598375,0.8209427,0.0009532967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6562109,0.09590516,0.0000907715,0.002539864,0.0009657067,0.0002840988,0.0001249435,0.0003936029,0.2434849],"genre_scores_gemma":[0.5912361,0.07341386,0.01373674,0.0005284839,0.002659256,0.0001076287,0.00005321243,0.0001827651,0.318082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8390172,"threshold_uncertainty_score":0.9996515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}