{"meta":{"query_hash":"510332309518","filters":{"venue":"Cognition représentation langages"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/510332309518","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cognition+repre%CC%81sentation+langages"},"results":[{"id":"W1983277920","doi":"10.4000/corela.286","title":"Anthropologie de la communication : la question du féminin en français","year":2008,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"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":"","keywords":"Humanities; Art; Political science","score_opus":0.18888717002597052,"score_gpt":0.4986434899802441,"score_spread":0.30975631995427355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983277920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7167206,0.0049762484,0.011345801,0.062047604,0.0027121052,0.00057063444,0.000092790826,0.00045322132,0.20108101],"genre_scores_gemma":[0.95817065,0.027954837,0.007205959,0.0006304632,0.001590443,0.0001232882,0.0005533646,0.000025871008,0.0037450918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9864123,0.01228832,0.00038375735,0.00033435735,0.0002899786,0.0002912872],"domain_scores_gemma":[0.9898736,0.009123234,0.00027657792,0.00022958827,0.00038085048,0.00011618402],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006155578,0.00018631452,0.00019974454,0.0001254489,0.0016632444,0.00007482366,0.00022365559,0.00048212614,0.0011077491],"category_scores_gemma":[0.004425542,0.00022403146,0.0001070276,0.000388964,0.0044598244,0.00054627797,0.000036137262,0.00048298234,0.0002685002],"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":[0.000028634508,0.000983106,0.16730063,0.00012078242,0.000182553,0.000025822612,0.3622641,0.0001346394,0.00096187054,0.39820883,0.033800427,0.035988595],"study_design_scores_gemma":[0.0012531099,0.00009795731,0.5994449,0.00036923855,0.00023192888,0.00021009851,0.28094485,0.00026838804,0.0010313214,0.035354946,0.08019743,0.0005957966],"about_ca_topic_score_codex":0.001946274,"about_ca_topic_score_gemma":0.00009224141,"teacher_disagreement_score":0.4321443,"about_ca_system_score_codex":0.00015919769,"about_ca_system_score_gemma":0.00032294693,"threshold_uncertainty_score":0.9998054},"labels":[],"label_agreement":null},{"id":"W2046782665","doi":"10.4000/corela.317","title":"Le langage : une empreinte cognitive","year":2008,"lang":"fr","type":"article","venue":"Cognition représentation langages","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":"Université de Montréal; McGill University; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Humanities; Philosophy","score_opus":0.04773152507306139,"score_gpt":0.27902499095982813,"score_spread":0.23129346588676675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046782665","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38504946,0.003576294,0.01633747,0.09212053,0.01058489,0.0019112448,0.0025006472,0.0010084276,0.48691106],"genre_scores_gemma":[0.947406,0.00071119366,0.00035724445,0.0009993046,0.0033364175,0.00008806637,0.0019549946,0.00008660746,0.04506015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9971298,0.0006055548,0.00069242984,0.0006292192,0.00049031153,0.00045268625],"domain_scores_gemma":[0.9970949,0.0009313862,0.00048393433,0.00028739465,0.0010441865,0.00015818921],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042623363,0.00038094693,0.000398104,0.00026483578,0.0017470587,0.00024576116,0.00014950644,0.00021435787,0.0031782917],"category_scores_gemma":[0.0015576124,0.0004570735,0.00022353724,0.00019675674,0.000840087,0.00055992993,0.000067420166,0.00049918547,0.00259225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026456217,0.0012481009,0.002733769,0.00056713703,0.00081937585,0.0007524764,0.17385387,0.0000475753,0.00086996483,0.7899717,0.016553592,0.012317861],"study_design_scores_gemma":[0.015879577,0.0011400204,0.12132638,0.0045349374,0.0036329734,0.0012350077,0.39623296,0.0030338916,0.029337157,0.28782246,0.13109404,0.0047306116],"about_ca_topic_score_codex":0.009571485,"about_ca_topic_score_gemma":0.0018959681,"teacher_disagreement_score":0.5623566,"about_ca_system_score_codex":0.00007272899,"about_ca_system_score_gemma":0.0002294736,"threshold_uncertainty_score":0.9997881},"labels":[],"label_agreement":null},{"id":"W2071786876","doi":"10.4000/corela.574","title":"La modification adjectivale en arabe à la lumière de la grammaire adaptative","year":2005,"lang":"fr","type":"article","venue":"Cognition représentation langages","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":"Université du Québec à Montréal","funders":"","keywords":"Philosophy; Humanities","score_opus":0.029044000019413572,"score_gpt":0.3493958718145303,"score_spread":0.3203518717951167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071786876","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022443382,0.009892337,0.9203785,0.0075794524,0.00032607984,0.000670347,0.00008637143,0.0014281996,0.03719532],"genre_scores_gemma":[0.80075824,0.00056356395,0.19329043,0.00045405948,0.0003518053,0.00013781356,0.0001372447,0.000037135334,0.0042696926],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99485177,0.0033116546,0.00040029577,0.00066373934,0.00041376392,0.00035878608],"domain_scores_gemma":[0.99674964,0.0019663833,0.0003538124,0.00038815165,0.00040288208,0.00013910682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017571321,0.00030225486,0.00023576587,0.00023141275,0.0003069052,0.00060906465,0.00043636837,0.00046510075,0.000120614],"category_scores_gemma":[0.001109341,0.00033106224,0.00012604054,0.0005711783,0.000395049,0.0016635256,0.00012880514,0.0008540949,0.0001743285],"study_design_candidate":"design_other","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":[0.0000494095,0.00041498503,0.000317518,0.00021869432,0.000083519524,0.000108885855,0.02762793,0.0003320737,0.017234009,0.10410726,0.010050457,0.83945525],"study_design_scores_gemma":[0.0040760054,0.00039216003,0.029878551,0.0028501262,0.00060800626,0.0025270982,0.0130234435,0.113556236,0.4396033,0.28825697,0.10260413,0.0026239546],"about_ca_topic_score_codex":0.00018320652,"about_ca_topic_score_gemma":0.00003736839,"teacher_disagreement_score":0.83683133,"about_ca_system_score_codex":0.0002467529,"about_ca_system_score_gemma":0.00023166256,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2082713712","doi":"10.4000/corela.3524","title":"Au delà de l’opposition quantitatif/qualitatif. Convergence des opérations de la recherche en analyse du discours","year":2014,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":8,"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":"Humanities; Philosophy; Political science","score_opus":0.5681128917809167,"score_gpt":0.5818290922056705,"score_spread":0.013716200424753744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082713712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68754953,0.00061984855,0.24577855,0.030535366,0.0013207312,0.0003636526,0.00009860046,0.00016360045,0.033570133],"genre_scores_gemma":[0.95001876,0.0019319481,0.042377047,0.00091992377,0.0019814663,0.00016030684,0.0006679536,0.000028991832,0.0019136099],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9755934,0.022768317,0.0004798608,0.00041327812,0.0003070296,0.00043811873],"domain_scores_gemma":[0.97631663,0.022436664,0.00033960555,0.0001815995,0.0005005687,0.00022494877],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.017056463,0.0002130338,0.00022444052,0.00016405608,0.0015851056,0.00021478039,0.00020126715,0.00051657314,0.000516566],"category_scores_gemma":[0.0175406,0.00025274165,0.00015126928,0.00061126804,0.0025090808,0.0007632923,0.000021146054,0.00054736366,0.00016955294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015441854,0.0003515135,0.04912999,0.00014938427,0.000165928,0.0000025284537,0.47826913,0.0004570289,0.003435613,0.4498435,0.0023982665,0.015781684],"study_design_scores_gemma":[0.0005712111,0.00010546869,0.11569328,0.0002808258,0.00043105078,0.000024120225,0.6651911,0.0022006186,0.0012588241,0.21079901,0.0030155173,0.00042892795],"about_ca_topic_score_codex":0.00253721,"about_ca_topic_score_gemma":0.0009614962,"teacher_disagreement_score":0.26246923,"about_ca_system_score_codex":0.000672655,"about_ca_system_score_gemma":0.000974061,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W2771214995","doi":"10.4000/corela.5051","title":"Storytelling in French from France and French from Quebec","year":2017,"lang":"en","type":"article","venue":"Cognition représentation langages","topic":"Linguistics and Discourse Analysis","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":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Conceptualization; Narrative; Verb; Linguistics; Storytelling; Diversity (politics); Presentation (obstetrics); Psychology; History; Communication; Sociology; Anthropology; Philosophy","score_opus":0.04276435092691129,"score_gpt":0.2900255031308428,"score_spread":0.24726115220393152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771214995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501981,0.0009408622,0.00033843025,0.0003810552,0.00052227103,0.000111102854,0.00039018274,0.000046402172,0.047071602],"genre_scores_gemma":[0.99344116,0.00014956275,0.0001755857,0.00020149599,0.0012914774,0.00001770407,0.0006111403,0.000011703295,0.0041001798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991579,0.000057215242,0.00021923891,0.0002973826,0.00015352594,0.00011473937],"domain_scores_gemma":[0.9991896,0.00017147406,0.0002019983,0.00026814736,0.000121948295,0.00004682948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011046385,0.00011573431,0.000172202,0.00008357546,0.00053723395,0.0005703874,0.000111017674,0.000046588604,0.00302753],"category_scores_gemma":[0.00021905973,0.00011233168,0.000047159963,0.000013520312,0.00017081767,0.0002745091,0.000034220313,0.00013155234,0.00010561943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059649785,0.0007025295,0.6332999,0.00012621244,0.0008236697,0.00028964772,0.20571283,0.00016705606,0.0035195018,0.05328301,0.015744638,0.086271346],"study_design_scores_gemma":[0.0022781994,0.000036096917,0.87080145,0.00039679845,0.0004349167,5.588756e-7,0.016809437,0.0027433059,0.0021493887,0.06475705,0.038827468,0.0007653078],"about_ca_topic_score_codex":0.1463984,"about_ca_topic_score_gemma":0.110587455,"teacher_disagreement_score":0.23750156,"about_ca_system_score_codex":0.00001301834,"about_ca_system_score_gemma":0.000019503344,"threshold_uncertainty_score":0.99788386},"labels":[],"label_agreement":null},{"id":"W2906263390","doi":"10.4000/corela.6981","title":"Les locutions verbales et les constructions à verbe support en français L2","year":2018,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Second Language Acquisition and Learning","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":"Concordia University","funders":"","keywords":"Humanities; Philosophy; Sociology; Psychology","score_opus":0.04287698104303222,"score_gpt":0.3937168106702786,"score_spread":0.35083982962724636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906263390","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36698624,0.014014123,0.030353429,0.014247612,0.007928283,0.001099664,0.0017746553,0.0010592346,0.5625367],"genre_scores_gemma":[0.9571729,0.0003170164,0.001541084,0.0063336752,0.001753114,0.000107206564,0.002216378,0.00007289259,0.030485766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958437,0.0020248669,0.0006316686,0.0007077803,0.00031469527,0.00047725538],"domain_scores_gemma":[0.99759513,0.00089102983,0.00032418655,0.00046462388,0.00052669016,0.00019832229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000801105,0.00035736838,0.00032755718,0.00038002303,0.0010217368,0.00019051005,0.00018667225,0.0005465183,0.3036737],"category_scores_gemma":[0.0005213542,0.0004215801,0.00023199437,0.00047830318,0.0009988927,0.00045891042,0.00006355658,0.0008507335,0.009564266],"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":[0.00042072378,0.0014569005,0.016796034,0.00039721158,0.00147616,0.0005293072,0.13960457,0.000094441275,0.012447799,0.09885138,0.26165396,0.4662715],"study_design_scores_gemma":[0.0051174504,0.0007168022,0.24418755,0.00052979396,0.0009616426,0.0017412633,0.14148006,0.00016912374,0.00707907,0.0016861171,0.59506184,0.0012692763],"about_ca_topic_score_codex":0.0019447682,"about_ca_topic_score_gemma":0.00033415825,"teacher_disagreement_score":0.5901866,"about_ca_system_score_codex":0.00007438188,"about_ca_system_score_gemma":0.00009456132,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W3109576945","doi":"10.4000/corela.11759","title":"Qu’est-ce que l’écriture numérique ?","year":2020,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":12,"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":"Humanities; Philosophy; Art","score_opus":0.22883292862738133,"score_gpt":0.332574964126005,"score_spread":0.10374203549862368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109576945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031283624,0.013960618,0.18725897,0.2130664,0.0040622014,0.0015417757,0.0005158602,0.0013620944,0.54694843],"genre_scores_gemma":[0.96581185,0.0008186807,0.0013962269,0.019082181,0.0011299249,0.000028073291,0.00038621802,0.000030326999,0.011316533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978275,0.00029285182,0.00042617714,0.0006796251,0.00039081246,0.00038304602],"domain_scores_gemma":[0.99829066,0.00022429375,0.00022847677,0.0002961199,0.0004880361,0.0004723902],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014598572,0.00031510217,0.00027375057,0.00006302541,0.00026631373,0.0015976732,0.0003008362,0.00021437413,0.0005877247],"category_scores_gemma":[0.0006311543,0.00028570442,0.00017219121,0.0006083435,0.0001434785,0.003739859,0.00016595368,0.000425636,0.001239714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001329076,0.00064842746,0.0005249602,0.0007751825,0.00023933964,0.0014178201,0.08445826,0.0009553203,0.034196425,0.36566654,0.43366832,0.077316515],"study_design_scores_gemma":[0.0052988213,0.0017551272,0.018299378,0.0017159611,0.00027932072,0.001753256,0.022189735,0.025788907,0.1646321,0.068837024,0.6859738,0.0034765415],"about_ca_topic_score_codex":0.00029099305,"about_ca_topic_score_gemma":0.000057293055,"teacher_disagreement_score":0.93452823,"about_ca_system_score_codex":0.000040887913,"about_ca_system_score_gemma":0.00015635791,"threshold_uncertainty_score":0.9999595},"labels":[],"label_agreement":null},{"id":"W3180170902","doi":"10.4000/corela.13094","title":"Compte rendu de : Langue commune, cultures distinctes : les illusions du globish, de Geneviève Tréguer-Felten (2018), Presses de l’Université Laval, Quebec.","year":2021,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"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":"","keywords":"Humanities; Philosophy; Art","score_opus":0.03191132241460803,"score_gpt":0.29937632349103316,"score_spread":0.2674650010764251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180170902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67681587,0.08330318,0.004879194,0.07791817,0.0023067456,0.00089725544,0.0016714178,0.00079063786,0.15141755],"genre_scores_gemma":[0.9265475,0.04438142,0.0019715047,0.0009676418,0.0014155713,0.000042059037,0.0013222921,0.00002956487,0.023322398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968457,0.0015691582,0.00032572288,0.00038414123,0.0003606218,0.0005146139],"domain_scores_gemma":[0.99775386,0.00086953427,0.00025117284,0.0002018595,0.00070084154,0.00022274257],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050392485,0.00026626542,0.0003294993,0.00003870542,0.0024304008,0.00022070284,0.00025796023,0.00027712638,0.0024026078],"category_scores_gemma":[0.0023457601,0.00026242746,0.00021094976,0.00033870174,0.0006610985,0.00023895693,0.00021028295,0.00035671666,0.00008100038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071395225,0.0007080356,0.118337326,0.0003732891,0.00081669557,0.0005937333,0.2155286,0.00021713364,0.007118696,0.019925414,0.6097897,0.02651994],"study_design_scores_gemma":[0.0012750113,0.00006065606,0.34588286,0.0007065004,0.0011214486,0.0000852987,0.26902255,0.00021954897,0.006074967,0.005871965,0.36887702,0.00080217636],"about_ca_topic_score_codex":0.11276849,"about_ca_topic_score_gemma":0.077018306,"teacher_disagreement_score":0.2497317,"about_ca_system_score_codex":0.00047228698,"about_ca_system_score_gemma":0.00029227356,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W4236300202","doi":"10.4000/corela.5048","title":"Vol.15, n°2","year":2017,"lang":"fr","type":"paratext","venue":"Cognition représentation langages","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"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":"","keywords":"Humanities; Philosophy","score_opus":0.07313327939284231,"score_gpt":0.34681131618063427,"score_spread":0.27367803678779196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236300202","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012557729,0.0060698856,0.00038440462,0.0013562394,0.010308558,0.00045656576,0.0031593943,0.00009589129,0.9769133],"genre_scores_gemma":[0.15613103,0.0043429956,0.000082538994,0.0006557212,0.019831344,0.0001128028,0.01172215,0.00008898731,0.8070324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715817,0.0002960142,0.0007344516,0.00081101287,0.0005429841,0.00045735497],"domain_scores_gemma":[0.9957931,0.0003111009,0.0011176907,0.0007888772,0.0017879385,0.00020127221],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036636472,0.0005587015,0.0006762178,0.00034172527,0.0027269083,0.0019594368,0.00038895253,0.00035071347,0.12450034],"category_scores_gemma":[0.0010193102,0.00055978785,0.0005224041,0.000050769468,0.000767039,0.00036288402,0.00011408837,0.000597134,0.04047815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004918701,0.00031349866,0.00017181714,0.00051020435,0.00092610985,0.00010841943,0.0043196944,0.00008276211,0.00005816103,0.0847976,0.90185076,0.0068118097],"study_design_scores_gemma":[0.00073345064,0.0000778364,0.0004835953,0.00062068366,0.001841466,0.0000072038383,0.005097074,0.00034037567,0.0003730096,0.0042272205,0.98542076,0.0007772924],"about_ca_topic_score_codex":0.0019503364,"about_ca_topic_score_gemma":0.00081830757,"teacher_disagreement_score":0.16988085,"about_ca_system_score_codex":0.000074429845,"about_ca_system_score_gemma":0.00017871162,"threshold_uncertainty_score":0.99968535},"labels":[],"label_agreement":null},{"id":"W4411675535","doi":"10.4000/147ze","title":"Contre-discours et récits alternatifs : l’humour une stratégie discursive efficace pour lutter contre la circulation et les effets des discours haineux en ligne ?","year":2025,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Linguistics and Discourse Analysis","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":"Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.02112171564048537,"score_gpt":0.32825636452208323,"score_spread":0.30713464888159786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411675535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41839832,0.013604663,0.031147549,0.30784371,0.0032465006,0.0022262065,0.0039841677,0.0004772229,0.21907166],"genre_scores_gemma":[0.9550962,0.001566821,0.00012870233,0.001742492,0.0011758327,0.000097504155,0.0019508462,0.000064328386,0.038177308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960906,0.0014326768,0.0007640198,0.00073985005,0.00049338647,0.0004794644],"domain_scores_gemma":[0.99639076,0.0017508009,0.0005003046,0.00036509175,0.00083112955,0.00016193197],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082981715,0.00053914945,0.0005865096,0.0003508511,0.00088287913,0.0012526488,0.0002330111,0.00025204493,0.0010644951],"category_scores_gemma":[0.0008755015,0.0005118869,0.00039471898,0.00022296613,0.000694841,0.0006346428,0.00008879876,0.00061723375,0.00011983578],"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":[0.00019031127,0.0011733738,0.0067802593,0.0005808734,0.0015933438,0.00022374724,0.026849577,0.005182983,0.0011372329,0.92702436,0.016337154,0.01292679],"study_design_scores_gemma":[0.018596405,0.00046341566,0.15849331,0.009306648,0.01250511,0.00007771103,0.3351199,0.021164838,0.005254422,0.35674074,0.07846295,0.0038145732],"about_ca_topic_score_codex":0.0041178735,"about_ca_topic_score_gemma":0.0048891045,"teacher_disagreement_score":0.57028365,"about_ca_system_score_codex":0.00011369076,"about_ca_system_score_gemma":0.00023894192,"threshold_uncertainty_score":0.99984866},"labels":[],"label_agreement":null},{"id":"W826920212","doi":"10.4000/corela.3706","title":"Les discours des manuels de philosophie en France et au Brésil : une analyse contrastive","year":2015,"lang":"fr","type":"article","venue":"Cognition représentation langages","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.09577864124493025,"score_gpt":0.3619084502747915,"score_spread":0.2661298090298613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W826920212","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29325697,0.011158999,0.010847511,0.03572513,0.0016657151,0.0006031156,0.0022642617,0.0002252617,0.644253],"genre_scores_gemma":[0.9789899,0.00078253326,0.0003385104,0.0006534042,0.0038730253,0.00004889217,0.0008348561,0.000041309253,0.014437596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978053,0.0005813867,0.00044627412,0.00041513765,0.00036776872,0.00038412627],"domain_scores_gemma":[0.9979871,0.00041884094,0.00031580377,0.00022316031,0.0007922896,0.00026279307],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007085908,0.0002971168,0.0003607642,0.0002107575,0.00073564483,0.0003980272,0.00013899012,0.00013178722,0.0012147],"category_scores_gemma":[0.0007577529,0.00029484037,0.00022171807,0.00016551082,0.00089809333,0.00042789572,0.00004403805,0.00030423107,0.0002243807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015199016,0.00080369465,0.022953497,0.00028046066,0.001252262,0.00026128392,0.10399043,0.0017521281,0.00020877672,0.8406703,0.005064487,0.022610713],"study_design_scores_gemma":[0.004803162,0.00046754323,0.056361046,0.0013184737,0.005830769,0.00005421656,0.26095864,0.0031758312,0.0026889255,0.59637266,0.066316865,0.0016518928],"about_ca_topic_score_codex":0.01321369,"about_ca_topic_score_gemma":0.0046435203,"teacher_disagreement_score":0.6857329,"about_ca_system_score_codex":0.0001765071,"about_ca_system_score_gemma":0.00020361738,"threshold_uncertainty_score":0.99995035},"labels":[],"label_agreement":null}]}