{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"3efcb1232512","filters":{"topic":"Society, Economy, and Ethics Research"}},"results":[{"id":"W2464394976","doi":"10.4000/ere.3962","title":"Le partenariat, entre réticences et fascination : quels questionnements éthiques pour l’institution scolaire ?","year":2007,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Yannick Bruxelle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06124631123802033,"gpt":0.3825888472766369,"spread":0.3213425360386166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006925676,0.0003091772,0.0002669581,0.0001901888,0.00202516,0.0002018241,0.000335804,0.0004896336,0.001776131],"category_scores_gemma":[0.000813216,0.0003602019,0.0001761775,0.0005719693,0.001360206,0.001839306,0.00009940688,0.000719492,0.0008404785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297314,"about_ca_system_score_gemma":0.002415725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007992285,"about_ca_topic_score_gemma":0.01237335,"domain_scores_codex":[0.9955934,0.001246091,0.0007424759,0.0006739481,0.0009716025,0.0007724742],"domain_scores_gemma":[0.9976984,0.0007293404,0.0004968149,0.0002910629,0.0004522932,0.0003320661],"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":[0.00001095713,0.0008636423,0.005144577,0.00005581504,0.0001336672,0.000002755119,0.05968904,0.0002299847,0.00006676791,0.9211226,0.002782593,0.009897616],"study_design_scores_gemma":[0.001356791,0.0002537386,0.05737287,0.0004957729,0.0001697356,0.000002649268,0.1427278,0.001138587,0.0006331896,0.1083877,0.6867119,0.0007492432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06926759,0.005846073,0.06170662,0.4402134,0.004535735,0.001999059,0.00003607516,0.0001454224,0.41625],"genre_scores_gemma":[0.9673445,0.004381066,0.002342716,0.001171547,0.0006970843,0.0001157806,0.0001010337,0.00002441163,0.02382186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8980769,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1761531544","doi":"10.47678/cjhe.v42i1.1900","title":"Une enquête sur l’éthique professionnelle des enseignants du collégial québécois : caractéristiques, points de repère et stratégies utilisés pour traiter de préoccupations éthiques","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Cegep regional de Lanaudiere","funders":"","keywords":"Normative; Conscience; Sociology; Pedagogy; Psychology; Political science; Law","authors":[{"name":"Luc Desautels","is_ca":true},{"name":"Christiane Gohier","is_ca":false},{"name":"Jacques Joly","is_ca":false},{"name":"France Jutras","is_ca":false},{"name":"Jean Gabin Ntebutse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07955216468589987,"gpt":0.3772029741317517,"spread":0.2976508094458519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003460157,0.0001302472,0.0001857637,0.000201485,0.0009262171,0.0001974747,0.0002945714,0.0003318863,0.0006628708],"category_scores_gemma":[0.001318588,0.0001303659,0.0001127298,0.0002977817,0.0003751635,0.0008943758,0.000009630012,0.0006714811,0.000009838898],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020094,"about_ca_system_score_gemma":0.03760713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4539231,"about_ca_topic_score_gemma":0.6505081,"domain_scores_codex":[0.9975119,0.001061851,0.0003724356,0.0001295668,0.000243518,0.0006807019],"domain_scores_gemma":[0.9969615,0.0004675355,0.0002661135,0.0001357263,0.001087393,0.001081753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000192229,0.0001699407,0.5016524,0.00004294156,0.00005768673,0.00000865034,0.3881562,0.000005939819,0.0002225612,0.01129506,0.09702232,0.00134707],"study_design_scores_gemma":[0.0002125182,0.00005000311,0.7744356,0.0001983745,0.00003805133,0.00003539732,0.07807112,0.000005631425,0.0003014732,0.01530919,0.1311339,0.0002086927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567865,0.002274679,0.0000738468,0.03327471,0.00107882,0.0002419454,0.00002061634,0.00001688813,0.00623206],"genre_scores_gemma":[0.9889019,0.0004243698,0.001602115,0.001911503,0.001603375,0.00003040599,0.000008715223,0.00002224094,0.005495441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3100851,"threshold_uncertainty_score":0.9678487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1566732988","doi":"10.7202/1020999ar","title":"Le printemps contre l’hégémonie","year":2013,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Cegep Edouard Montpetit","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Éric Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1959296063241187,"gpt":0.404348611535732,"spread":0.2084190052116134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005085277,0.0003869291,0.0005528535,0.0002080913,0.00109151,0.0005271782,0.0008682875,0.001895132,0.001430282],"category_scores_gemma":[0.0008843484,0.0004377515,0.0008916082,0.001326422,0.004343078,0.001060675,0.0001918797,0.002114618,0.00132921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442824,"about_ca_system_score_gemma":0.001551682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4131863,"about_ca_topic_score_gemma":0.02932433,"domain_scores_codex":[0.9938197,0.002992105,0.0005542022,0.000685887,0.0005793719,0.001368786],"domain_scores_gemma":[0.9953922,0.002522249,0.000208455,0.0004823887,0.0007955869,0.0005991263],"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":[0.00001514037,0.0007942435,0.122572,0.0003937325,0.001090026,0.000009526215,0.2047356,0.000002605332,0.0003186912,0.4543503,0.125333,0.09038515],"study_design_scores_gemma":[0.0005514177,0.0001587155,0.02787817,0.0002472381,0.00007653107,0.000003030444,0.06357711,0.0001370435,0.0005678294,0.4577821,0.4481657,0.0008550569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2949927,0.06699479,0.0002317285,0.3079491,0.001402823,0.001491766,0.00002051145,0.0004795656,0.3264371],"genre_scores_gemma":[0.8492231,0.07330186,0.002517462,0.001718864,0.001212791,0.0003003603,0.00001179755,0.000076294,0.07163741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5542305,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314771525","doi":"10.7202/1027054ar","title":"Présentation du numéro","year":2013,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Fernando J. Pires de Sousa","is_ca":false},{"name":"Yanick Noiseux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04781982286676235,"gpt":0.3270403919425834,"spread":0.279220569075821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00370375,0.000614882,0.0008710542,0.0001951801,0.002207516,0.0007713367,0.001095266,0.00114549,0.002828758],"category_scores_gemma":[0.001026688,0.0007098356,0.0007159676,0.001110079,0.003351108,0.002107569,0.0003959851,0.001669916,0.004329623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997935,"about_ca_system_score_gemma":0.002251788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07145534,"about_ca_topic_score_gemma":0.01554416,"domain_scores_codex":[0.9927039,0.002012018,0.00116121,0.001270037,0.001097904,0.001754956],"domain_scores_gemma":[0.9956347,0.001425554,0.0004244717,0.000749679,0.0006870594,0.001078529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005983866,0.004066592,0.07291193,0.002071248,0.0007197375,0.0001739067,0.3200689,0.0005128209,0.0005980321,0.09022531,0.3948383,0.1137534],"study_design_scores_gemma":[0.005160025,0.0004060731,0.473156,0.001332431,0.0001884665,0.00009543608,0.1067139,0.01209398,0.0003040667,0.02154246,0.3761391,0.002868075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5373648,0.005750286,0.001162833,0.4191881,0.01225831,0.001948071,0.00007737551,0.0003663842,0.02188384],"genre_scores_gemma":[0.9303795,0.005699125,0.0009781638,0.0006743161,0.007383957,0.0004062026,0.0001045453,0.0001618533,0.05421237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4185138,"threshold_uncertainty_score":0.9995353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159928458","doi":"10.4267/2042/8848","title":"Faire des sciences dans le cadre d'une communauté virtuelle éducative : Devenir apprenti - chercheur","year":2004,"lang":"fr","type":"article","venue":"Aster","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"D. Moreau","is_ca":false},{"name":"Béatrice Lesterlin","is_ca":false},{"name":"Solange Beauchesne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1760051586075085,"gpt":0.3973235395386555,"spread":0.221318380931147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00279524,0.000248562,0.0002932612,0.00006772909,0.003904066,0.0003484987,0.001068964,0.0003912893,0.0006530069],"category_scores_gemma":[0.0002854727,0.0002571477,0.0002155509,0.001236926,0.01357614,0.0009896604,0.0003239341,0.0008544462,0.0007971904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005948723,"about_ca_system_score_gemma":0.002384715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05410744,"about_ca_topic_score_gemma":0.03694241,"domain_scores_codex":[0.9967711,0.0008216569,0.0003284208,0.0005166851,0.0005803586,0.0009818034],"domain_scores_gemma":[0.9984481,0.0005859197,0.0001205687,0.000330447,0.0002192449,0.000295749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001025757,0.0006385024,0.01864462,0.0001084579,0.0001490822,0.000008288776,0.7759405,0.000242253,0.0001864296,0.177595,0.002686736,0.02378975],"study_design_scores_gemma":[0.0009485382,0.0003117525,0.02957064,0.000414769,0.00004682618,0.000009804588,0.6191372,0.0001747128,0.001483955,0.2975737,0.04965308,0.0006750145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5966783,0.005883905,0.001647223,0.04653778,0.001186669,0.0003592611,0.00001772886,0.00005288545,0.3476363],"genre_scores_gemma":[0.9141707,0.001009351,0.001561359,0.0005256683,0.0003698847,0.00003746935,0.000006120032,0.00002579341,0.0822936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174925,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2506667495","doi":"10.4000/ere.3286","title":"Le développement peut-il être durable ?","year":2008,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Durable good; Economics","authors":[{"name":"Claude Llena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1779746767600115,"gpt":0.3777827348272089,"spread":0.1998080580671974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001650583,0.0002743433,0.0002801658,0.00009773835,0.003254879,0.00006386794,0.0003780907,0.000344851,0.00668921],"category_scores_gemma":[0.0002122564,0.0003298793,0.0002107383,0.0005191795,0.002022926,0.0006307065,0.0001370924,0.000674786,0.003722762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735242,"about_ca_system_score_gemma":0.002456902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259464,"about_ca_topic_score_gemma":0.001500523,"domain_scores_codex":[0.99646,0.0007069652,0.0005360771,0.0006235117,0.0008447295,0.0008286794],"domain_scores_gemma":[0.9983802,0.0004119345,0.0002642624,0.0003954469,0.0001841766,0.0003639982],"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":[0.000007922548,0.001145415,0.01053828,0.00005944987,0.000293201,0.000009278191,0.1449229,0.000191535,0.00005237545,0.739834,0.09924025,0.003705452],"study_design_scores_gemma":[0.0006362371,0.0001104396,0.02186442,0.0000503638,0.00004395576,0.000003977833,0.04015874,0.000175573,0.00017403,0.01262358,0.9237813,0.0003773446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07086584,0.007183419,0.001726244,0.5576305,0.002439121,0.0009077199,0.00003045534,0.00005595913,0.3591608],"genre_scores_gemma":[0.6116017,0.02126171,0.001813887,0.001130841,0.000608296,0.0002028597,0.00005580284,0.00003498878,0.3632899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8245411,"threshold_uncertainty_score":0.9999153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058665427","doi":"10.5489/cuaj.2182","title":"L'invasion robotique au Canada","year":2014,"lang":"fr","type":"article","venue":"Canadian Urological Association Journal","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Political science; Geography","authors":[{"name":"Anil Kapoor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03327014739977824,"gpt":0.2757776435407557,"spread":0.2425074961409774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006970007,0.0001980062,0.0003311317,0.00009476156,0.002553948,0.0003389017,0.0005489427,0.0009895053,0.003880212],"category_scores_gemma":[0.006073955,0.0002043043,0.0002102644,0.0004795978,0.0002862803,0.0002750798,0.000035107,0.002150171,0.0002515369],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01553141,"about_ca_system_score_gemma":0.02161165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853453,"about_ca_topic_score_gemma":0.9976957,"domain_scores_codex":[0.994428,0.00215516,0.0004827439,0.0003073431,0.0009415799,0.001685122],"domain_scores_gemma":[0.9947788,0.001599325,0.0003703411,0.0001363363,0.0006247265,0.002490483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005659558,0.00003537869,0.5996272,0.00001113263,0.0001374436,0.00004215679,0.00285703,0.0008814688,0.000002693576,0.05599833,0.3199632,0.02043829],"study_design_scores_gemma":[0.0002264196,0.00008012648,0.1416609,0.00001537194,0.0000260643,0.00001616699,0.001013566,0.0006175169,0.000001570714,0.01068441,0.8454438,0.0002140019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1315663,0.001823826,0.0003259434,0.7215998,0.009629309,0.0002091483,0.00005382543,0.00002270555,0.1347691],"genre_scores_gemma":[0.9564062,0.001047135,0.0001068551,0.01582313,0.006173412,0.000005589305,0.000008857954,0.00001650891,0.02041232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8248399,"threshold_uncertainty_score":0.9987446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044842493","doi":"10.7202/037907ar","title":"Max Weber, le sociologue, et le policier : appréhender l’individu1","year":2009,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Barbara Thériault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5702433786184319,"gpt":0.5777692751724958,"spread":0.007525896554063882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009768106,0.0007094018,0.001065097,0.0001242072,0.002931322,0.0003539381,0.001685048,0.003363778,0.003189661],"category_scores_gemma":[0.001514812,0.0007735728,0.00148342,0.0006733562,0.006767442,0.001023691,0.0004349543,0.004101155,0.001189888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007810773,"about_ca_system_score_gemma":0.005178313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826286,"about_ca_topic_score_gemma":0.0003172692,"domain_scores_codex":[0.9901049,0.004150591,0.0008443886,0.001255226,0.0009193639,0.002725536],"domain_scores_gemma":[0.9947105,0.003132306,0.0004245574,0.000755396,0.000391735,0.0005855138],"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":[0.00001874541,0.0006917467,0.00161876,0.00004565132,0.0004558654,0.00001380454,0.0643928,0.00007426584,0.00008166636,0.7372932,0.1771559,0.01815765],"study_design_scores_gemma":[0.001477684,0.0002590439,0.01352098,0.00004435015,0.0000814732,0.000004184854,0.1359681,0.00006713106,0.00004285801,0.6533529,0.1942778,0.0009034665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02277372,0.02375306,0.0003460198,0.6242706,0.004119988,0.0007077274,0.0001333789,0.0003899133,0.3235056],"genre_scores_gemma":[0.8956977,0.03153393,0.001090256,0.02818254,0.001697719,0.00009651409,0.0001439441,0.0000784339,0.04147892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.872924,"threshold_uncertainty_score":0.9995878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466543099","doi":"10.59876/a-e3mv-98ct","title":"Frénésie, monotonie et atonie dans les organisations liquéfiées : régénérer les formes et rythmes de la politique d'entreprise","year":2007,"lang":"en","type":"article","venue":"Management international","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03795196155249416,"gpt":0.3931214810533741,"spread":0.3551695195008799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003168231,0.0001232774,0.00009885305,0.000175863,0.0005507112,0.0003693711,0.0005212367,0.0001526385,0.001156178],"category_scores_gemma":[0.0003034183,0.0001344911,0.0001130114,0.0001571785,0.0003741014,0.0003319845,0.0002195947,0.000311708,0.00005502824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177457,"about_ca_system_score_gemma":0.0001871391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826586,"about_ca_topic_score_gemma":0.007890006,"domain_scores_codex":[0.99832,0.0002021056,0.000247731,0.0002688853,0.0005457319,0.0004154771],"domain_scores_gemma":[0.9986643,0.0008188112,0.00008548417,0.0001581929,0.0001478791,0.0001253055],"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":[0.000009698805,0.0001205301,0.1414704,0.00001237846,0.0001508107,0.00001560342,0.03633593,0.00004933998,0.00002387853,0.8115574,0.00616199,0.004092064],"study_design_scores_gemma":[0.0003700018,0.00001594901,0.2224637,0.00003427048,0.0000217704,0.000002719761,0.0815661,0.0001929419,0.0004092193,0.08555999,0.6091375,0.0002258493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.182269,0.00006623031,0.01685299,0.02887073,0.0001990883,0.00026972,0.00001832118,0.0001304338,0.7713235],"genre_scores_gemma":[0.975126,0.003161606,0.003709512,0.001119689,0.0002235529,0.00005420777,0.00003818915,0.0000212511,0.01654596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7928571,"threshold_uncertainty_score":0.999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903933353","doi":"10.7202/1054289ar","title":"Liberté individuelle, liberté négative et liberté intérieure","year":2018,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Aurélien Berlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4352142474138599,"gpt":0.5455052387961248,"spread":0.1102909913822649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009614499,0.0008843454,0.001181288,0.000156737,0.002915336,0.0005774534,0.00216165,0.003542829,0.01739891],"category_scores_gemma":[0.004456039,0.0009109023,0.001040939,0.001322323,0.01518509,0.001498188,0.001283088,0.004752537,0.004915682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009969157,"about_ca_system_score_gemma":0.003193869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649966,"about_ca_topic_score_gemma":0.001180163,"domain_scores_codex":[0.9877413,0.005661233,0.00102681,0.001593922,0.001270571,0.002706176],"domain_scores_gemma":[0.988936,0.007695986,0.0006078732,0.0009318915,0.001025848,0.0008023774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000742888,0.000546608,0.009045046,0.0001368137,0.00106767,0.00002875446,0.3631659,0.00001118874,0.00004313523,0.2407301,0.3400651,0.04508542],"study_design_scores_gemma":[0.001190027,0.000732347,0.00604648,0.0001721099,0.0001474598,0.000004619025,0.1036009,0.0001345264,0.00015611,0.5035437,0.3830809,0.001190812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04719619,0.01629087,0.0003977314,0.3739909,0.01447924,0.001346982,0.0002467438,0.0006125979,0.5454388],"genre_scores_gemma":[0.7414554,0.04743873,0.002440147,0.02928099,0.005108779,0.000299431,0.0001545534,0.0002253877,0.1735965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6942592,"threshold_uncertainty_score":0.9993342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W10600066","doi":"10.4000/interventionseconomiques.2001","title":"La syndicalisation des travailleurs agricoles migrants au Québec : Du débat en cour au débat de société","year":2014,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Ethnology; Sociology; Philosophy","authors":[{"name":"Mathieu Arès","is_ca":true},{"name":"Yanick Noiseux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09338509893920008,"gpt":0.3868647977816865,"spread":0.2934796988424864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006779096,0.0002904428,0.0004403509,0.0001583249,0.001447638,0.000427299,0.0006906181,0.000683944,0.001666483],"category_scores_gemma":[0.001794051,0.0003238002,0.001024081,0.0002349295,0.003291338,0.0007158981,0.0001402066,0.0006730238,0.0004494005],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004313249,"about_ca_system_score_gemma":0.002394171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5430875,"about_ca_topic_score_gemma":0.7838063,"domain_scores_codex":[0.9946316,0.003057899,0.0007427416,0.0004851774,0.0001988729,0.0008836988],"domain_scores_gemma":[0.9958572,0.002904518,0.0002862596,0.0002827873,0.00023264,0.0004365488],"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":[0.00002993631,0.0008605284,0.2517775,0.0007238102,0.0005359642,0.00000671594,0.1731369,0.00006808912,0.0000252219,0.1569477,0.01205361,0.403834],"study_design_scores_gemma":[0.001226472,0.0005018275,0.4061467,0.002123998,0.0003542024,0.00002990083,0.07549401,0.002993606,0.0002008402,0.1028539,0.4071312,0.0009434283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913792,0.004319819,0.005455608,0.02420184,0.001087045,0.0003724379,0.00005539372,0.0001407427,0.05057511],"genre_scores_gemma":[0.9756703,0.00371342,0.0005463375,0.0002766022,0.001542017,0.0001398814,0.00001833399,0.00004046009,0.01805265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4028906,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166823288","doi":"10.7202/007920ar","title":"Présentation","year":2003,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics","authors":[{"name":"Florence Piron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4594854048209644,"gpt":0.6605703653597109,"spread":0.2010849605387465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003264223,0.0002215421,0.0003026255,0.00004798129,0.00144906,0.0001725414,0.0003526979,0.0007327678,0.07728694],"category_scores_gemma":[0.001742892,0.0002459137,0.0002745269,0.0005489348,0.006198177,0.0005785205,0.00007195886,0.0008613761,0.001448936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871697,"about_ca_system_score_gemma":0.001016545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672229,"about_ca_topic_score_gemma":0.0007518765,"domain_scores_codex":[0.9957889,0.001913149,0.0003438482,0.0004746027,0.0005063078,0.0009732188],"domain_scores_gemma":[0.9977981,0.001365398,0.00009571705,0.0002899777,0.0002240245,0.000226757],"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":[0.000005973952,0.0003175238,0.00566466,0.00006122579,0.0001344534,0.0000194232,0.02558089,0.00001327169,0.00003326466,0.4837074,0.4523156,0.03214626],"study_design_scores_gemma":[0.0003729483,0.000110919,0.0005478702,0.00002146266,0.00003836618,0.000003106375,0.23423,0.00003520451,0.0004545021,0.09353188,0.6703684,0.0002853709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01231544,0.01270638,0.0008733583,0.3663598,0.07327535,0.0004442558,0.00001934349,0.0001422544,0.5338638],"genre_scores_gemma":[0.7261704,0.1362641,0.001635628,0.003522905,0.001482686,0.00005510327,0.00001842995,0.00004829704,0.1308025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.713855,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1852581330","doi":"10.3138/ttr.34.1.89","title":"<i>Multiculturalisme liberal vs. interculturalisme républicain</i>","year":2013,"lang":"fr","type":"article","venue":"The Tocqueville Review/La revue Tocqueville","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Laurent de Briey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04581278228795045,"gpt":0.3332371878717867,"spread":0.2874244055838363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.006785715,0.001157407,0.002002613,0.0001152743,0.00190321,0.001222999,0.003415231,0.001069866,0.03489859],"category_scores_gemma":[0.002568208,0.0008162648,0.001748899,0.00208118,0.003728054,0.002317577,0.001007491,0.002798379,0.01637956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009616535,"about_ca_system_score_gemma":0.0006307018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009712363,"about_ca_topic_score_gemma":0.0008102379,"domain_scores_codex":[0.9875005,0.005273093,0.002080621,0.001422435,0.001240068,0.002483234],"domain_scores_gemma":[0.9913763,0.002918605,0.0009057173,0.001963383,0.001692495,0.001143436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001625892,0.0002472773,0.00009500321,0.003666474,0.0003662527,0.00001831915,0.01545898,0.00001562993,0.00007095188,0.05601088,0.8545638,0.06947012],"study_design_scores_gemma":[0.0006087163,0.0001446989,0.0003824347,0.006674919,0.0003644855,0.0001722813,0.00439177,0.0005340289,0.00002622992,0.004176621,0.9813595,0.001164347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002528306,0.3229869,0.00002558832,0.5047029,0.001770647,0.00537841,0.00004990478,0.0002569396,0.1623004],"genre_scores_gemma":[0.03266926,0.658157,0.0009569179,0.02848929,0.004199692,0.002806433,0.00009948618,0.0001875274,0.2724344],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4762136,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023856731","doi":"10.4000/vertigo.5347","title":"L'éducation à l'éthique de l'environnement dans le cadre de l'éducation en science et en technologie : une justification","year":2003,"lang":"fr","type":"article","venue":"VertigO","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","authors":[{"name":"Milagros Chávez Tortolero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08022850066578417,"gpt":0.3932796731769198,"spread":0.3130511725111356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00931386,0.0001804412,0.0001581395,0.0001623579,0.001479322,0.0002082619,0.0007878885,0.0006096688,0.0001933764],"category_scores_gemma":[0.004684807,0.000217184,0.0000880651,0.001540713,0.002287232,0.0006728927,0.00008581488,0.0007880486,0.0002011579],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006533521,"about_ca_system_score_gemma":0.01053555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217318,"about_ca_topic_score_gemma":0.006864779,"domain_scores_codex":[0.9963859,0.001272634,0.0003302669,0.0005793323,0.0005492685,0.0008825629],"domain_scores_gemma":[0.9982705,0.0006176672,0.0001360213,0.0004983466,0.0002208108,0.0002566218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002689404,0.000282408,0.03324269,0.00005736789,0.00001994944,0.000001105866,0.1286263,0.0002874498,0.01788387,0.8126183,0.002724373,0.004253544],"study_design_scores_gemma":[0.0004607242,0.000137195,0.1670183,0.000129017,0.00008786091,0.00001334838,0.351416,0.002056098,0.08046667,0.1815851,0.2159508,0.000678847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926911,0.00140842,0.02455499,0.2394001,0.001623166,0.0005962827,0.000008882186,0.0001306258,0.03958634],"genre_scores_gemma":[0.9809878,0.003263785,0.006005541,0.0006895463,0.0001840477,0.0001603653,0.000008086188,0.00002108761,0.008679667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6310332,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7160987918","doi":"10.7202/1125077ar","title":"Le mythe d’une IA responsable","year":2025,"lang":"fr","type":"article","venue":"Cahiers Société","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Context (archaeology); Criminal liability; Poison control","authors":[{"name":"Eric Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03516821238246012,"gpt":0.3976654832643585,"spread":0.3624972708818983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003594248,0.0002284741,0.0003946565,0.0001121985,0.003117161,0.0002721681,0.0007889869,0.001149309,0.0017447],"category_scores_gemma":[0.001152891,0.0002808009,0.0004112491,0.00180848,0.006449319,0.0003026227,0.0001353677,0.001516836,0.0007909557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000834552,"about_ca_system_score_gemma":0.004250898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009314583,"about_ca_topic_score_gemma":0.001590041,"domain_scores_codex":[0.9965658,0.0009198483,0.0003777551,0.0005435722,0.0004760395,0.001116951],"domain_scores_gemma":[0.9970981,0.001724441,0.000104909,0.0004759951,0.0002856736,0.0003108838],"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":[0.00003225591,0.00009915971,0.0002351786,0.00008829981,0.000195096,0.000007870962,0.04584593,0.00001217838,0.00004849069,0.682718,0.2390336,0.03168394],"study_design_scores_gemma":[0.0004890177,0.00002738008,0.000206216,0.00006098107,0.00004405558,5.472101e-7,0.1394831,0.000111363,0.0001278639,0.1208568,0.7383843,0.0002083355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01676893,0.01889665,0.0003069421,0.2247975,0.004542097,0.0003524414,0.0000209898,0.00008616649,0.7342283],"genre_scores_gemma":[0.2810649,0.005748475,0.0002673898,0.004691518,0.000704777,0.00005283246,0.000006529695,0.00002593989,0.7074376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5618613,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1569042998","doi":"","title":"Pierre Dardot et Christian Laval, La nouvelle raison du monde. Essai sur la société néolibérale, (2009) et Luc Boltanski, De la critique. Précis de sociologie de l'émancipation, (2009).","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Christophe Ramaux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0333246215582385,"gpt":0.3450913877131196,"spread":0.3117667661548811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.06702396,0.0007559053,0.0009139585,0.0002183793,0.002194267,0.001631327,0.003177645,0.003132307,0.001227414],"category_scores_gemma":[0.021708,0.0009084382,0.000695386,0.0007379259,0.004384526,0.0006159485,0.001550926,0.005626764,0.0001031496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108229,"about_ca_system_score_gemma":0.009253697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04338948,"about_ca_topic_score_gemma":0.02897609,"domain_scores_codex":[0.9488037,0.0458586,0.00109265,0.001463341,0.001064203,0.001717473],"domain_scores_gemma":[0.9701912,0.02221366,0.0009135348,0.002038169,0.003752197,0.0008912056],"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":[0.00006682173,0.002546728,0.0404299,0.0005791048,0.0003946278,0.00004780538,0.2782166,0.0005093921,0.001442046,0.5126437,0.1338141,0.02930911],"study_design_scores_gemma":[0.001903125,0.00000550416,0.06300844,0.001853286,0.000190905,0.00005309872,0.01396004,0.01720575,0.004199336,0.1073192,0.7885841,0.001717231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2783093,0.01235257,0.06816191,0.2297621,0.001115687,0.001780423,0.0007828665,0.0008916901,0.4068435],"genre_scores_gemma":[0.8729357,0.05833284,0.02786602,0.001697236,0.0003139123,0.0004980888,0.0006631906,0.0001690681,0.03752396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.65477,"threshold_uncertainty_score":0.9996856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464970682","doi":"10.4000/ere.3899","title":"Écologie de l’institution scolaire – La cohérence entre contenus, méthodes et milieu scolaire","year":2007,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Mario Salomone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1069932340861543,"gpt":0.410848952781737,"spread":0.3038557186955827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009799236,0.0003009957,0.0002917478,0.0001332023,0.001548409,0.0001432073,0.0004095818,0.000665469,0.001357196],"category_scores_gemma":[0.00154192,0.0003418942,0.000186226,0.0005591408,0.003262157,0.0008245622,0.0001356654,0.001007878,0.0005726368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607242,"about_ca_system_score_gemma":0.00263458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574196,"about_ca_topic_score_gemma":0.009034662,"domain_scores_codex":[0.995364,0.001825757,0.0005688703,0.0006279426,0.0006690335,0.0009444014],"domain_scores_gemma":[0.9963728,0.00238827,0.0003211395,0.0003113299,0.0002066897,0.0003997528],"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":[0.00002663309,0.0007381548,0.02967904,0.00008270184,0.0001470246,0.00001480099,0.09374342,0.0002990747,0.0001591999,0.8535287,0.00472703,0.01685422],"study_design_scores_gemma":[0.001178247,0.0002651261,0.1408701,0.0004224737,0.0001367688,0.000007453916,0.1317585,0.000622395,0.0005427172,0.02108398,0.7024696,0.0006424941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3444586,0.01614697,0.06228906,0.1667318,0.004040508,0.002513592,0.00007360634,0.0001697373,0.403576],"genre_scores_gemma":[0.9597976,0.007060659,0.004335595,0.001416817,0.0004014021,0.0001242243,0.00003759963,0.00002363186,0.02680249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8324447,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281382353","doi":"","title":"L'équité de l'apprentissage machine en assurance","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"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":"Computer science; Political science; Psychology","authors":[{"name":"Laurence Barry","is_ca":false},{"name":"Arthur Charpentier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02905633819174224,"gpt":0.3056085258700972,"spread":0.2765521876783549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03509372,0.0004985242,0.0006291426,0.0001675101,0.002654284,0.0007882959,0.003808992,0.0007555502,0.01042791],"category_scores_gemma":[0.005063598,0.0006347121,0.0006083766,0.001068924,0.001612787,0.0003173289,0.003194569,0.003076627,0.0003093815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091885,"about_ca_system_score_gemma":0.001941951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0237101,"about_ca_topic_score_gemma":0.02605966,"domain_scores_codex":[0.9652298,0.03011348,0.0008188428,0.001321926,0.001307706,0.001208245],"domain_scores_gemma":[0.9861605,0.008745894,0.0006412779,0.002302612,0.001571988,0.0005777417],"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":[0.00002120263,0.001274652,0.03803332,0.0004486732,0.0003636262,0.00002372096,0.2099054,0.0004007868,0.0005875614,0.6492479,0.01041021,0.08928289],"study_design_scores_gemma":[0.0007706504,0.000001139235,0.0203729,0.001027749,0.0001119631,0.00001231785,0.007471079,0.01540537,0.002183338,0.03088959,0.9207376,0.001016298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.116436,0.01625022,0.04123875,0.1782924,0.001936237,0.001307701,0.0004188337,0.0004301686,0.6436896],"genre_scores_gemma":[0.7127255,0.02086832,0.02007357,0.0003403582,0.0002198727,0.0003580348,0.0005410499,0.0001042928,0.244769],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9103274,"threshold_uncertainty_score":0.9996104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W42472198","doi":"","title":"Maurice Tancelin, Le droit malade de l'argent","year":2013,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Ivan Tchotourian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02391668729043207,"gpt":0.2895345740515118,"spread":0.2656178867610798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002251166,0.0002705946,0.0003621975,0.00008879446,0.001263947,0.0003742066,0.0008990563,0.001247158,0.004910166],"category_scores_gemma":[0.0004858738,0.0003585455,0.0003571504,0.000656808,0.002857057,0.0005304026,0.0000969927,0.001800766,0.002260072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003254587,"about_ca_system_score_gemma":0.001162683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04308176,"about_ca_topic_score_gemma":0.003491452,"domain_scores_codex":[0.9961125,0.0004743704,0.0004216251,0.0005655434,0.0006008818,0.0018251],"domain_scores_gemma":[0.9976864,0.0006460738,0.0001543472,0.000420805,0.0002417243,0.0008506011],"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":[0.00001944333,0.0003948032,0.01863211,0.0003475341,0.0003455165,0.00005225001,0.1044378,0.0003604241,0.0006525128,0.7321734,0.08606198,0.05652228],"study_design_scores_gemma":[0.0006998442,0.00009989535,0.01487914,0.0001082267,0.00007563227,0.00002149385,0.06101331,0.005442035,0.0006940538,0.5224263,0.3937546,0.0007854613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7816263,0.01218292,0.008061304,0.05428236,0.001501626,0.0007645398,0.00004038078,0.0001473287,0.1413932],"genre_scores_gemma":[0.7512511,0.009720759,0.003011507,0.00359269,0.001392079,0.0001711763,0.00001298689,0.00006307851,0.2307846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076926,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396729226","doi":"10.1515/9782763713786","title":"Guide d’argumentation éthique","year":2011,"lang":"fr","type":"book","venue":"","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Argumentation theory; Philosophy; Engineering ethics; Epistemology; Sociology; Engineering","authors":[{"name":"Michel MÃtayer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1942117206148836,"gpt":0.4209589417691587,"spread":0.2267472211542751,"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":[0.003789161,0.000350787,0.0004339028,0.0001115466,0.001085093,0.0002082384,0.0008691134,0.001615777,0.04993225],"category_scores_gemma":[0.0003400696,0.0003743584,0.0004115934,0.0002517604,0.002415355,0.0004759599,0.0001900309,0.001292747,0.01006903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345883,"about_ca_system_score_gemma":0.00314845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0365724,"about_ca_topic_score_gemma":0.01339522,"domain_scores_codex":[0.9963412,0.0006342463,0.0006518672,0.0006701931,0.0008276841,0.0008748089],"domain_scores_gemma":[0.997461,0.0009147607,0.0002628312,0.0004066706,0.0005283003,0.0004264819],"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":[0.000004894929,0.00005772911,0.0006684287,0.00008747807,0.0001462224,0.000005657773,0.01952039,0.000001359349,0.000006549266,0.7421686,0.2167706,0.02056204],"study_design_scores_gemma":[0.0001791857,0.00007395494,0.0002361548,0.00007280002,0.00004835576,0.000001247103,0.006983039,0.00004301223,0.00006819076,0.1043506,0.8875485,0.0003949394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002386281,0.001133419,0.0007422213,0.007423387,0.002077282,0.000642912,0.00001919012,0.00009806805,0.9876249],"genre_scores_gemma":[0.002248019,0.01091112,0.002284722,0.002390331,0.001924414,0.00007083936,0.00007089008,0.00005056467,0.9800491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6707779,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117465577","doi":"10.3917/riges.504.0024","title":"Quand les chiffres mentent : comprendre et prévenir la fraude financière","year":2025,"lang":"","type":"article","venue":"Gestion","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Field (mathematics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08690123622039028,"gpt":0.3827876198779882,"spread":0.2958863836575979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002828801,0.0002175148,0.0002957315,0.0001246752,0.001430055,0.0004014717,0.0004408504,0.0006546447,0.000501319],"category_scores_gemma":[0.0007549709,0.0002351812,0.0002093098,0.0005519585,0.0008544145,0.00027301,0.0001978844,0.001053939,0.0000993871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769742,"about_ca_system_score_gemma":0.0008378612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007630888,"about_ca_topic_score_gemma":0.008584545,"domain_scores_codex":[0.9969146,0.001063944,0.0003854049,0.0005082906,0.0005459641,0.0005817952],"domain_scores_gemma":[0.9981417,0.001060802,0.0001318432,0.0002831804,0.0002344449,0.0001480022],"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":[0.0001427963,0.0008126334,0.1231442,0.00061083,0.0003415284,0.00001334249,0.1032273,0.0006116487,0.000312137,0.5286397,0.08308144,0.1590625],"study_design_scores_gemma":[0.0008747298,0.000130812,0.3299283,0.0007152701,0.00007792172,0.000001250718,0.02360169,0.002094827,0.0001468262,0.02418754,0.617872,0.000368869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5119787,0.01480145,0.002398417,0.2679428,0.003085055,0.001341551,0.00008587309,0.0001930952,0.1981731],"genre_scores_gemma":[0.961842,0.01205525,0.0001554439,0.0003771125,0.0001988001,0.00006752647,0.00002409812,0.00001298539,0.02526675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5347905,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118967803","doi":"10.3917/riges.352.0106a","title":"Halte au gâchis : en finir avec l’économie-management à l’américaine , par Omar Aktouf, Éditions Liber, 2008, 156 pages","year":2010,"lang":"","type":"article","venue":"Gestion","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Relation (database); Context (archaeology); Feature (linguistics); Power (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03234061123320319,"gpt":0.3129186014126025,"spread":0.2805779901793993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005074752,0.0004579196,0.0005007618,0.0002910745,0.003485175,0.0005509725,0.0009728537,0.001045235,0.003751266],"category_scores_gemma":[0.001192606,0.0005251216,0.0004358028,0.0008661826,0.001745749,0.0008497984,0.0003874021,0.002162249,0.00216323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007033527,"about_ca_system_score_gemma":0.0009712328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003949654,"about_ca_topic_score_gemma":0.01144325,"domain_scores_codex":[0.9950374,0.0007902877,0.0008192796,0.001080971,0.0007701111,0.001502],"domain_scores_gemma":[0.9960309,0.001708324,0.0003509063,0.0008604109,0.0003241513,0.0007253231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001252746,0.001779129,0.01982201,0.000553254,0.001061498,0.00009606235,0.1306257,0.000685545,0.0004963058,0.142252,0.3955747,0.3069286],"study_design_scores_gemma":[0.001345095,0.0002861585,0.1748693,0.0001687789,0.0002724212,0.00000857961,0.01121264,0.003603346,0.0001733418,0.03655317,0.7703869,0.001120286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3044274,0.0009289497,0.00105618,0.4484885,0.009922539,0.002690106,0.0002260503,0.0004388411,0.2318214],"genre_scores_gemma":[0.9448399,0.01159952,0.001870011,0.0006279071,0.003467533,0.0003094,0.0001146979,0.00006105931,0.03710997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6404125,"threshold_uncertainty_score":0.99972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6936583719","doi":"10.58079/ugtr","title":"Séminaire \"Pour une épistémologie du capitalisme\", 28 mars 2011, Université Paris Ouest","year":2011,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Natural (archaeology); Staring","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06949380214811579,"gpt":0.2959645990261331,"spread":0.2264707968780173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002771464,0.0005894187,0.0006705198,0.0002237659,0.002827545,0.000392571,0.001477545,0.001126337,0.0688085],"category_scores_gemma":[0.0003254766,0.0006978777,0.0004913315,0.0009241532,0.003117265,0.01255631,0.0005055209,0.00111316,0.01950389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128716,"about_ca_system_score_gemma":0.001462947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0254064,"about_ca_topic_score_gemma":0.01441011,"domain_scores_codex":[0.9942952,0.001189711,0.0007893014,0.001135758,0.001144011,0.00144606],"domain_scores_gemma":[0.9961431,0.0006895165,0.000502415,0.0007374177,0.001054643,0.000872881],"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":[0.00009612037,0.0007415952,0.003362181,0.0001178107,0.0002452059,0.0003109931,0.009623882,0.0000169979,0.00002198436,0.5336533,0.443992,0.007817903],"study_design_scores_gemma":[0.001819715,0.0005294191,0.1003796,0.0002704658,0.0003108988,0.00006075635,0.03565957,0.0001594997,0.0005238219,0.07702234,0.7818487,0.001415122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0229328,0.005736948,0.0009373892,0.4790297,0.01130275,0.001310003,0.0007344694,0.0002798088,0.4777361],"genre_scores_gemma":[0.7342293,0.03258087,0.002110417,0.01851101,0.004817884,0.0003048506,0.001045652,0.0001281931,0.2062718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7112965,"threshold_uncertainty_score":0.9995957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7084135938","doi":"10.1109/cleo/europe-eqec65582.2025.11111378","title":"Real-Time Squeezed Dual-Comb Spectroscopy","year":2025,"lang":"en","type":"article","venue":"","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Squeezed coherent state; Field (mathematics); Noise (video); Spectroscopy; Quantum noise; Quantum; Amplitude; Nonlinear system; Quantum optics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03229953338831455,"gpt":0.4039883598303363,"spread":0.3716888264420218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001562599,0.00007756719,0.0001504904,0.00006879196,0.0007071572,0.000180251,0.0002554261,0.0001745557,0.005642857],"category_scores_gemma":[0.0002995828,0.00007590096,0.0001002188,0.0004407801,0.0004143473,0.0001335871,0.00007533252,0.0002404343,0.001000447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882605,"about_ca_system_score_gemma":0.0005978514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246767,"about_ca_topic_score_gemma":0.002098111,"domain_scores_codex":[0.9986671,0.0001877873,0.0001560712,0.0002376361,0.0002917014,0.0004596684],"domain_scores_gemma":[0.9990677,0.0004630017,0.00002456281,0.000211374,0.0001116828,0.0001216927],"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":[0.0000249163,0.000104218,0.005900286,0.00002056259,0.00008533863,0.000005299764,0.01325067,0.00000208397,0.006972074,0.6972813,0.2750347,0.001318512],"study_design_scores_gemma":[0.001290159,0.00009394395,0.007866139,0.00004091161,0.0000364588,4.457734e-7,0.02682163,0.000684391,0.01150865,0.2384342,0.7126656,0.0005574796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05499525,0.00004873678,0.0001234306,0.02233786,0.0002996442,0.0002028878,0.000001605376,0.0001740436,0.9218165],"genre_scores_gemma":[0.4594409,0.002303722,0.003198177,0.001492494,0.0006188746,0.00004685207,0.000006955362,0.00001677518,0.5328752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4588471,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027830540","doi":"","title":"Développement d’un algorithme d’évitement de collisions pour un véhicule dans des conditions de faible adhérence","year":2021,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Statistical analysis; Rail transportation; Limiting","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03648330704875583,"gpt":0.2852558779500128,"spread":0.248772570901257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0008787491,0.000323039,0.0004844815,0.0001533774,0.003073425,0.00005140934,0.001419846,0.0005548127,0.00620724],"category_scores_gemma":[0.0001972761,0.0003479591,0.0005812308,0.0008036853,0.004978106,0.0001672429,0.0006350958,0.0005853502,0.0001096217],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005498663,"about_ca_system_score_gemma":0.003371972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01137702,"about_ca_topic_score_gemma":0.06830707,"domain_scores_codex":[0.9972041,0.0006202066,0.0003795099,0.0004872725,0.0006600463,0.0006489236],"domain_scores_gemma":[0.9981412,0.0003444455,0.0002195766,0.0004037702,0.0005449112,0.0003460706],"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":[0.00009667619,0.005558533,0.1427067,0.008222308,0.004377292,0.0001357367,0.3172702,0.03596916,0.04488269,0.4055329,0.02521178,0.01003606],"study_design_scores_gemma":[0.003713252,0.0003064018,0.278044,0.0206919,0.001651686,0.00008638034,0.07020417,0.0285861,0.05589224,0.02057857,0.5185219,0.001723419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2606697,0.02510889,0.1369659,0.004885228,0.001544673,0.001293797,0.0002964785,0.00007027933,0.5691651],"genre_scores_gemma":[0.7282143,0.01939168,0.05503341,0.00008571888,0.0003618197,0.00001032856,0.00007201068,0.0000559594,0.1967748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4933102,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128441560","doi":"10.7202/1123250ar","title":"Droit, technologies et société : enjeux normatifs émergents","year":2025,"lang":"fr","type":"article","venue":"Revue de droit Université de Sherbrooke","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Field (mathematics); Work (physics); Government (linguistics); Key (lock)","authors":[{"name":"Charles-Étienne Daniel","is_ca":false},{"name":"Anne-Sophie Hulin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02521936460251816,"gpt":0.3094895351316201,"spread":0.284270170529102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001637451,0.0002823829,0.0004361339,0.0002765012,0.001266291,0.000138968,0.001329062,0.001142211,0.001230195],"category_scores_gemma":[0.0004632358,0.0004209096,0.0004311254,0.001315972,0.001233013,0.0004687252,0.0006901863,0.001232802,0.0004518283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007288447,"about_ca_system_score_gemma":0.001293326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572274,"about_ca_topic_score_gemma":0.006530342,"domain_scores_codex":[0.997162,0.0003287095,0.0003524681,0.0005469246,0.0003485569,0.001261361],"domain_scores_gemma":[0.9982376,0.0005814846,0.0001537195,0.0005372482,0.0002402235,0.0002497825],"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":[0.00003889873,0.0001666815,0.0109944,0.0007682117,0.000396188,0.00009870702,0.02324043,0.000217486,0.0002404085,0.8781266,0.0253334,0.06037862],"study_design_scores_gemma":[0.000704537,0.00005850457,0.002691823,0.0005521736,0.0001607762,0.00001303959,0.05867088,0.001668511,0.0007267378,0.1535744,0.7807308,0.0004478705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1345198,0.02025089,0.001932742,0.05789121,0.001409132,0.0005492375,0.00005869355,0.0004575138,0.7829307],"genre_scores_gemma":[0.3787618,0.04783303,0.00129342,0.00120673,0.0002424767,0.00001981419,0.00002057486,0.00004160717,0.5705805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7553974,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242311645","doi":"10.4000/books.pum.13806","title":"Bibliographie","year":2002,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy","authors":[{"name":"Bernard Élie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04044527689462325,"gpt":0.2458061715193138,"spread":0.2053608946246905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0008966119,0.0005834877,0.0006133285,0.00116186,0.00237431,0.0002443045,0.001342253,0.001607839,0.03369313],"category_scores_gemma":[0.00007649837,0.000727347,0.0008706704,0.0003888363,0.002729234,0.0002303074,0.0007868015,0.001546437,0.001151567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210227,"about_ca_system_score_gemma":0.0002281371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02599849,"about_ca_topic_score_gemma":0.01574819,"domain_scores_codex":[0.9961808,0.0003060603,0.0003927512,0.0008008059,0.0008669345,0.001452587],"domain_scores_gemma":[0.9969223,0.0008854543,0.0003118509,0.0006153682,0.000323896,0.0009411979],"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":[0.0001996069,0.0001267764,0.0108528,0.0003328278,0.001629647,0.001157083,0.0538482,0.0001345034,0.0001494259,0.6637567,0.196516,0.07129643],"study_design_scores_gemma":[0.0006196431,0.0001180754,0.00195307,0.0001986124,0.0003752316,0.0000338134,0.00243895,0.0004231472,0.00008197583,0.0435193,0.9494728,0.0007653607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003132545,0.02138565,0.0001129571,0.003843953,0.0003951334,0.0005027457,0.0001553873,0.0001747007,0.9702969],"genre_scores_gemma":[0.05065116,0.09958875,0.0004562085,0.0005393681,0.0006920409,0.0000162689,0.00001784022,0.0001082071,0.8479301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7529569,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7153213325","doi":"10.3917/amx.053.0185n","title":"Bruno TRENTIN, La Cité du travail. Le fordisme et la gauche , traduit de l’italien par J. Nicolas, Paris, Fayard, « Poids et mesures du monde », 2012, 444 pages","year":2013,"lang":"fr","type":"article","venue":"Actuel Marx","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Object (grammar); Identity (music); Context (archaeology); Order (exchange)","authors":[{"name":"Emmanuel Renault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02556259439980707,"gpt":0.3296992263838953,"spread":0.3041366319840882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007441264,0.0005435475,0.0006857348,0.0001210624,0.001026714,0.00122981,0.00118947,0.001200297,0.002938274],"category_scores_gemma":[0.000913699,0.0005584996,0.0006168292,0.0005153771,0.002132908,0.001744931,0.0003017871,0.00158484,0.0005956785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055267,"about_ca_system_score_gemma":0.001213778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03083389,"about_ca_topic_score_gemma":0.007601919,"domain_scores_codex":[0.9923512,0.003588009,0.0006769419,0.0008315342,0.0008976604,0.001654696],"domain_scores_gemma":[0.9940888,0.004091255,0.0002705084,0.0005864048,0.0002497204,0.0007133292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002900618,0.0006515761,0.0793223,0.00014751,0.0003988803,0.00002939497,0.03618652,0.00002448557,0.0002495793,0.02544731,0.8178722,0.03964124],"study_design_scores_gemma":[0.001053961,0.0001172856,0.2072973,0.00006345977,0.00009877262,0.00002282422,0.01623611,0.000242322,0.000228445,0.01991457,0.7541057,0.0006193074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4604579,0.0315514,0.0004326747,0.2236767,0.001274929,0.001369773,0.000185462,0.0002673031,0.2807838],"genre_scores_gemma":[0.8813288,0.08197831,0.0003786554,0.003163487,0.000724769,0.0002444366,0.00005401512,0.0000971233,0.03203042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208708,"threshold_uncertainty_score":0.999807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405530678","doi":"10.4000/12ymg","title":"Processus créatif d’un ouvrage de littérature pour enfants visant la transformation de situations d’injustice écosociale","year":2024,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Philosophy; Psychology","authors":[{"name":"Marta Teixeira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04228459961164159,"gpt":0.3722839060422688,"spread":0.3299993064306272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003586574,0.0002722935,0.0002203464,0.0001416465,0.001406598,0.0003827567,0.0003001545,0.0006178047,0.003343679],"category_scores_gemma":[0.0005806749,0.0003066957,0.0002019242,0.000900568,0.0007076537,0.001031843,0.00004369728,0.001139625,0.0007808212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649815,"about_ca_system_score_gemma":0.003065423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008682546,"about_ca_topic_score_gemma":0.0006829008,"domain_scores_codex":[0.9964739,0.001206536,0.0004949988,0.0004827988,0.0006190807,0.0007226896],"domain_scores_gemma":[0.997803,0.001372828,0.0001534028,0.0001976061,0.0001747092,0.0002984096],"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":[0.00000683715,0.0003904725,0.0001717016,0.0003831987,0.0002379244,0.000005848402,0.4683018,0.000426322,0.000194267,0.470753,0.005597787,0.0535308],"study_design_scores_gemma":[0.000523892,0.00009755407,0.004231338,0.0004303703,0.0004522333,0.000008508945,0.1497037,0.01961124,0.0003797585,0.1160482,0.7080017,0.0005114987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06812077,0.03055549,0.1142936,0.395523,0.002724375,0.001934831,0.0002310952,0.0002353391,0.3863815],"genre_scores_gemma":[0.9222876,0.01463459,0.00258273,0.0005888565,0.001083434,0.0003397206,0.0001122525,0.00004526543,0.0583256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8541668,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387275982","doi":"10.7202/1106249ar","title":"Le transhumanisme au service de l’idéologie du travail : un nouvel instrument de l’exploitation capitaliste ?","year":2023,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Guillaume Fauvel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2663691694503622,"gpt":0.460357530938688,"spread":0.1939883614883259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006106274,0.000297632,0.0003651566,0.0001030602,0.001470389,0.0002330634,0.0006630691,0.000798845,0.001515913],"category_scores_gemma":[0.0004676079,0.0003867773,0.0003255308,0.0007263108,0.0009858574,0.0006027072,0.0001180055,0.0009635051,0.0003774339],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019924,"about_ca_system_score_gemma":0.005857114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1673832,"about_ca_topic_score_gemma":0.0492899,"domain_scores_codex":[0.9946898,0.001806638,0.0004275432,0.0005119969,0.0005354738,0.00202852],"domain_scores_gemma":[0.997448,0.001239957,0.0001407524,0.0002832641,0.0002869086,0.0006010817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009607181,0.0001296711,0.002456961,0.000264318,0.0001371975,0.00002551446,0.3881603,0.0001044652,0.0001104284,0.598852,0.005583982,0.004165497],"study_design_scores_gemma":[0.001145686,0.0001398976,0.03194637,0.0001040035,0.00008360236,0.00001229229,0.4776559,0.001657738,0.0006943609,0.4003012,0.08560704,0.0006518934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4649899,0.001005027,0.0002826801,0.4399289,0.001478777,0.0004546801,0.0001516916,0.0002710618,0.09143723],"genre_scores_gemma":[0.9662693,0.02082658,0.0004588962,0.005747483,0.0009636839,0.0002412948,0.00008479358,0.00006722358,0.005340703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5012794,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076239488","doi":"10.7202/1008311ar","title":"Religion, mouvements sociaux et démocratie : convergences et contradictions au Mexique","year":2012,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Malik Tahar Chaouch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2462350812800006,"gpt":0.5259133312404176,"spread":0.279678249960417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009042239,0.0004514391,0.0005900381,0.000109871,0.00173359,0.0002764608,0.0006199326,0.0009638977,0.0109068],"category_scores_gemma":[0.001096368,0.0005220268,0.0005484788,0.0005464522,0.002168858,0.002267237,0.0001890474,0.001848272,0.0008089008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626319,"about_ca_system_score_gemma":0.003892808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045159,"about_ca_topic_score_gemma":0.01561159,"domain_scores_codex":[0.9913941,0.00408001,0.0007778022,0.0005546462,0.000938181,0.002255278],"domain_scores_gemma":[0.9953647,0.002302652,0.0003419521,0.0004014499,0.0005026981,0.001086607],"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":[0.000006063158,0.0003083129,0.02103005,0.00007058198,0.0002694016,0.000001950435,0.1162496,0.000006990056,0.00001260295,0.7383741,0.1232409,0.0004294793],"study_design_scores_gemma":[0.0006711693,0.0001042387,0.01498654,0.0001217473,0.0001167297,0.000004706604,0.07787482,0.00006939135,0.0002014115,0.333062,0.57211,0.0006772097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03619349,0.01301675,0.0007513001,0.5953032,0.01600141,0.001065428,0.0004970099,0.0002441869,0.3369272],"genre_scores_gemma":[0.8650392,0.0905977,0.0003197993,0.01790523,0.002157948,0.0004038915,0.00009736965,0.0000704249,0.02340849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8288457,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053793376","doi":"10.3917/rspt.953.0631","title":"De la singularisation de l'existence éthique chez Thomas d'Aquin","year":2011,"lang":"fr","type":"article","venue":"Revue des sciences philosophiques et théologiques","topic":"Society, Economy, and Ethics Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dominican University College","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Maxime Allard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4646297318480599,"gpt":0.4502547436542728,"spread":0.01437498819378713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.02782881,0.0004381856,0.0005297185,0.0002351627,0.001925703,0.0006587415,0.001725358,0.001591054,0.0004172253],"category_scores_gemma":[0.003793896,0.000457653,0.0003537494,0.001056898,0.02769519,0.001629294,0.0003224026,0.001743578,0.00007060591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451709,"about_ca_system_score_gemma":0.003086479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016819,"about_ca_topic_score_gemma":0.00159357,"domain_scores_codex":[0.988006,0.008281543,0.0006365961,0.0009683859,0.0005701462,0.001537307],"domain_scores_gemma":[0.9956072,0.002628147,0.0003917702,0.0004416046,0.000424806,0.00050645],"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":[0.00002136824,0.0002455367,0.0299574,0.0002041701,0.00004239498,0.00007104263,0.1353469,0.00003644878,0.0002572761,0.8301724,0.0003870767,0.003257971],"study_design_scores_gemma":[0.0001352072,0.0007799731,0.006207319,0.0004737797,0.00005263672,0.0001272603,0.008874369,0.001266747,0.002052322,0.9672455,0.01222067,0.0005642362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2305145,0.01385811,0.00441846,0.02940427,0.0006190174,0.0005776914,0.00001997437,0.0004260907,0.7201619],"genre_scores_gemma":[0.8842089,0.04197122,0.06596489,0.003581515,0.001365641,0.00009106901,0.000004736137,0.00003985007,0.002772206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7173896,"threshold_uncertainty_score":0.9997875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}