{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d1a2ba8649c2","filters":{"venue":"Iris"}},"results":[{"id":"W4389305396","doi":"10.35562/iris.3504","title":"Le corps des bio-artistes : de la fiction à la réalité","year":2023,"lang":"fr","type":"article","venue":"Iris","topic":"Biomedical Ethics and Regulation","field":"Medicine","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":"Humanities; Art; Art history; Philosophy","authors":[{"name":"Catherine Voison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02565443440835346,"gpt":0.3220998793636611,"spread":0.2964454449553077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005056438,0.001238997,0.0006430997,0.001925407,0.00693163,0.01332564,0.001340412,0.005079432,0.01424675],"category_scores_gemma":[0.01121668,0.0005194605,0.0007653236,0.001122191,0.03500101,0.01081922,0.005620972,0.009112776,0.00559926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00447079,"about_ca_system_score_gemma":0.003437197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669954,"about_ca_topic_score_gemma":0.005263186,"domain_scores_codex":[0.9959272,0.001847007,0.0001336253,0.0006586001,0.001198533,0.0002349778],"domain_scores_gemma":[0.9935887,0.003373946,0.0004096847,0.0009592663,0.001026414,0.0006419132],"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":[0.0001321861,0.00003393219,0.0007328979,0.0005744977,0.00002475485,0.0003924789,0.02410189,0.0003635319,0.003304325,0.7683083,0.1337784,0.06825297],"study_design_scores_gemma":[0.000006912814,0.0000366807,0.0002636586,0.0003804344,0.000008207113,0.0005872725,0.00319459,0.000156876,0.0009514109,0.04078349,0.9536016,0.00002898532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01963921,0.1688437,0.04235687,0.2435109,0.03446769,0.0001049671,0.0002939812,0.0005682931,0.4902144],"genre_scores_gemma":[0.3271308,0.07551137,0.02764492,0.05659981,0.01577476,0.0002786937,0.0002606246,0.001065099,0.495734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01424675,"threshold_uncertainty_score":0.04766017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393965025","doi":"10.35562/iris.2456","title":"L’imaginaire, les neurosciences et l’olfactif : confirmations et extrapolations","year":2012,"lang":"fr","type":"article","venue":"Iris","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Olfaction; Cognitive science; Psychology; Neuroscience; Cognitive psychology","authors":[{"name":"Hervé-Pierre Lambert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2552308532055582,"gpt":0.3492849387744164,"spread":0.09405408556885819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004531042,0.0007597093,0.0005285602,0.002490527,0.001206415,0.004349079,0.001145333,0.002234888,0.005370782],"category_scores_gemma":[0.009202968,0.0002024747,0.0005884191,0.0007888242,0.01382663,0.01004812,0.003098076,0.002951633,0.0008936678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440405,"about_ca_system_score_gemma":0.001764182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520389,"about_ca_topic_score_gemma":0.003380827,"domain_scores_codex":[0.9988545,0.0004022229,0.00008880165,0.0001783436,0.0003701165,0.0001059555],"domain_scores_gemma":[0.9918455,0.005420974,0.0006042388,0.0008665855,0.0009975741,0.0002651146],"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":[0.0005023622,0.0001390355,0.01508712,0.002115024,0.0001337879,0.002719395,0.03356583,0.001019934,0.01213683,0.7433285,0.003442197,0.18581],"study_design_scores_gemma":[0.00005345409,0.0003814943,0.03556631,0.002045547,0.00007671761,0.003513632,0.04522987,0.001980847,0.00870765,0.7683756,0.1339034,0.0001654946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3476638,0.1871143,0.05698984,0.07494946,0.001971355,0.00007877053,0.0003173915,0.0001387411,0.3307762],"genre_scores_gemma":[0.9317122,0.0441817,0.008641471,0.002658502,0.001149104,0.00006210483,0.00009598348,0.00004700982,0.01145195],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005370782,"threshold_uncertainty_score":0.02396274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393965020","doi":"10.35562/iris.3239","title":"Figurer l’invisible : l’exemple d’Anish Kapoor","year":2011,"lang":"fr","type":"article","venue":"Iris","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Figuring; Art; Optics; Physics","authors":[{"name":"Christine Vial-Kayser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04836611642810042,"gpt":0.2229807866325753,"spread":0.1746146702044749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009399886,0.0005612607,0.0002734374,0.0006697234,0.01069644,0.005412478,0.0006296817,0.001610165,0.007214151],"category_scores_gemma":[0.001601464,0.0003295807,0.0003031369,0.0005825495,0.0149742,0.004183507,0.004480002,0.00498262,0.001362295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291835,"about_ca_system_score_gemma":0.001358299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385312,"about_ca_topic_score_gemma":0.02395066,"domain_scores_codex":[0.9991022,0.0004396875,0.00001671636,0.00007612519,0.0001673299,0.0001979777],"domain_scores_gemma":[0.9995075,0.0002144608,0.00004826581,0.0000466676,0.00007547433,0.0001075958],"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":[0.0001157095,0.00003007228,0.0008318276,0.0002116445,0.0000100492,0.003631537,0.6705258,0.0001443535,0.00227977,0.2930661,0.01675435,0.01239879],"study_design_scores_gemma":[0.00002489972,0.00008795766,0.00181034,0.0004093918,0.00002909784,0.004671147,0.362298,0.0005935704,0.002051516,0.02081165,0.6071456,0.00006681378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2225365,0.005440561,0.006205055,0.02228015,0.001247288,0.00007004892,0.00008591367,0.0001335628,0.7420009],"genre_scores_gemma":[0.9137698,0.002120896,0.001304722,0.001874407,0.0001697626,0.00002588486,0.00002049876,0.0001124947,0.08060153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01385312,"threshold_uncertainty_score":0.02754492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319078565","doi":"10.35562/iris.3114","title":"Le thème du dragon chez les enfants au regard des structures anthropologiques de l’imaginaire chez Gilbert Durand","year":2022,"lang":"fr","type":"article","venue":"Iris","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Cégep de Chicoutimi; Université du Québec à Chicoutimi; Saint Paul University","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Raymond Laprée","is_ca":true},{"name":"Jacques Cherblanc","is_ca":true},{"name":"Christiane Bergeron‐Leclerc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02400760326121978,"gpt":0.2781866827466612,"spread":0.2541790794854414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484341,0.0004231211,0.0002228369,0.0009152505,0.01151628,0.0031361,0.0005822695,0.001099676,0.002741871],"category_scores_gemma":[0.001596053,0.0001674649,0.0001311566,0.0007375424,0.01135977,0.001352613,0.002023077,0.001545018,0.0001781603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02018277,"about_ca_system_score_gemma":0.008401199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7187515,"about_ca_topic_score_gemma":0.8011869,"domain_scores_codex":[0.9990754,0.0004766853,0.00001203467,0.00008885434,0.00009865527,0.0002483955],"domain_scores_gemma":[0.9992347,0.0002919067,0.0001092628,0.00002301057,0.0001812298,0.0001599766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000431679,0.000006479017,0.008135014,0.00005081243,0.000002230889,0.001009804,0.9411506,0.00004891573,0.0007601065,0.03792213,0.002545112,0.008325584],"study_design_scores_gemma":[0.000003335507,0.00003620038,0.02262319,0.0001750052,0.000006315287,0.0005184084,0.8389325,0.00005842672,0.0005283682,0.001423946,0.1356698,0.00002458019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280829,0.004308125,0.0008392124,0.0130832,0.0001549328,0.00002481726,0.00007940773,0.00001864966,0.05340881],"genre_scores_gemma":[0.9865457,0.0006562563,0.0002137849,0.0002650142,0.0000117767,0.00001200648,0.00001183933,0.000007673057,0.01227604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7187515,"threshold_uncertainty_score":0.5658095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138810614","doi":"10.35562/iris.1815","title":"Andalucía vista desde Quebec","year":2014,"lang":"es","type":"article","venue":"Iris","topic":"Spanish Literature and Culture Studies","field":"Arts and Humanities","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":"Humanities; Art","authors":[{"name":"Natalia Arregui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057346257988874,"gpt":0.2270563636927951,"spread":0.2164829011129063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000355559,0.0002549347,0.0002371939,0.0008206457,0.00479679,0.00292643,0.0004480416,0.000647747,0.0417974],"category_scores_gemma":[0.0009802366,0.0001008039,0.0001729,0.001681913,0.001299467,0.0006772191,0.0007929564,0.001228025,0.00148247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02782488,"about_ca_system_score_gemma":0.02605886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9642056,"about_ca_topic_score_gemma":0.9877167,"domain_scores_codex":[0.9996716,0.00003336641,0.000007819374,0.00005133026,0.0001023488,0.0001335179],"domain_scores_gemma":[0.9992641,0.00009875355,0.00005600404,0.00003494107,0.0004283751,0.0001179129],"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":[0.0002665271,0.00008259492,0.02821573,0.0007554501,0.00008484164,0.002674651,0.01576413,0.0005234966,0.00247963,0.2166985,0.4352879,0.2971666],"study_design_scores_gemma":[0.00001458077,0.00001447079,0.03009375,0.0002565388,0.00002023933,0.0001460762,0.006522054,0.00008167747,0.0004132312,0.0007975867,0.9616244,0.0000153576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1067096,0.02424065,0.0006731532,0.03075985,0.001618894,0.00007043187,0.003396643,0.0001680994,0.8323627],"genre_scores_gemma":[0.3406776,0.008543245,0.0005075827,0.003144506,0.0001468905,0.00003630792,0.0006509441,0.00005675386,0.6462362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0417974,"threshold_uncertainty_score":0.2018846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}