{"id":"W3115442807","doi":"10.18162/fp.2020.679","title":"« Crée-moi un oiseau » : Innover dans un cadre temporel inédit","year":2020,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009194219,0.0004012542,0.0003002403,0.001317342,0.01187815,0.01200541,0.001468747,0.003590079,0.008491825],"category_scores_gemma":[0.00991542,0.0002470451,0.000476771,0.001183368,0.008903239,0.005670634,0.008349365,0.004896021,0.001196285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323899,"about_ca_system_score_gemma":0.03984976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05441958,"about_ca_topic_score_gemma":0.1183704,"domain_scores_codex":[0.9906729,0.003147658,0.0002224159,0.0009169405,0.001629516,0.003410661],"domain_scores_gemma":[0.9891564,0.001974537,0.001286016,0.0003753452,0.001501617,0.005706118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001506342,0.0007486372,0.07372113,0.0004188986,0.00003405938,0.002236444,0.4967901,0.0003307241,0.003880422,0.1562173,0.02328159,0.2421901],"study_design_scores_gemma":[0.00001780499,0.0005417672,0.05710208,0.0004252746,0.00002542137,0.0007456854,0.4216201,0.0003355527,0.001058608,0.005613029,0.5124443,0.00007037464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757625,0.004081235,0.005330348,0.09886794,0.001091821,0.0002989964,0.00009200929,0.0001328443,0.1324798],"genre_scores_gemma":[0.9236112,0.001704058,0.003612294,0.006493447,0.000169566,0.0001482721,0.00006185805,0.00004437285,0.06415495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05441958,"threshold_uncertainty_score":0.1082056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638520845699707,"score_gpt":0.4434989810892749,"score_spread":0.2796468965193042,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}