{"id":"W3183256364","doi":"10.3917/sh.335.0005","title":"Qui sont les rééducateurs ?","year":2021,"lang":"fr","type":"article","venue":"Sciences Humaines","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004856404,0.0001774981,0.0002134717,0.00008288843,0.003633901,0.0002212624,0.0005271535,0.0001754647,0.002025701],"category_scores_gemma":[0.001890035,0.0001790652,0.0001326443,0.001258111,0.01065239,0.0004897987,0.00006362086,0.0001943286,0.0002178119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153671,"about_ca_system_score_gemma":0.002119678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464045,"about_ca_topic_score_gemma":0.002060668,"domain_scores_codex":[0.9968492,0.001010679,0.0003095469,0.00056074,0.0005148021,0.0007550384],"domain_scores_gemma":[0.9978177,0.001276346,0.0001534213,0.0001764343,0.000385328,0.0001907975],"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":[4.560818e-7,0.0001439055,0.03451888,0.00002913396,0.00001917627,0.000002805368,0.04990422,0.00002500023,0.00008398971,0.8936703,0.008711809,0.01289033],"study_design_scores_gemma":[0.00009187555,0.00004755698,0.007409069,0.00008860907,0.00002647722,0.000010751,0.6250022,0.00003917608,0.00006997785,0.0655598,0.3013935,0.0002610271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354615,0.02593719,0.0001364816,0.1943913,0.02340252,0.0001347307,0.00001647966,0.00008262885,0.2204371],"genre_scores_gemma":[0.9317635,0.004146653,0.005770606,0.001351149,0.008751967,0.00002321008,0.0000160187,0.00001321721,0.04816365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8281105,"threshold_uncertainty_score":0.9988866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4054509260049342,"score_gpt":0.5082485995504399,"score_spread":0.1027976735455057,"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."}}