{"id":"W3111561265","doi":"10.3917/riges.454.0068","title":"Le grand défi de la formation","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.01013293,0.000832123,0.0007957603,0.001941566,0.007121071,0.01746248,0.001907138,0.006942941,0.01557838],"category_scores_gemma":[0.01987151,0.0005207339,0.0005699052,0.001517063,0.01972239,0.01580002,0.01067218,0.01045563,0.004010013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008982427,"about_ca_system_score_gemma":0.0118096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347618,"about_ca_topic_score_gemma":0.01061432,"domain_scores_codex":[0.9894338,0.003548054,0.0004152838,0.00222889,0.003038028,0.001335923],"domain_scores_gemma":[0.9919104,0.002334257,0.0006092277,0.001216865,0.00239174,0.00153751],"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":[0.00001873686,0.00001113007,0.0004383117,0.00003175418,0.000005688852,0.00003484635,0.001909611,0.00009165499,0.00009678701,0.9733734,0.0139706,0.01001749],"study_design_scores_gemma":[0.00002652184,0.00005954731,0.001365729,0.0003120392,0.00001229629,0.0001842535,0.003159567,0.0003211036,0.0003574849,0.4213271,0.5728385,0.0000358456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01876638,0.01048787,0.02087257,0.3902889,0.003692695,0.00007770974,0.0003157475,0.0001791254,0.5553189],"genre_scores_gemma":[0.6573265,0.009560577,0.01505525,0.04930375,0.003787805,0.000312105,0.000395719,0.0004313642,0.263827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01746248,"threshold_uncertainty_score":0.06517243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875107842024692,"score_gpt":0.4284888655445738,"score_spread":0.2409780813421046,"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."}}