{"id":"W3005556668","doi":"10.7202/1067211ar","title":"Professionnalisation et ingénierie de formation","year":2019,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0128748,0.0002290088,0.0003203279,0.001678893,0.004911125,0.007765473,0.00078346,0.001397042,0.005364591],"category_scores_gemma":[0.02388492,0.0001899616,0.0002383614,0.002065445,0.02502934,0.006997467,0.009490692,0.00341419,0.0006445067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005146433,"about_ca_system_score_gemma":0.006248417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008888146,"about_ca_topic_score_gemma":0.006923731,"domain_scores_codex":[0.9843834,0.009198775,0.0005025415,0.001580514,0.002592429,0.001742237],"domain_scores_gemma":[0.9872962,0.005998073,0.001810153,0.001202016,0.001950168,0.001743343],"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":[0.00007556712,0.00003480577,0.005998742,0.0001038385,0.00001191676,0.000077845,0.1608255,0.0001335074,0.0004718614,0.7882988,0.002064028,0.04190373],"study_design_scores_gemma":[0.00004979541,0.000151731,0.03994941,0.000460814,0.00002085281,0.0006198317,0.1417123,0.0007531365,0.0008859353,0.5382602,0.2770497,0.00008620966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2658896,0.01085443,0.01587691,0.03092586,0.001056524,0.00006485685,0.0001015233,0.00008944162,0.6751409],"genre_scores_gemma":[0.9857998,0.0009230069,0.001352918,0.0005788757,0.00009829288,0.00002728399,0.00003138982,0.00002384884,0.01116468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0128748,"threshold_uncertainty_score":0.06808925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293198125724294,"score_gpt":0.4638890472406025,"score_spread":0.2345692346681731,"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."}}