{"id":"W2112701706","doi":"10.7202/1024562ar","title":"L’alternance en formation, une figure de la pédagogie","year":2014,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007085484,0.0002113611,0.000219806,0.00006890691,0.0006329471,0.0001142891,0.0003811274,0.0003931026,0.0007539442],"category_scores_gemma":[0.002901858,0.0002481738,0.0001100949,0.0006720106,0.001034085,0.0007216431,0.00002051424,0.0004290552,0.0007614769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005127787,"about_ca_system_score_gemma":0.001317997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977341,"about_ca_topic_score_gemma":0.0004191128,"domain_scores_codex":[0.9951676,0.003284867,0.0004197841,0.0003279874,0.0003179665,0.0004818558],"domain_scores_gemma":[0.9947573,0.004167608,0.0003256801,0.0002912221,0.0002817084,0.0001764585],"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":[0.000003296774,0.0002776149,0.003445627,0.0001276774,0.00003050301,3.195345e-7,0.3724976,0.0004216111,0.0001180703,0.5054436,0.08266691,0.03496712],"study_design_scores_gemma":[0.0003139054,0.00003379633,0.03344612,0.00013094,0.00002356055,0.000006540653,0.05129208,0.0004173569,0.00008897193,0.04909388,0.8648938,0.0002590682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.172141,0.005776876,0.04485903,0.32506,0.02767494,0.0005179967,0.00003826815,0.0002277968,0.4237041],"genre_scores_gemma":[0.9441218,0.003450048,0.004800561,0.003705007,0.007209485,0.0001118617,0.00009414561,0.00003085379,0.03647618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7822269,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09641230435359074,"score_gpt":0.4382163531736085,"score_spread":0.3418040488200178,"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."}}