{"id":"W1529449654","doi":"10.7202/1024563ar","title":"Revisiter le concept de dispositif pour comprendre l’alternance en formation","year":2014,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003203412,0.0002066313,0.0002455379,0.00005731984,0.0006153037,0.0001073807,0.0003307567,0.000254504,0.0005399632],"category_scores_gemma":[0.0008077818,0.0002476119,0.0001210537,0.0003913494,0.0006097847,0.001105377,0.00002371885,0.0003203702,0.0005299579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298828,"about_ca_system_score_gemma":0.000983921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097578,"about_ca_topic_score_gemma":0.0002924143,"domain_scores_codex":[0.9962243,0.002268766,0.0004393182,0.0003377605,0.0002725136,0.0004573209],"domain_scores_gemma":[0.9975656,0.001357329,0.0003588227,0.0002707617,0.0002809042,0.0001665619],"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":[0.000004455489,0.0002910928,0.002158257,0.0001310482,0.0000324567,2.660119e-7,0.2918238,0.0002983957,0.0002385737,0.594308,0.0459085,0.06480522],"study_design_scores_gemma":[0.0006940476,0.00005620101,0.05282605,0.0003804241,0.00003913099,0.00001235195,0.05596349,0.001813779,0.0002945093,0.02906313,0.858412,0.0004449016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2578172,0.01025875,0.1882519,0.3717989,0.02793671,0.0008365066,0.0000889315,0.0002221804,0.142789],"genre_scores_gemma":[0.9543808,0.001216264,0.005287501,0.003741068,0.008533432,0.0000757282,0.0001926569,0.00002818743,0.02654443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8125035,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407965213313084,"score_gpt":0.4004937499529876,"score_spread":0.3264140978198568,"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."}}