{"id":"W4366816844","doi":"10.37571/2023.0203","title":"Engagement en formation professionnelle initiale duale et perceptions de la qualité de la formation","year":2023,"lang":"fr","type":"article","venue":"Didactique","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01205267,0.0001238591,0.0001108361,0.0001856169,0.001047968,0.0002445212,0.000146354,0.0002941734,0.002200074],"category_scores_gemma":[0.002786761,0.0001345125,0.00005812759,0.0008424165,0.0002244562,0.0021118,0.00005357333,0.0008349819,0.0007854924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823154,"about_ca_system_score_gemma":0.0007205096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008310592,"about_ca_topic_score_gemma":0.0002097095,"domain_scores_codex":[0.9860229,0.01292405,0.0002989614,0.0001446981,0.0002689212,0.0003404588],"domain_scores_gemma":[0.9959012,0.003470393,0.0002819098,0.0001200585,0.0001413758,0.00008511059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001405512,0.0002284006,0.002063299,0.0001275208,0.00001809849,0.000003596285,0.7867749,0.0002051227,0.001209622,0.1640829,0.03615516,0.009117343],"study_design_scores_gemma":[0.0001777378,0.00002809874,0.07578729,0.0001036514,0.00001695043,0.000008248116,0.3620639,0.000896183,0.0004460515,0.002983586,0.5573482,0.0001400434],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964405,0.00005453095,0.0103396,0.04689488,0.0009231123,0.0003694898,0.00001405211,0.000208604,0.1447552],"genre_scores_gemma":[0.9804444,0.0009839617,0.001195588,0.001244928,0.0004332555,0.0001614425,0.0001078747,0.00001866201,0.01540987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.521193,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171375419747206,"score_gpt":0.5014845893639969,"score_spread":0.3843470473892763,"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."}}