{"id":"W4410833990","doi":"10.26034/vd.fpeq.2021.305","title":"Qualité des stages en milieu de travail réalisés dans le cadre d’une formation professionnelle: validation d’une échelle de mesure en français auprès d’élèves en alternance travail-études","year":2021,"lang":"fr","type":"article","venue":"Formation et pratiques d’enseignement en question","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01350653,0.0005072213,0.0004749484,0.0001718001,0.002202996,0.000279727,0.0004281325,0.0008536245,0.0003420697],"category_scores_gemma":[0.001795124,0.0005684859,0.0001952518,0.0007719711,0.0005966822,0.004546868,0.0001148805,0.0007082759,0.00004895038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549754,"about_ca_system_score_gemma":0.001517841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287085,"about_ca_topic_score_gemma":0.01682448,"domain_scores_codex":[0.9822753,0.01417584,0.001365426,0.0005527611,0.0008730362,0.0007576402],"domain_scores_gemma":[0.9960821,0.001734347,0.0008716057,0.0003610085,0.0007238247,0.0002271532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002547488,0.0004852314,0.003199431,0.000695929,0.00009856705,0.00000348094,0.8502934,0.001342963,0.005645545,0.1236711,0.002945143,0.01159367],"study_design_scores_gemma":[0.001037971,0.0002932923,0.1507049,0.001213701,0.0001968057,0.00004845722,0.7914614,0.004109988,0.02079734,0.01851728,0.01084638,0.0007725119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8451347,0.002814509,0.1208785,0.02500055,0.000880211,0.001000603,0.0001200161,0.000260615,0.003910316],"genre_scores_gemma":[0.9543155,0.01249024,0.02267374,0.0007150228,0.001061169,0.0004301042,0.002204647,0.00005769337,0.006051908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475054,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532072526079668,"score_gpt":0.3829897908138649,"score_spread":0.3276690655530682,"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."}}