{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03058469,0.0005436828,0.0005315915,0.002210784,0.002471414,0.003310331,0.001115288,0.0007210562,0.003112674],"category_scores_gemma":[0.05224776,0.000522476,0.0009444409,0.002098725,0.003239135,0.002031812,0.003616237,0.001302786,0.0005092776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006139374,"about_ca_system_score_gemma":0.009913987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07095985,"about_ca_topic_score_gemma":0.1095984,"domain_scores_codex":[0.9826918,0.008118196,0.001990915,0.001657029,0.00439905,0.001143013],"domain_scores_gemma":[0.9166553,0.03486127,0.01077312,0.006307217,0.02869949,0.002703627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004772461,0.0003660262,0.6689102,0.0005677237,0.0002249639,0.0001561079,0.2156055,0.0007700257,0.002929357,0.002432643,0.001396763,0.1061636],"study_design_scores_gemma":[0.00003337581,0.0004521641,0.9330463,0.0002917267,0.00006320945,0.00005488779,0.05186043,0.0007135588,0.001791653,0.0006173517,0.01100336,0.00007208076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904258,0.0001506256,0.003348351,0.0002344634,0.00003120807,0.0006774339,0.0003992108,0.00002374774,0.004709244],"genre_scores_gemma":[0.9867164,0.0001670373,0.007400531,0.00009093914,0.00001230138,0.001953022,0.0004647386,0.00001989502,0.003175014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07095985,"threshold_uncertainty_score":0.1617492,"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."}}