{"id":"W2471700206","doi":"10.7202/1036698ar","title":"Auto-efficacité des enseignants : quels outils d’évaluation utiliser ?","year":2016,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Humanities; Political science; Valuation (finance); Philosophy; Economics; Accounting","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02327291,0.0004199239,0.000387183,0.0002788002,0.0007133616,0.0001732577,0.0003489742,0.0004513482,0.004478393],"category_scores_gemma":[0.005792272,0.0003616581,0.0002080212,0.0009194309,0.0008280982,0.001442054,0.00004276399,0.0002895643,0.002062265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016567,"about_ca_system_score_gemma":0.002812981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000809076,"about_ca_topic_score_gemma":0.002404444,"domain_scores_codex":[0.9836615,0.01268183,0.0008143181,0.0007545784,0.001357062,0.0007307351],"domain_scores_gemma":[0.9958878,0.00183759,0.0005047168,0.000495576,0.00104134,0.0002330105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001353804,0.000357677,0.006171656,0.00004260658,0.00007241426,2.953769e-7,0.6200284,0.00001820365,0.000729619,0.007842667,0.008837637,0.3558852],"study_design_scores_gemma":[0.001092069,0.0001042768,0.7234845,0.0005473717,0.0003069129,0.000004083675,0.1326784,0.0002393455,0.0005433005,0.02267051,0.1176488,0.0006805173],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.51755,0.004821027,0.01275829,0.4407634,0.009398293,0.001337074,0.00003895169,0.0003083065,0.01302469],"genre_scores_gemma":[0.8960629,0.001685113,0.0013595,0.0008095333,0.001119479,0.0001809588,0.00005555329,0.00005055274,0.09867641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7173128,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.376431794101496,"score_gpt":0.4422559950015829,"score_spread":0.0658242009000869,"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."}}