{"id":"W4402441457","doi":"10.7202/1113333ar","title":"Le processus de validation d’un outil d’autoévaluation portant sur les pratiques d’enseignement en ligne pour un dispositif d’autoformation dédié aux enseignants des cycles supérieurs","year":2023,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03578243,0.0005324658,0.0004788192,0.0004625072,0.001953916,0.0004553011,0.0004185516,0.0006109528,0.0006829503],"category_scores_gemma":[0.006409855,0.0006030159,0.0002202342,0.001804417,0.0002951158,0.002399552,0.00008011051,0.0004282105,0.0002467951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421461,"about_ca_system_score_gemma":0.01135605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637563,"about_ca_topic_score_gemma":0.002222684,"domain_scores_codex":[0.9824283,0.01268352,0.001389238,0.0008070077,0.001829142,0.0008627767],"domain_scores_gemma":[0.9942931,0.001997773,0.0008678642,0.0004249685,0.002156554,0.0002597521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004655837,0.001004965,0.004881141,0.0003811888,0.0001707686,0.000003312893,0.6128844,0.00456935,0.00734061,0.05446194,0.004058217,0.3101976],"study_design_scores_gemma":[0.001085164,0.0001976904,0.7608316,0.0005712232,0.0005039356,0.00001925609,0.08460194,0.01793043,0.02276219,0.1027117,0.007905164,0.0008797773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024311,0.001122562,0.0393486,0.04590749,0.002128989,0.001750213,0.00008117229,0.0003641872,0.006865657],"genre_scores_gemma":[0.9686115,0.003219066,0.01554649,0.0003375079,0.000933451,0.0005953911,0.002347737,0.00009415477,0.008314712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7559505,"threshold_uncertainty_score":0.9996421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066780048979966,"score_gpt":0.4038258075096318,"score_spread":0.2971478026116351,"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."}}