{"id":"W4301180659","doi":"","title":"Démarche de validation d’un questionnaire portant sur les pratiques d’enseignement en ligne pour un outil destiné à l'autoformation des enseignant·e·s du supérieur","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1141982,0.001307595,0.0008329394,0.005020245,0.001720249,0.004267687,0.002314416,0.001873633,0.006648771],"category_scores_gemma":[0.1139193,0.0008893848,0.002155714,0.003502653,0.002446947,0.003958395,0.002756297,0.002240784,0.003119154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004586683,"about_ca_system_score_gemma":0.01448359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02801814,"about_ca_topic_score_gemma":0.01808185,"domain_scores_codex":[0.9446265,0.03248638,0.004981851,0.003481926,0.01276038,0.001662878],"domain_scores_gemma":[0.7944356,0.1096018,0.005490049,0.02351609,0.06453192,0.002424335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001402337,0.002478499,0.2163226,0.004118135,0.0008164052,0.0004722991,0.05893653,0.002936626,0.03969179,0.01177276,0.02169993,0.6393521],"study_design_scores_gemma":[0.0004335592,0.002884963,0.7022382,0.006295164,0.001089241,0.0008717647,0.02125842,0.01158629,0.0537258,0.005057877,0.1942098,0.0003489203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5580429,0.004876975,0.3552603,0.0107501,0.002159293,0.01174405,0.009480556,0.002251732,0.04543404],"genre_scores_gemma":[0.6797903,0.002650606,0.2617899,0.002173108,0.0002677142,0.0159214,0.01327187,0.0008343699,0.02330062],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1141982,"threshold_uncertainty_score":0.6039451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334315544634896,"score_gpt":0.2933797626804997,"score_spread":0.2600366072341507,"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."}}