{"id":"W7133443063","doi":"","title":"Ce que disent les étudiants au sujet des enseignements : analyse textuelle des commentaires","year":2014,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Speech communication; Context (archaeology)","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":[0.02886273,0.0009725393,0.0008002018,0.005289411,0.007479916,0.01247545,0.001663856,0.00365177,0.01218177],"category_scores_gemma":[0.1489729,0.0005013933,0.0009205039,0.004766608,0.008612848,0.01308587,0.006054083,0.006208272,0.004455161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007946711,"about_ca_system_score_gemma":0.007330127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239264,"about_ca_topic_score_gemma":0.01125585,"domain_scores_codex":[0.9510384,0.03119508,0.003010405,0.002660132,0.01042692,0.001669196],"domain_scores_gemma":[0.8136845,0.1357154,0.01255737,0.004963282,0.03015643,0.002923024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001532226,0.00007329613,0.0088595,0.001295577,0.00004003905,0.000448816,0.8716027,0.000133576,0.00235154,0.03348771,0.02290873,0.05864532],"study_design_scores_gemma":[0.00002436719,0.0001051362,0.01875687,0.002684227,0.00005701287,0.0004144147,0.626581,0.0006152425,0.002430028,0.01066136,0.3375307,0.0001397295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5295275,0.01436194,0.09117065,0.1245593,0.007582584,0.001662461,0.002451539,0.0008478928,0.2278362],"genre_scores_gemma":[0.8883976,0.007089368,0.01920255,0.0129307,0.00143908,0.00228738,0.001075222,0.00070495,0.06687324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02886273,"threshold_uncertainty_score":0.1526425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302718984813749,"score_gpt":0.4103442096544173,"score_spread":0.2800723111730423,"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."}}