{"id":"W3015197425","doi":"10.4000/ripes.2406","title":"Identification des raisons de non-fréquentation des centres d’aide en français du postsecondaire au Québec","year":2020,"lang":"fr","type":"article","venue":"Revue internationale de pédagogie de l’enseignement supérieur","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu; Université de Montréal; Cegep de Thetford; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.001169302,0.0003630736,0.0003266911,0.0001418582,0.0009313584,0.0003665645,0.0007555442,0.0002324688,0.004072397],"category_scores_gemma":[0.002361347,0.0004652559,0.0003257626,0.00047456,0.0008188668,0.0007911686,0.000132494,0.0003057556,0.0009011672],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006903937,"about_ca_system_score_gemma":0.002830292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.188023,"about_ca_topic_score_gemma":0.2205395,"domain_scores_codex":[0.9963369,0.0006362876,0.0008801245,0.000660648,0.0006025597,0.0008835283],"domain_scores_gemma":[0.9976472,0.0006114134,0.000334862,0.0003016974,0.0004669843,0.0006378873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005935803,0.0006411095,0.3153797,0.0004261031,0.000178188,0.00002101439,0.6321868,0.0008652785,0.001568749,0.003546733,0.01249769,0.03262926],"study_design_scores_gemma":[0.001004967,0.0001889177,0.6255137,0.0005047391,0.0002278717,0.0000408518,0.2548291,0.007379384,0.003402357,0.003056489,0.1031828,0.0006688735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824028,0.001414584,0.009930309,0.09825445,0.0009568224,0.000610604,0.0001428992,0.0001315006,0.006156015],"genre_scores_gemma":[0.9758931,0.001525195,0.001664944,0.003452023,0.001355364,0.0001854861,0.0001596433,0.00005758435,0.01570664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773577,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505217856701435,"score_gpt":0.3176038247954397,"score_spread":0.2670820391252962,"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."}}