{"id":"W2768227713","doi":"","title":"Développement professionnel des enseignants : regards croisés des enseignants du collégial privé et de leur direction sur les besoins et l’offre de perfectionnement","year":2017,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008696315,0.0005761969,0.0008195288,0.0004723431,0.007924085,0.004606955,0.002815062,0.0003764687,0.006134156],"category_scores_gemma":[0.004814202,0.0005568748,0.0003436822,0.0006354866,0.001575972,0.007131107,0.001166294,0.0009435122,0.00002913783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909436,"about_ca_system_score_gemma":0.003965456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1626841,"about_ca_topic_score_gemma":0.06094372,"domain_scores_codex":[0.992596,0.003184103,0.001127398,0.0006695649,0.001288738,0.001134195],"domain_scores_gemma":[0.993545,0.001318086,0.002508564,0.000645803,0.001320489,0.0006620462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012701,0.001774052,0.8403201,0.000396291,0.0004207234,0.00003551406,0.06185671,0.0002298651,0.01286059,0.001875619,0.0431088,0.03682052],"study_design_scores_gemma":[0.0007679467,0.00005739095,0.8812552,0.002687432,0.0002507866,0.00004925522,0.009285218,0.00006812804,0.004676225,0.01259341,0.08769736,0.0006116135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477994,0.01991456,0.0002917468,0.01427713,0.003711798,0.0009232238,0.0001017997,0.00005017791,0.01293013],"genre_scores_gemma":[0.8497395,0.1310633,0.0008837046,0.0006721312,0.001232496,0.0001407542,0.00001244374,0.0000762782,0.01617943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111487,"threshold_uncertainty_score":0.9996883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.52616487951917,"score_gpt":0.568746701077958,"score_spread":0.04258182155878798,"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."}}