{"id":"W4301862021","doi":"","title":"Qualités des dossiers universitaires : analyse d'un programme de formation en enseignement","year":2014,"lang":"en","type":"article","venue":"R-libre (Université Téluq)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.03610382,0.0004616481,0.0009339364,0.004090386,0.002276137,0.005189149,0.001495255,0.0007104956,0.005876058],"category_scores_gemma":[0.1031066,0.0004178709,0.0008199841,0.005640769,0.002248213,0.002594158,0.003636683,0.001580011,0.001155058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01545382,"about_ca_system_score_gemma":0.01350515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05134042,"about_ca_topic_score_gemma":0.05086461,"domain_scores_codex":[0.9660894,0.01177302,0.002406003,0.002026549,0.01576163,0.001943518],"domain_scores_gemma":[0.8681623,0.05115144,0.01673954,0.005860346,0.05094938,0.00713696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006978242,0.0006253082,0.5003129,0.001665781,0.0003443084,0.0001689012,0.1341326,0.001607458,0.001963853,0.006441174,0.003785087,0.3482547],"study_design_scores_gemma":[0.00001798864,0.0004927642,0.9435664,0.0004775319,0.00005349652,0.00004882559,0.03167091,0.0008237599,0.001238533,0.0006816778,0.02086324,0.00006483187],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700391,0.001054548,0.005292517,0.001181302,0.00008684566,0.0008563911,0.0009228398,0.0001278494,0.02043856],"genre_scores_gemma":[0.9861596,0.0004800562,0.003458612,0.0001264756,0.0000267531,0.0007946228,0.0006192637,0.00003744382,0.008297135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05134042,"threshold_uncertainty_score":0.1909376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113949901206492,"score_gpt":0.3616731998456016,"score_spread":0.2477232986391097,"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."}}