{"id":"W2155329440","doi":"10.7202/1007667ar","title":"L’engagement et la persévérance des étudiants dans trois programmes innovants de premier cycle en génie et en médecine","year":2012,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03580984,0.0002449472,0.0002318969,0.0001915065,0.001637694,0.0004790019,0.0007480235,0.0001946966,0.0002236116],"category_scores_gemma":[0.007330497,0.000255017,0.00009174836,0.001462746,0.002153308,0.005160703,0.0001230394,0.0004943847,0.0001436063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558053,"about_ca_system_score_gemma":0.001584004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351257,"about_ca_topic_score_gemma":0.004315437,"domain_scores_codex":[0.9893138,0.008089286,0.0004276515,0.0004731638,0.0007247435,0.000971347],"domain_scores_gemma":[0.9968253,0.001951512,0.0004630537,0.000277476,0.0002016485,0.000280959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001036291,0.000897786,0.3513376,0.0001999153,0.00003378631,0.000001898606,0.5105404,0.0009615983,0.0007317275,0.09049962,0.0003661647,0.04441918],"study_design_scores_gemma":[0.0004318487,0.0002890959,0.8442169,0.0006770328,0.0001783089,0.0001050294,0.1024778,0.004730844,0.0002877045,0.01799658,0.02808989,0.000518959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421338,0.004599887,0.004508248,0.02067191,0.001176654,0.0005325226,0.00001001221,0.00009627194,0.02627069],"genre_scores_gemma":[0.9161528,0.003090163,0.07810319,0.0003432608,0.0005550012,0.0001033551,0.000007982839,0.00002327198,0.001620939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928793,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3844415293953797,"score_gpt":0.5201854810449955,"score_spread":0.1357439516496158,"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."}}