{"id":"W7101047081","doi":"","title":"Factors Affecting Attrition at a Canadian College","year":2009,"lang":"en","type":"article","venue":"","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Work (physics); Executive summary; Research council; Executive committee","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":[0.003110602,0.0003135602,0.0006923962,0.002738371,0.01533081,0.004140833,0.003913953,0.001189888,0.01521955],"category_scores_gemma":[0.01580935,0.0003172289,0.0008450373,0.004809169,0.001728907,0.0008477273,0.003654875,0.003364215,0.001202883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02798886,"about_ca_system_score_gemma":0.07061675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9443827,"about_ca_topic_score_gemma":0.9570116,"domain_scores_codex":[0.9928306,0.0005749951,0.0002499758,0.0003941175,0.002913237,0.003037134],"domain_scores_gemma":[0.9787921,0.001069878,0.002521741,0.0004427579,0.006155145,0.01101848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818788,0.0002756631,0.945681,0.0001061436,0.00004823915,0.0003117025,0.008673584,0.0001527092,0.0001651332,0.001209019,0.02087519,0.02231969],"study_design_scores_gemma":[0.00001296207,0.0001015745,0.9640568,0.0002204981,0.00003225363,0.0001414275,0.02456208,0.0003903205,0.00007759248,0.0003238377,0.01001929,0.00006119787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626724,0.001034005,0.0002200179,0.008709487,0.0001679656,0.0001869452,0.001689949,0.00004833622,0.02527085],"genre_scores_gemma":[0.9940767,0.000475185,0.0001420983,0.0006380552,0.00002545997,0.00004283779,0.0006299748,0.00002192553,0.003947667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05561727,"threshold_uncertainty_score":0.2030743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622559729806981,"score_gpt":0.3415777069519374,"score_spread":0.2853521096538676,"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."}}