{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001241063,0.00003785645,0.00004385704,0.00003583376,0.0006705136,0.00001909566,0.00006031208,0.00002966458,0.002123482],"category_scores_gemma":[0.00004504566,0.0000319421,0.00002623615,0.00007568606,0.00002410083,0.00006682482,0.000004051423,0.00002413848,0.00005017301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468564,"about_ca_system_score_gemma":0.00008099562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1121958,"about_ca_topic_score_gemma":0.5698929,"domain_scores_codex":[0.9995189,0.00002754425,0.00004925772,0.00007544235,0.0001636705,0.0001651607],"domain_scores_gemma":[0.9997432,0.00005230059,0.00001302281,0.00003696141,0.000006825668,0.0001477122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001073469,0.00006442597,0.8337948,9.201023e-7,0.000008780412,0.000002606015,0.01577546,0.00000379834,0.00003570573,0.1272594,0.02245622,0.0005968246],"study_design_scores_gemma":[0.00004519333,0.000009762389,0.9143503,0.000001583776,0.000002183709,1.022555e-7,0.01358743,5.4557e-7,0.00001465862,0.0004136699,0.07152077,0.00005384461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7764282,0.00001136214,0.000001970876,0.00657986,0.000119459,0.00008279973,0.000004196029,0.00001507497,0.2167571],"genre_scores_gemma":[0.9702613,0.000007853747,0.00004993956,0.0007844485,0.00006851262,8.173407e-7,0.000005188275,0.000001500322,0.02882049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4576971,"threshold_uncertainty_score":0.9987887,"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."}}