{"id":"W2295924980","doi":"10.14288/1.0053694","title":"Academic success in five programs in allied health at the British Columbia Institute of Technology","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Medical education; Medicine; Gerontology; Computer 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":[0.0009312042,0.0003083775,0.0002827109,0.002544106,0.002496329,0.00161231,0.0007571266,0.0002842785,0.003382478],"category_scores_gemma":[0.004720306,0.0002184228,0.0002449796,0.002637903,0.0006248435,0.0003887191,0.002090827,0.0008987366,0.0005428986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006618653,"about_ca_system_score_gemma":0.009674784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5201648,"about_ca_topic_score_gemma":0.7409784,"domain_scores_codex":[0.9983459,0.0001019096,0.00006559554,0.0001254498,0.0006988255,0.0006624131],"domain_scores_gemma":[0.9931706,0.0002435656,0.000658897,0.0001153028,0.001949671,0.003862087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003606189,0.0002521359,0.9791129,0.0000153738,0.000011716,0.00005721367,0.001461255,0.00005806165,0.0001371243,0.00006908299,0.0009558616,0.01783339],"study_design_scores_gemma":[0.000001310554,0.00004067717,0.9981085,0.000007894198,0.000002360701,0.000009888248,0.001240521,0.00004804117,0.00004854261,0.000007904731,0.0004818114,0.000002562781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977736,0.00004547905,0.00002662776,0.00008742071,0.000006551903,0.00002169079,0.000168249,0.000008060138,0.001862473],"genre_scores_gemma":[0.9975238,0.00009658148,0.00006170041,0.00004185431,0.00000502239,0.00001806505,0.0004432126,0.000003049571,0.00180665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4798352,"threshold_uncertainty_score":0.965322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398444503470343,"score_gpt":0.1811677595735893,"score_spread":0.1671833145388859,"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."}}