{"id":"W3211810953","doi":"10.14288/1.0402367","title":"Regional Perioperative Education Program : Rural Model Evaluation Framework","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Program evaluation; Political science; Computer science; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07699678,0.001273442,0.00136308,0.002779558,0.002602475,0.004472531,0.004572006,0.001254063,0.008854893],"category_scores_gemma":[0.04865352,0.0007674682,0.001741124,0.002777757,0.003001047,0.004331895,0.006392895,0.001742115,0.0008337326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01925473,"about_ca_system_score_gemma":0.05418545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0282431,"about_ca_topic_score_gemma":0.05436845,"domain_scores_codex":[0.9023715,0.08741419,0.001619883,0.001791209,0.004989555,0.001813596],"domain_scores_gemma":[0.9736926,0.01418167,0.002182684,0.001406454,0.006928833,0.001607774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01376172,0.03046407,0.07272462,0.01083552,0.003926144,0.0002130714,0.01115411,0.07554766,0.002655762,0.2912446,0.03434798,0.4531247],"study_design_scores_gemma":[0.02832937,0.09263643,0.08427332,0.01125949,0.008560026,0.0004913049,0.06760519,0.4211504,0.009567981,0.1567547,0.1187763,0.0005955016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4163894,0.002635537,0.2762951,0.01648207,0.0005330818,0.1683243,0.007457512,0.0009237266,0.1109593],"genre_scores_gemma":[0.6333961,0.0006473109,0.2716833,0.00134403,0.00003103153,0.08790916,0.001501198,0.00009326678,0.003394572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07699678,"threshold_uncertainty_score":0.4072028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072808484802575,"score_gpt":0.4034214250157638,"score_spread":0.3426933401677381,"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."}}