{"id":"W2323221365","doi":"10.3821/1913-701x-144.4.192","title":"Prior Learning Assessments in a Professional Workplace for Practising Pharmacists and Technicians","year":2011,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority","funders":"","keywords":"Pharmacy; Pharmacy technician; Pharmacy practice; Medicine; Clinical pharmacy; Medical education; Nursing; Pharmacist; Multistate Pharmacy Jurisprudence Examination; Pharmaconomist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002922327,0.0002987078,0.0003146997,0.0004544978,0.002718532,0.0003378516,0.0005519679,0.000113369,0.001001873],"category_scores_gemma":[0.001263891,0.0003459132,0.00007494752,0.0008317835,0.0003048479,0.001352097,0.00004141056,0.001361435,0.00000735743],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971572,"about_ca_system_score_gemma":0.00933837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05186328,"about_ca_topic_score_gemma":0.1806637,"domain_scores_codex":[0.9963451,0.000854872,0.0005761065,0.0004693776,0.0005443847,0.00121014],"domain_scores_gemma":[0.9965206,0.0005802208,0.0005729328,0.0001274608,0.0005160509,0.001682754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0011185,0.000608769,0.1922395,0.0005812995,0.0004877545,0.03066949,0.2067428,0.0007196565,0.002492905,0.001265028,0.0416815,0.5213928],"study_design_scores_gemma":[0.003146093,0.00008928694,0.0008706733,0.0001291937,0.0001792897,0.04645569,0.001554342,0.001170999,0.0004194312,0.0002474512,0.9446695,0.001068059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810222,0.0007845759,0.0002468443,0.0007459184,0.00608004,0.001227534,0.0000583015,0.00007696769,0.009757638],"genre_scores_gemma":[0.9862246,0.001975775,0.00238504,0.0009185321,0.000697117,0.00008357895,0.00001091517,0.00005929416,0.007645135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.902988,"threshold_uncertainty_score":0.9999114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08995086140890973,"score_gpt":0.4012081252293795,"score_spread":0.3112572638204698,"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."}}