{"id":"W2106591388","doi":"10.3821/1913-701x-144.1.5a","title":"In with the New","year":2011,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005216257,0.0006762687,0.0007696933,0.001665873,0.01086247,0.0199146,0.002344667,0.008478871,0.1502013],"category_scores_gemma":[0.01910708,0.0003702989,0.0009223309,0.001705729,0.01076966,0.01271653,0.008581963,0.01696027,0.0485186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01106773,"about_ca_system_score_gemma":0.0376817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1219316,"about_ca_topic_score_gemma":0.2486085,"domain_scores_codex":[0.9935923,0.0009831742,0.0002060159,0.0008164548,0.002761192,0.001640834],"domain_scores_gemma":[0.9840814,0.001337045,0.0004523323,0.001291161,0.005441113,0.007396926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001460586,0.00001772047,0.0003716286,0.00004040576,0.000004105472,0.00009482906,0.0009292961,0.00001389563,0.00007876907,0.05502271,0.9143817,0.02903045],"study_design_scores_gemma":[0.000003794165,0.00000447514,0.0002363062,0.00005891913,0.000001864867,0.00004151116,0.001132816,0.00001131082,0.000016046,0.005334067,0.9931513,0.000007574942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001094287,0.008280137,0.001186937,0.6654258,0.06400394,0.00004129657,0.0003008753,0.0002496317,0.2594171],"genre_scores_gemma":[0.01791403,0.004918073,0.001218267,0.2601839,0.01273121,0.00006486662,0.000240077,0.0002375503,0.7024921],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1502013,"threshold_uncertainty_score":0.5024734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091172765526285,"score_gpt":0.3207589115733238,"score_spread":0.2116416350206953,"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."}}