{"id":"W1554103166","doi":"10.4212/cjhp.v57i3.372","title":"Good, Better, Best","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008297511,0.00006081858,0.00007278835,0.00007426453,0.0008113664,0.0001926681,0.0004668052,0.00002206132,0.0005192274],"category_scores_gemma":[0.0002628789,0.00004568726,0.00007155126,0.0001761227,0.000330257,0.0005938938,0.000003849395,0.0003176514,0.0001525339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487295,"about_ca_system_score_gemma":0.004488666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1664641,"about_ca_topic_score_gemma":0.2395658,"domain_scores_codex":[0.999145,0.0001110507,0.0001607324,0.00005257191,0.0002699706,0.0002607063],"domain_scores_gemma":[0.9989402,0.0001368389,0.0001774955,0.0000669895,0.0001845973,0.0004939073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006032233,0.0004708997,0.1385216,0.00002534061,0.0004916908,0.000647855,0.4184465,0.0003508473,0.0001215067,0.3206174,0.07371843,0.04652758],"study_design_scores_gemma":[0.0004266203,0.0001001777,0.002318394,0.00002872739,0.00005475959,0.00002324933,0.01589028,1.986706e-7,0.0001495877,0.0189736,0.9619144,0.000119976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5620858,0.001568649,0.000004764331,0.3946377,0.002273976,0.00007993315,0.000004511475,0.000003610058,0.03934106],"genre_scores_gemma":[0.9950484,0.00009691246,0.0001141308,0.002397426,0.001761273,9.868386e-7,5.322278e-7,0.000006641227,0.0005736721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.888196,"threshold_uncertainty_score":0.8390865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285803529274077,"score_gpt":0.364887227215958,"score_spread":0.3020291919232172,"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."}}