{"id":"W3186857374","doi":"10.5688/ajpe8628","title":"A Tool for Creating Snapshots of Faculty Contributions to Pharmacy Education","year":2021,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Creative Commons","keywords":"Pharmacy; Presentation (obstetrics); Pharmacy education; Metaphor; Higher education; Visualization; Medical education; Work (physics); Psychology; Computer science; Mathematics education; Pharmacy practice; Medicine; Engineering; Political science; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004413444,0.001757835,0.0005106021,0.008714383,0.002310508,0.005695447,0.001355726,0.001418049,0.03132967],"category_scores_gemma":[0.02502411,0.0006990983,0.001035811,0.005116755,0.0009225699,0.005258577,0.00523596,0.002324755,0.006144425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116147,"about_ca_system_score_gemma":0.002436209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799269,"about_ca_topic_score_gemma":0.008717777,"domain_scores_codex":[0.9982157,0.0008086945,0.0001778845,0.0002012355,0.0004581975,0.0001382366],"domain_scores_gemma":[0.9827729,0.01037199,0.0009026867,0.002265233,0.002753261,0.0009338589],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000682149,0.0002734547,0.005069337,0.002418344,0.00009699458,0.00102836,0.03616425,0.003540128,0.009395699,0.0570366,0.3714768,0.5128179],"study_design_scores_gemma":[0.0001391116,0.0001229361,0.00444551,0.001393732,0.00007514904,0.0006153721,0.01291536,0.01496618,0.008715423,0.0321889,0.9241272,0.0002952416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02827654,0.001658508,0.7329074,0.006636001,0.002446105,0.001736783,0.0292576,0.1058496,0.09123155],"genre_scores_gemma":[0.08353545,0.001046232,0.8771351,0.0006381873,0.0003045766,0.002287535,0.009319443,0.008944128,0.01678928],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9955866,"threshold_uncertainty_score":0.1048082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772835776488757,"score_gpt":0.5015316786408971,"score_spread":0.4638033208760095,"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."}}