{"id":"W6996078419","doi":"","title":"Qatar University: College of Pharmacy 2009 White Coat Celebration (Part I)","year":2021,"lang":"en","type":"other","venue":"Qatar University QSpace (Qatar University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Accreditation; White (mutation); Pharmacy; White coat; Coat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004298903,0.0017279,0.002157527,0.007520764,0.0008963553,0.0000462461,0.003451834,0.001245198,0.02315755],"category_scores_gemma":[0.00007374273,0.002610474,0.001030827,0.008356693,0.001324506,0.001372288,0.002075627,0.001553011,0.00135211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129876,"about_ca_system_score_gemma":0.002286172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008966312,"about_ca_topic_score_gemma":0.02500745,"domain_scores_codex":[0.9921693,0.001442547,0.0004944195,0.002674752,0.001591122,0.001627876],"domain_scores_gemma":[0.9933891,0.0002106449,0.001791334,0.002608964,0.000883293,0.001116718],"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":[0.001689355,0.0008034147,0.002863131,0.0007443239,0.001817382,0.00876802,0.0005490623,0.0002441203,0.001484053,0.01262881,0.9683214,0.00008696013],"study_design_scores_gemma":[0.008357967,0.0001895349,0.0002157392,0.0009223375,0.002166467,0.00003546062,0.01311615,0.0002949594,0.0006414453,0.000007001378,0.971793,0.002259951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006205082,0.001134131,0.001577888,0.001500495,0.00165996,0.002759129,0.0993489,0.001834959,0.8839794],"genre_scores_gemma":[0.002274292,0.002187727,0.002574828,0.00007270694,0.000370474,1.384401e-7,0.007278457,0.000861191,0.9843802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1004007,"threshold_uncertainty_score":0.9995467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712860547028688,"score_gpt":0.2046348672485686,"score_spread":0.1875062617782818,"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."}}