{"id":"W7000748921","doi":"","title":"Gormley - Dan Cole - Monday, April 25, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joins; Tourism; Launched; Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.0007769932,0.0003693656,0.0005665621,0.0001639932,0.0007765618,0.00003120437,0.000402677,0.0006862061,0.8685367],"category_scores_gemma":[0.0003229353,0.0003806467,0.0001462815,0.00002868244,0.00008289556,4.076102e-7,0.0002378158,0.001121662,0.01315084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755413,"about_ca_system_score_gemma":0.0003425289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273856,"about_ca_topic_score_gemma":0.003743562,"domain_scores_codex":[0.9966996,0.0005837062,0.001247886,0.0003039418,0.0006355969,0.0005292122],"domain_scores_gemma":[0.997632,0.0002319227,0.00099744,0.0006253023,0.0002964365,0.0002168829],"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":[0.00004211027,0.00005059032,0.00003744306,0.0007461478,0.00004403299,0.000008114931,0.0008384261,0.00143702,1.431987e-7,0.000171128,0.9955724,0.001052407],"study_design_scores_gemma":[0.0006455483,0.0001381577,0.0000185779,0.0002215458,0.00004055997,0.000009846983,0.001099946,0.000271989,3.558803e-7,0.000005397484,0.9971989,0.0003491811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000528114,0.0004125719,0.00000370266,0.00081027,0.001040432,0.001454152,0.0005201318,0.0003181773,0.9953877],"genre_scores_gemma":[0.0001910968,0.0007180301,0.003194406,0.001522036,0.000358877,0.0002392782,0.001913897,0.0002309475,0.9916314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8553858,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537643531417338,"score_gpt":0.2723322615381841,"score_spread":0.2569558262240107,"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."}}