{"id":"W4411266112","doi":"10.34068/nasig.35.01.14","title":"Committee Reports & Updates","year":2020,"lang":"en","type":"article","venue":"NASIG Newsletter","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Swarthmore College; University of North Texas; North Carolina State University; Wake Forest University; University of Memphis; North Dakota State University; Wellesley College","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006362423,0.0002341892,0.0002835801,0.00004296557,0.0002109398,0.00003484508,0.0002896764,0.0002791915,0.01671225],"category_scores_gemma":[0.0006330801,0.0002084302,0.0001245056,0.0002085603,0.0001955868,0.0003039839,0.0001351991,0.001651036,0.003198361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002331562,"about_ca_system_score_gemma":0.00005514981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013872,"about_ca_topic_score_gemma":0.000004867947,"domain_scores_codex":[0.9978985,0.0004568151,0.0004635987,0.0004285505,0.0002624429,0.0004900745],"domain_scores_gemma":[0.9983205,0.0005343584,0.0002157459,0.0002434117,0.00005312111,0.0006328581],"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":[0.0002012984,0.0001360187,0.009280424,0.0000388636,0.0001340983,0.0006762906,0.0007130966,0.00002358712,0.05124389,0.00008284142,0.9242305,0.0132391],"study_design_scores_gemma":[0.0008370443,0.00004270857,0.0004145486,0.000005012892,0.0001288945,0.0001248057,0.00002785504,0.00016573,0.02353596,0.0002607563,0.9742134,0.0002433365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4555517,0.001107067,0.0007598734,0.4816234,0.003442209,0.0005505764,0.00002865805,0.0004917631,0.05644479],"genre_scores_gemma":[0.6296233,0.00008369151,0.0003252815,0.3673423,0.001408255,0.00002481904,0.00003907883,0.00002282666,0.00113044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1740716,"threshold_uncertainty_score":0.9975778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2951007376540623,"score_gpt":0.4883681220703118,"score_spread":0.1932673844162496,"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."}}