{"id":"W4233306262","doi":"10.1017/s1049096512001394","title":"APSA Contributors","year":2013,"lang":"en","type":"article","venue":"PS Political Science & Politics","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong; McGill University; Princeton University; Pfizer","keywords":"Centennial; Political science; Library science; Public administration; Operations research; Medicine; Computer science; Engineering; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004068598,0.001245895,0.0008967454,0.005530744,0.00515145,0.01285622,0.002018176,0.003405753,0.5763921],"category_scores_gemma":[0.02273997,0.0006758928,0.0007740002,0.004960402,0.0008199161,0.004721945,0.005433877,0.00432046,0.5462998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061056,"about_ca_system_score_gemma":0.00866354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458169,"about_ca_topic_score_gemma":0.003648879,"domain_scores_codex":[0.9952009,0.000591656,0.0002566557,0.000453183,0.002883262,0.0006143952],"domain_scores_gemma":[0.9652445,0.001844323,0.0008783522,0.002047058,0.02232519,0.007660595],"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":[0.000004965824,0.000007369718,0.00004595575,0.00003297286,5.903338e-7,0.00001687544,0.00002462509,0.000009003049,0.00003047171,0.001001625,0.9859166,0.01290882],"study_design_scores_gemma":[0.000001266465,0.00000211308,0.000077774,0.00003596365,6.137075e-7,0.00002612826,0.00004362368,0.000009726781,0.00001896091,0.0002910339,0.9994909,0.0000019376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007801553,0.004119827,0.001780709,0.05010546,0.162229,0.0004611381,0.005862769,0.002320711,0.7723403],"genre_scores_gemma":[0.002209089,0.002276638,0.0006997362,0.006503271,0.01424749,0.0001761113,0.002540952,0.0006634949,0.9706833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4236079,"threshold_uncertainty_score":0.6042253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433418450946436,"score_gpt":0.511469642965288,"score_spread":0.3681277978706443,"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."}}