{"id":"W2943897200","doi":"","title":"2019 CAA Awards Winners","year":2019,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Construction engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000653499,0.0002146644,0.0002358358,0.0001825384,0.0002079576,0.00002887103,0.0004014138,0.0003945479,0.01473386],"category_scores_gemma":[0.0003394848,0.0002173944,0.00007719909,0.0002355868,0.000174165,0.0001970785,0.00004083043,0.001259138,0.006709203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807107,"about_ca_system_score_gemma":0.001260238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00814122,"about_ca_topic_score_gemma":0.001778519,"domain_scores_codex":[0.9982048,0.0001915813,0.0002626153,0.0003098404,0.0001967069,0.0008344817],"domain_scores_gemma":[0.9975246,0.0004229989,0.0000937634,0.0002680217,0.00009691431,0.001593675],"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":[0.0001011523,0.00009933161,0.01119597,0.00009144764,0.000231585,0.0003909375,0.0004268246,0.002066497,0.05079143,0.00200588,0.9114891,0.02110987],"study_design_scores_gemma":[0.001038198,0.00006002834,0.004594532,0.00001075979,0.0001684598,0.00004287907,0.0001683495,0.005650636,0.0008118823,0.0002021303,0.9869419,0.0003102718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7828369,0.001219395,0.0001930383,0.009689987,0.01195278,0.0006836184,0.0004983093,0.0001600333,0.1927659],"genre_scores_gemma":[0.9480007,0.0003732757,0.0001272856,0.03140358,0.0005585384,0.00001037195,0.00006443755,0.00003281053,0.01942902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733369,"threshold_uncertainty_score":0.9984636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08308390240629553,"score_gpt":0.4344564821491915,"score_spread":0.351372579742896,"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."}}