{"id":"W2949756493","doi":"","title":"2019 CAA Prizes Announcement","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":"Business; Computer science","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":[0.0006234245,0.0001984821,0.0002125562,0.0001443038,0.0002060682,0.00003046192,0.0003517381,0.0002933932,0.01431936],"category_scores_gemma":[0.000237038,0.0001961643,0.00006067148,0.0001831529,0.0001382146,0.0001772705,0.00004316053,0.0009643819,0.00562422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843894,"about_ca_system_score_gemma":0.0009987493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920895,"about_ca_topic_score_gemma":0.001371944,"domain_scores_codex":[0.9983175,0.0001646002,0.0002646843,0.0002929054,0.0002025398,0.0007577728],"domain_scores_gemma":[0.9979499,0.0003567075,0.00009762806,0.000247988,0.00009911895,0.001248674],"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":[0.0001456538,0.0001870534,0.01304601,0.0001390688,0.0002885751,0.0003378884,0.0005969334,0.001662797,0.1164745,0.003178437,0.8421637,0.02177929],"study_design_scores_gemma":[0.001014193,0.00007961609,0.003798041,0.00001182599,0.0001398757,0.00002543792,0.0001372136,0.003941733,0.0009083194,0.0001919308,0.9894829,0.0002689346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.80053,0.001986467,0.0002717557,0.01003072,0.01181902,0.001056315,0.0006720924,0.0001524872,0.1734811],"genre_scores_gemma":[0.9518583,0.0005306347,0.0001634291,0.02943329,0.000479883,0.00001615689,0.00008474609,0.0000249258,0.01740863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560725,"threshold_uncertainty_score":0.99515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09494602877895,"score_gpt":0.431406736972175,"score_spread":0.336460708193225,"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."}}