{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00339516,0.0012886,0.0008558537,0.002248008,0.004806716,0.00829924,0.001450085,0.008672792,0.258072],"category_scores_gemma":[0.006882881,0.0004063034,0.001254552,0.001082447,0.001195283,0.00127788,0.003179339,0.004857812,0.1477139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008928987,"about_ca_system_score_gemma":0.02105536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1285843,"about_ca_topic_score_gemma":0.3432212,"domain_scores_codex":[0.9961934,0.0001452606,0.00006118013,0.0002079822,0.002473118,0.0009191236],"domain_scores_gemma":[0.9901597,0.0002828357,0.000146623,0.0002157586,0.004604266,0.004590945],"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":[0.00003303267,0.00001296919,0.00007486852,0.00001485747,0.000002306918,0.00003055952,0.000004382363,0.00002082903,0.00007332925,0.0007093744,0.9949714,0.004052091],"study_design_scores_gemma":[0.00002044243,0.00002288878,0.001122884,0.00002326451,0.000003847258,0.00002007068,0.00005941792,0.00009695654,0.00007505065,0.000450568,0.998094,0.00001067034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002515045,0.004346955,0.0008730476,0.1778502,0.3046024,0.0004471282,0.007675276,0.0008562111,0.5008337],"genre_scores_gemma":[0.005644186,0.0007305791,0.0004132288,0.00878476,0.01170955,0.00005750753,0.001672652,0.0001287809,0.9708588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.258072,"threshold_uncertainty_score":0.863337,"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."}}