{"id":"W7036501712","doi":"","title":"2023 CAA Prize Announcement","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001611874,0.0008647235,0.0006130286,0.001823159,0.003339198,0.005795244,0.001333438,0.005045615,0.4105932],"category_scores_gemma":[0.003353645,0.0003208995,0.000836025,0.001042324,0.0006992569,0.001046369,0.002508569,0.002489641,0.2806895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0056578,"about_ca_system_score_gemma":0.01422259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09341385,"about_ca_topic_score_gemma":0.2425354,"domain_scores_codex":[0.9985111,0.0000526099,0.00002546772,0.0001429719,0.0008417845,0.0004259974],"domain_scores_gemma":[0.9958192,0.00008505434,0.00005132367,0.0001115076,0.001706002,0.002226947],"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":[0.00002636302,0.00001038008,0.00005105558,0.00001209493,0.000001801039,0.00002108474,0.000002858516,0.00002149025,0.00008938096,0.0009664613,0.9934806,0.005316425],"study_design_scores_gemma":[0.00001087902,0.00001047116,0.0005075668,0.00001242402,0.000001786356,0.00001101348,0.00002142416,0.00005645295,0.00005296335,0.000437531,0.9988731,0.00000433427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001933976,0.003025759,0.0006644393,0.06118471,0.09579188,0.0003738808,0.008668263,0.0005959459,0.8277612],"genre_scores_gemma":[0.002570521,0.0003889817,0.0001868611,0.002861614,0.002436704,0.00003787198,0.001287954,0.00009090171,0.9901385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9065862,"threshold_uncertainty_score":0.8407173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410629349861338,"score_gpt":0.1842460539645041,"score_spread":0.1401397604658907,"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."}}