{"id":"W4413567198","doi":"10.64628/aam.hefj4chxp","title":"Beluga whistles and clicks could be silenced by an increasingly noisy Arctic Ocean","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Beluga; The arctic; Arctic; Beluga Whale; Geography; Oceanography; Environmental science; Fishery; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001000067,0.0003797663,0.0003339263,0.0005363679,0.001003445,0.002176501,0.0003501083,0.001164018,0.003897606],"category_scores_gemma":[0.002400125,0.0003775503,0.0003984552,0.0005160486,0.001444757,0.001096147,0.001203611,0.001023238,0.0005646053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551515,"about_ca_system_score_gemma":0.0006929358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03751737,"about_ca_topic_score_gemma":0.05853053,"domain_scores_codex":[0.9995596,0.0001006334,0.0000116394,0.0001128185,0.0001147546,0.0001004994],"domain_scores_gemma":[0.9991871,0.0002728101,0.0001280541,0.00007559988,0.0002127459,0.0001237914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002903887,0.0001643902,0.2486396,0.001432832,0.001759935,0.00270761,0.01705484,0.007171025,0.3116151,0.04100207,0.02925793,0.3362908],"study_design_scores_gemma":[0.00005450767,0.0005963811,0.7799016,0.0008786836,0.0007458096,0.0009141497,0.01363028,0.003040067,0.01974602,0.02107602,0.1592026,0.0002138909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792068,0.01354041,0.01746333,0.007588819,0.001269663,0.0000209817,0.001280376,0.0003110665,0.07931861],"genre_scores_gemma":[0.9787359,0.004046435,0.002478722,0.001463522,0.0003309418,0.00001972026,0.0005088018,0.0001389856,0.01227706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751737,"threshold_uncertainty_score":0.07459801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269742673093758,"score_gpt":0.2641304294633929,"score_spread":0.2314330027324553,"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."}}