{"id":"W4406344041","doi":"10.1121/10.0035286","title":"Identifying narwhal vocalizations to assess marine conservation areas in the changing Arctic","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada; University of Victoria","funders":"","keywords":"Arctic; Oceanography; The arctic; Geography; 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":[0.000775442,0.0003606724,0.0001850591,0.001350816,0.0002552721,0.0006415136,0.0002455689,0.0003196979,0.001215918],"category_scores_gemma":[0.00112861,0.0001336915,0.0001851421,0.0004572911,0.0001582239,0.0004589064,0.0003945013,0.0002739402,0.0003072195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568085,"about_ca_system_score_gemma":0.0003341349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03048326,"about_ca_topic_score_gemma":0.1093681,"domain_scores_codex":[0.9998205,0.00004297566,0.00001100206,0.00004570078,0.00004382825,0.00003602962],"domain_scores_gemma":[0.9993074,0.0001553574,0.0001312645,0.00002995844,0.0002808684,0.00009504931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112148,0.0001252618,0.7617097,0.0001951655,0.0001555495,0.0001024131,0.001037635,0.004319362,0.01883022,0.0002179775,0.002280196,0.2109154],"study_design_scores_gemma":[0.000004532737,0.0001492899,0.9805716,0.0001011756,0.00005349635,0.00008921319,0.002021726,0.01170223,0.001640128,0.00022814,0.003420201,0.00001838052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786483,0.001315812,0.01295614,0.000432858,0.00005972893,0.00006995563,0.0009906201,0.0001838344,0.005342843],"genre_scores_gemma":[0.9766738,0.001412203,0.01693324,0.00013652,0.00008048576,0.00006398051,0.001581289,0.00002824306,0.003090343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03048326,"threshold_uncertainty_score":0.06061167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657472247912628,"score_gpt":0.2940453929860604,"score_spread":0.2574706705069341,"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."}}