{"id":"W4220691848","doi":"10.1121/10.0009752","title":"Effects of duty cycles on passive acoustic monitoring of southern resident killer whale (<i>Orcinus orca</i>) occurrence and behavior","year":2022,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Administration portuaire Vancouver-Fraser","keywords":"Duty cycle; Whale; Active listening; Duty; Environmental science; Acoustics; Bioacoustics; Computer science; Ecology; Biology; Telecommunications; Engineering; Voltage; Psychology; Electrical engineering; Physics; Communication","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761131,0.0002885693,0.0002551618,0.0004980027,0.0002729089,0.0003777283,0.0003023991,0.000317235,0.0006915636],"category_scores_gemma":[0.006355378,0.0001601504,0.0002489347,0.0002989393,0.000380862,0.0003182003,0.0005618146,0.0002310262,0.0001526287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856105,"about_ca_system_score_gemma":0.0002145509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168718,"about_ca_topic_score_gemma":0.004369098,"domain_scores_codex":[0.9989105,0.0004506834,0.0001052246,0.0002088253,0.0002426296,0.00008204151],"domain_scores_gemma":[0.9957157,0.002719934,0.0006105736,0.0003230952,0.0004821768,0.000148509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005759703,0.0006306501,0.4525849,0.0005673706,0.0004581456,0.0002968547,0.00185575,0.007263864,0.299671,0.0002455425,0.000729882,0.2299364],"study_design_scores_gemma":[0.00003562174,0.003343118,0.9596927,0.00005211948,0.0002110586,0.0002744683,0.0005930327,0.004002162,0.02936466,0.0002373142,0.002157095,0.00003661151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962883,0.0003451201,0.002027436,0.00004179477,0.00001671092,0.00004140981,0.0001062544,0.00002799583,0.001105055],"genre_scores_gemma":[0.9960842,0.0002431229,0.002960166,0.0001020705,0.00001603283,0.00008314152,0.0001930471,0.00002095827,0.0002971779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168718,"threshold_uncertainty_score":0.009313822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014143752914901,"score_gpt":0.2381171003353172,"score_spread":0.2279756628061682,"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."}}