{"id":"W2946466162","doi":"10.1111/fwb.13314","title":"Looking for love under the ice: Using passive acoustics to detect burbot (<i>Lota lota</i>: Gadidae) spawning activity","year":2019,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Industry, Tourism and Investment; Institute for Circumpolar Health Research","funders":"","keywords":"Fishery; Gadidae; Bioacoustics; Habitat; Biology; Ecology; Environmental science; Fish <Actinopterygii>; Acoustics; Physics","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":[0.0003726663,0.0003208793,0.0002979354,0.0005811036,0.0002574224,0.0003807694,0.0003163585,0.0005231166,0.001435988],"category_scores_gemma":[0.0006763148,0.0003119227,0.0001533371,0.0001648522,0.0003828388,0.0003648284,0.0004676754,0.0003047475,0.0004066991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425109,"about_ca_system_score_gemma":0.0001274319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669927,"about_ca_topic_score_gemma":0.0050158,"domain_scores_codex":[0.9998528,0.00002725581,0.000006715865,0.00005768135,0.00003214415,0.00002336719],"domain_scores_gemma":[0.9993804,0.0001705937,0.0001993724,0.00002701502,0.0001046652,0.0001179232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005436892,0.0002432477,0.2812545,0.0003008994,0.00005408909,0.0003109426,0.001830432,0.0002879163,0.6815311,0.00005918997,0.0006364407,0.03294757],"study_design_scores_gemma":[0.00002561204,0.001326451,0.9815331,0.00004376461,0.00006013509,0.0006097237,0.0009844822,0.001775919,0.01256275,0.00004697846,0.001003717,0.00002724438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967277,0.0001331527,0.002088157,0.0000389317,0.00001446576,0.00004402995,0.0001229774,0.00005622194,0.0007744018],"genre_scores_gemma":[0.9877464,0.0001279452,0.01031675,0.0002653798,0.00002290143,0.0001185213,0.0002536985,0.00001758253,0.001130966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669927,"threshold_uncertainty_score":0.004803896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317982570834014,"score_gpt":0.269103135270149,"score_spread":0.2459233095618088,"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."}}