{"id":"W2347061726","doi":"10.1121/1.4950452","title":"Application of acoustic technologies to study the temporal and spatial distributions of the Pacific hake (<i>Merluccius productus</i>) in the California Current System","year":2016,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Merluccius; Hake; Oceanography; Fishery; Merluccius merluccius; Biomass (ecology); Environmental science; Geography; Fish <Actinopterygii>; Abundance (ecology); Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006296485,0.000184997,0.0001181939,0.001196383,0.0004638086,0.0004313193,0.0002086578,0.0002276037,0.0004480883],"category_scores_gemma":[0.0007348953,0.000175344,0.00009771159,0.001061154,0.0002109122,0.0003876817,0.0003022158,0.000399595,0.000147975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678694,"about_ca_system_score_gemma":0.0008407804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08736219,"about_ca_topic_score_gemma":0.1797978,"domain_scores_codex":[0.9998215,0.00002575899,0.000009338661,0.0000528584,0.0000697482,0.00002093814],"domain_scores_gemma":[0.9995099,0.0001120109,0.00009373742,0.00002364445,0.0002195637,0.00004100677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008826726,0.000110334,0.8259696,0.0001343767,0.00007028065,0.0001512907,0.0009979683,0.002934831,0.0325783,0.0003485356,0.001240345,0.1353759],"study_design_scores_gemma":[0.000004224582,0.0001037709,0.9907069,0.00002413095,0.00002849015,0.0001831939,0.001249889,0.002204122,0.001722105,0.00007364919,0.003687135,0.00001246752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743786,0.00143368,0.006796043,0.0002852692,0.00004635553,0.00008275786,0.0006982324,0.00005022822,0.01622876],"genre_scores_gemma":[0.9811755,0.001937022,0.01342545,0.0001191235,0.0000508534,0.00009919613,0.0004048503,0.00001437614,0.00277363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08736219,"threshold_uncertainty_score":0.1737074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076835796858546,"score_gpt":0.2496790236558971,"score_spread":0.2389106656873116,"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."}}