{"id":"W4213128228","doi":"10.1093/icesjms/fsab245","title":"Combined video–hydroacoustic survey of nearshore semi-pelagic rockfish in untrawlable habitats","year":2021,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Sebastes; Rockfish; Underwater; Fishery; Population; Habitat; Target strength; Reef; Geology; Oceanography; Fish <Actinopterygii>; Biology; Ecology","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":[0.0005325698,0.0002509472,0.0001861358,0.000623459,0.0001519524,0.0002644523,0.0002780964,0.0001723632,0.0006138055],"category_scores_gemma":[0.001056523,0.0001963878,0.0001992223,0.0003328066,0.000163132,0.0004874602,0.0003554889,0.0001646418,0.0001854512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248308,"about_ca_system_score_gemma":0.0002403102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422831,"about_ca_topic_score_gemma":0.03621412,"domain_scores_codex":[0.9997385,0.00007056162,0.00001680404,0.00006980443,0.00008398866,0.00002032991],"domain_scores_gemma":[0.9992347,0.0001678769,0.0002226796,0.00004861592,0.0002523789,0.00007384206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377351,0.00007539151,0.9329715,0.00004644222,0.00009326875,0.00009132741,0.0001847976,0.002171862,0.0378258,0.00002232738,0.0001003472,0.02627928],"study_design_scores_gemma":[0.00001348542,0.0005673456,0.9679012,0.00001854367,0.00008551338,0.0001502499,0.000446426,0.02283615,0.007554811,0.00002730251,0.0003810217,0.00001800611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969511,0.0000278818,0.002437713,0.000008925516,0.000002751265,0.00001747276,0.000133138,0.00002476786,0.0003962164],"genre_scores_gemma":[0.9932137,0.00003302778,0.006235504,0.00001057551,0.000004828499,0.00002220485,0.0001970484,0.000005302675,0.0002777276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422831,"threshold_uncertainty_score":0.02829099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923543455519334,"score_gpt":0.2661755859434651,"score_spread":0.2469401513882718,"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."}}