{"id":"W2168049664","doi":"10.1111/j.1467-2979.2006.00205.x","title":"Fishing down the deep","year":2006,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":479,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overfishing; Fishery; Fishing; Demersal zone; Fish stock; Deep water; Habitat; Resilience (materials science); Fish <Actinopterygii>; Demersal fish; Environmental science; Geography; Oceanography; Ecology; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001439214,0.00009834965,0.00008660762,0.000009452731,0.0003332738,0.0002166648,0.0002034339,0.00004865032,0.01048801],"category_scores_gemma":[0.00003552222,0.00006583951,0.00003009767,0.0001415791,0.0003968936,0.0003048207,0.0003045397,0.0001467097,0.00005258645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931528,"about_ca_system_score_gemma":0.000003596416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414173,"about_ca_topic_score_gemma":0.005578008,"domain_scores_codex":[0.9991645,0.00003094083,0.0001196667,0.0001940981,0.0002150666,0.0002757399],"domain_scores_gemma":[0.9996614,0.00005843296,0.00002537881,0.0001982029,0.000005349775,0.0000512099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001552089,0.00001967984,0.630056,0.000006362612,0.000004027987,0.000009695456,0.0002336093,0.000004450278,0.00006071131,0.0001898304,0.31822,0.0511801],"study_design_scores_gemma":[0.000081716,0.00002410175,0.2681871,7.022628e-7,0.000002582304,0.000008395271,0.000118919,0.0001785643,0.00003907456,0.001162293,0.7301136,0.00008294372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1930117,0.00001285419,0.0000829966,0.01105556,0.00006075475,0.0001117999,0.000005473668,0.00004167702,0.7956172],"genre_scores_gemma":[0.9664839,0.00008504832,0.0004021275,0.003091743,0.0002574231,0.00004881635,0.00002820254,0.00002055233,0.0295822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7734722,"threshold_uncertainty_score":0.9904165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008307953135431425,"score_gpt":0.1968333967032445,"score_spread":0.188525443567813,"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."}}