{"id":"W4393042130","doi":"10.1038/s44183-024-00053-x","title":"Good fisheries management is good carbon management","year":2024,"lang":"en","type":"article","venue":"npj Ocean Sustainability","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"Imperial College London","keywords":"Fisheries management; Business; Fisheries science; Fishery; Natural resource economics; Environmental resource management; Fishing; Environmental science; Economics; Biology","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":[0.003489015,0.000354239,0.0003773264,0.0007224686,0.001501767,0.003888205,0.0007055555,0.002164201,0.008099896],"category_scores_gemma":[0.007031687,0.0001744077,0.0002848605,0.0008416886,0.003080706,0.003147134,0.001978361,0.002610608,0.001501646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896606,"about_ca_system_score_gemma":0.005794604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005728671,"about_ca_topic_score_gemma":0.01046444,"domain_scores_codex":[0.9966356,0.001043955,0.0002461602,0.000358426,0.00125764,0.0004582857],"domain_scores_gemma":[0.993105,0.001649916,0.001496429,0.0003595753,0.002033235,0.001355912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111204,0.0002924837,0.01933914,0.003097195,0.0003392363,0.0007297097,0.001782189,0.003324187,0.003182949,0.1700116,0.269301,0.5284892],"study_design_scores_gemma":[0.00002302019,0.00009622458,0.02444788,0.004309736,0.00008258042,0.0004608902,0.002435623,0.0005794054,0.001184012,0.09428758,0.8720304,0.00006261931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03447275,0.0660683,0.01834422,0.6376053,0.01020059,0.0001683076,0.0004662046,0.0004702857,0.232204],"genre_scores_gemma":[0.7087914,0.08335041,0.02485849,0.1307854,0.01039208,0.0001962822,0.0004147515,0.0002564196,0.04095485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008099896,"threshold_uncertainty_score":0.02709681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00656348085947362,"score_gpt":0.2221886735783513,"score_spread":0.2156251927188776,"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."}}