{"id":"W2005086978","doi":"10.1139/f10-118","title":"Fishing catch shares in the face of global change: a framework for integrating cumulative impacts and single species management","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gordon and Betty Moore Foundation; David and Lucile Packard Foundation","keywords":"Groundfish; Benthos; Fishing; Fishery; Rockfish; Fisheries management; Environmental science; Ecosystem; Ocean acidification; Abundance (ecology); Food web; Jellyfish; Benthic zone; Ecology; Climate change; Biology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323254,0.00006671818,0.000118431,0.00007222767,0.0002371621,0.0002807662,0.0002027863,0.00002942853,0.00004951694],"category_scores_gemma":[0.0005882485,0.00003740449,0.00002255353,0.0002596945,0.0004858089,0.0003144714,0.000003700008,0.00009343461,1.509009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004317987,"about_ca_system_score_gemma":0.0001082578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007631971,"about_ca_topic_score_gemma":0.158309,"domain_scores_codex":[0.9993737,0.00004796057,0.0001851528,0.00008685335,0.0001394237,0.0001669631],"domain_scores_gemma":[0.9990934,0.0005606502,0.0001567236,0.00004796194,0.00002204487,0.0001192816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002099578,0.000006550619,0.921086,0.00005137436,0.00001155652,0.00001213691,0.01163666,0.00001660484,0.00002490982,0.002626701,0.0002815412,0.06422503],"study_design_scores_gemma":[0.0001006993,0.0003209875,0.9648878,0.0001610035,0.00000999721,0.00003373132,0.02560329,0.001902428,0.00002189514,0.005535593,0.001354015,0.0000685484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991699,0.0008956324,0.0002134911,0.006277454,0.000184181,0.0001486955,0.00003209786,9.010877e-7,0.0005485153],"genre_scores_gemma":[0.9955577,0.00004667331,0.00412149,0.000206524,0.00005618708,5.189034e-7,9.985223e-7,7.900837e-7,0.000009144493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.150677,"threshold_uncertainty_score":0.9989763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732854219390867,"score_gpt":0.2674445348362973,"score_spread":0.2201159926423886,"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."}}