{"id":"W2137302046","doi":"10.1139/a2012-011","title":"Climate change, fisheries, and aquaculture: trends and consequences for Canadian marine biodiversity<sup>1</sup>This manuscript is a companion paper to Vander Zwaag et al. (doi:10.1139/a2012-013) and Hutchings et al. (doi:10.1139/er-2012-0049) also appearing in this issue. These three papers comprise an edited version of a February 2012 Royal Society of Canada Expert Panel Report.","year":2012,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Pacific Salmon Foundation; Memorial University of Newfoundland; Simon Fraser University; Université Laval; Dalhousie University","funders":"Royal Society; Royal Society of Canada","keywords":"Overfishing; Biodiversity; Fishery; Fishing; Aquaculture; Climate change; Pelagic zone; Ecology; Environmental science; Oceanography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002274649,0.000626874,0.0005039772,0.004123549,0.002969465,0.004628279,0.001496283,0.0015633,0.02706311],"category_scores_gemma":[0.006528856,0.000398969,0.0009128111,0.01181155,0.00100791,0.001401902,0.001831814,0.001633862,0.002493354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02290242,"about_ca_system_score_gemma":0.03896627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753093,"about_ca_topic_score_gemma":0.9903593,"domain_scores_codex":[0.9979139,0.00007599086,0.0001238366,0.0002029831,0.001375415,0.0003078229],"domain_scores_gemma":[0.9914224,0.0004723991,0.000729109,0.0002219966,0.006476103,0.0006780227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006986254,0.00001407331,0.04919985,0.001329577,0.0001712587,0.0001429697,0.0008226509,0.0003970382,0.0004929759,0.001534365,0.8441349,0.1016905],"study_design_scores_gemma":[0.00001630352,0.00001641173,0.3004962,0.001070048,0.0002233159,0.000138262,0.002298197,0.0003592584,0.0003836395,0.0009787099,0.6938939,0.0001257139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05989072,0.2519205,0.002285486,0.2728303,0.03716961,0.0002641055,0.2076785,0.0008100235,0.1671507],"genre_scores_gemma":[0.4369637,0.2562302,0.008852574,0.04240271,0.009869358,0.0001774786,0.1186123,0.001066717,0.125825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02706311,"threshold_uncertainty_score":0.1661695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101049857896176,"score_gpt":0.2574039878086461,"score_spread":0.2163934892296843,"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."}}