{"id":"W3009508070","doi":"10.1139/facets-2019-0035","title":"Differing marine animal biomass shifts under 21st century climate change between Canada’s three oceans","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Ocean Frontier Institute; Bundesministerium für Bildung und Forschung; Canada First Research Excellence Fund; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Climate change; Marine ecosystem; Marine protected area; Biomass (ecology); Environmental science; Ecosystem; Arctic; Trophic level; Representative Concentration Pathways; Ecosystem-based management; Exclusive economic zone; Oceanography; Marine conservation; Fishery; Geography; Ecology; Environmental resource management; Climate model; Habitat; 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":[0.0005004954,0.0003489412,0.0002574221,0.0005439558,0.000882714,0.001181458,0.0005670616,0.0004353089,0.0007743329],"category_scores_gemma":[0.001013773,0.0002237756,0.0008985227,0.0008795186,0.0005236896,0.0003417285,0.0006040357,0.0004113161,0.00008555625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232426,"about_ca_system_score_gemma":0.008766301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687738,"about_ca_topic_score_gemma":0.9718482,"domain_scores_codex":[0.9998009,0.00001908648,0.0000100255,0.00005480426,0.00004911661,0.00006611619],"domain_scores_gemma":[0.9996631,0.00003836625,0.00003950357,0.00002621711,0.0001615275,0.00007134681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002212888,0.00005401907,0.8497989,0.00005543215,0.0006561005,0.0001404329,0.0003776104,0.1311126,0.002872511,0.001483988,0.002731727,0.01049543],"study_design_scores_gemma":[0.0000237184,0.00002911606,0.9161862,0.00002682057,0.0001269666,0.00004325685,0.0005877158,0.07841703,0.0007139214,0.0004108136,0.003382303,0.00005220778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953943,0.0001496702,0.0002914626,0.0002425244,0.00001161655,0.000006560579,0.002195802,0.00002724517,0.001680817],"genre_scores_gemma":[0.9970962,0.0001465376,0.0002995632,0.00006017202,0.000002691083,0.00000503804,0.002005049,0.000008748346,0.0003759274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122616,"threshold_uncertainty_score":0.08941919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265029848672444,"score_gpt":0.2389450644820732,"score_spread":0.1962947659953488,"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."}}