{"id":"W2140618833","doi":"10.1038/nclimate1691","title":"Shrinking of fishes exacerbates impacts of global ocean changes on marine ecosystems","year":2012,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":713,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Marine ecosystem; Climate change; Ecology; Abundance (ecology); Ecosystem; Environmental science; Effects of global warming on oceans; Biogeochemical cycle; Biological dispersal; Ecophysiology; Biology; Population; Global warming; Oceanography","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":[0.001089918,0.0003291295,0.0003783848,0.0008137751,0.000787529,0.001625338,0.0004359754,0.001038639,0.01270216],"category_scores_gemma":[0.002607799,0.0002244665,0.0005073299,0.0009414878,0.001469947,0.00174863,0.002692235,0.0006945649,0.0007033907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060601,"about_ca_system_score_gemma":0.001488069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009268758,"about_ca_topic_score_gemma":0.0192996,"domain_scores_codex":[0.9995301,0.0001006624,0.00003176761,0.00008448047,0.00009670717,0.0001561757],"domain_scores_gemma":[0.9984714,0.0002108714,0.0007416305,0.0001139427,0.0001986618,0.0002633689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008515887,0.0002455534,0.8038462,0.0009750589,0.0004734131,0.001709837,0.002808141,0.01002333,0.04298976,0.01699055,0.0118975,0.107189],"study_design_scores_gemma":[0.00002504485,0.0002168709,0.9566711,0.0001048063,0.0001478672,0.0004639006,0.007098092,0.001812276,0.0019554,0.008540025,0.02293462,0.00002997856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788039,0.001171317,0.0005014269,0.004668367,0.000114838,0.00001139096,0.000367719,0.00003563812,0.01432535],"genre_scores_gemma":[0.9958829,0.00152255,0.0002649022,0.0006434413,0.0000942872,0.0000086767,0.0001116587,0.00001276816,0.001458878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270216,"threshold_uncertainty_score":0.04249299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431707793343665,"score_gpt":0.2804047052839491,"score_spread":0.2560876273505124,"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."}}