{"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,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational","theoretical_or_conceptual","not_applicable"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0002136263065537499,"metaepi_narrow":0.00009155413138017853,"metaepi_broad":0.000015259021896696422,"bibliometrics":0.0004730296787975891,"sts":0.00012207217517357137,"scholarly_communication":0.000045777065690089265,"open_science":0.000015259021896696422,"research_integrity":0.00007629510948348211,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.000015259021896696422,"observational":0.9234912642099642,"systematic_review":0.00006103608758678569,"meta_analysis":0.000030518043793392844,"case_report":0.000015259021896696422,"qualitative":0.0010223544670786603,"simulation_or_modeling":0.00015259021896696422,"bench_or_experimental":0.0029602502479591057,"theoretical_or_conceptual":0.0036011291676203558,"not_applicable":0.00392156862745098,"design_other":0.01736476691844053},"gemma":{"metaresearch":0.000015259021896696422,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.000015259021896696422,"bibliometrics":0.00038147554741741054,"sts":0.00025940337224383917,"scholarly_communication":0.0004119935912108034,"open_science":0.00016784924086366064,"research_integrity":0.000045777065690089265,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.000015259021896696422,"observational":0.30865949492637523,"systematic_review":0.000015259021896696422,"meta_analysis":0.000015259021896696422,"case_report":0.000015259021896696422,"qualitative":0.00016784924086366064,"simulation_or_modeling":0.00010681315327687495,"bench_or_experimental":0.0019684138246738384,"theoretical_or_conceptual":0.016311894407568476,"not_applicable":0.08792248416876479}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}