{"id":"W2015004869","doi":"10.1080/00028487.2012.662205","title":"Investigation of Fishing and Climate Effects on the Community Size Spectra of Eastern Bering Sea Fish","year":2012,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"National Oceanic and Atmospheric Administration; Joint Institute for the Study of the Atmosphere and Ocean","keywords":"Groundfish; Fishing; Abundance (ecology); Fishery; Productivity; Relative species abundance; Subarctic climate; Environmental science; Climate change; Ecosystem; Marine ecosystem; Oceanography; Ecology; Fisheries management; Biology","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":[0.0005266286,0.0002029467,0.0001509665,0.0007252082,0.00030203,0.0002390458,0.0001426873,0.0001170847,0.00149878],"category_scores_gemma":[0.0009977744,0.0001233186,0.0001844102,0.0004890187,0.0001769272,0.0002671943,0.0002517073,0.000158396,0.0002203669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873073,"about_ca_system_score_gemma":0.0001821246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212135,"about_ca_topic_score_gemma":0.03516094,"domain_scores_codex":[0.9998673,0.00003089319,0.00001345806,0.00003839769,0.00002664819,0.00002324669],"domain_scores_gemma":[0.9986967,0.0002272562,0.0005121229,0.00004764194,0.0003050459,0.000211202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007963034,0.00002655784,0.994921,0.000007653444,0.00002516269,0.00003781746,0.0001029731,0.00008218158,0.002826032,0.000008004281,0.00004344772,0.00183954],"study_design_scores_gemma":[2.689709e-7,0.00001050353,0.9998498,4.958936e-7,0.000001459165,0.000006599101,0.00002380368,0.000044633,0.00004386266,0.000001393948,0.00001666268,4.222283e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995689,0.00003342106,0.00002494205,0.000004234077,9.675418e-7,0.000001511983,0.0001122704,0.000001207741,0.0002524999],"genre_scores_gemma":[0.9994319,0.00003385413,0.00009239715,0.000008348219,0.000002995707,0.000004587295,0.0002135155,0.000001615437,0.0002108165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212135,"threshold_uncertainty_score":0.02410161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325941971249811,"score_gpt":0.2337660396927751,"score_spread":0.210506619980277,"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."}}