{"id":"W2013438632","doi":"10.1038/nature10285","title":"Transient dynamics of an altered large marine ecosystem","year":2011,"lang":"en","type":"article","venue":"Nature","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":266,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Bedford Institute of Oceanography","funders":"Natural Environment Research Council; Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Overfishing; Ecosystem; Predation; Zooplankton; Benthic zone; Fishery; Population; Marine ecosystem; Fishing; Forage fish; Ecology; Biomass (ecology); Maximum sustainable yield; Environmental science; Biology; Fisheries management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001882774,0.0001111801,0.0002446866,0.0004203225,0.0003836396,0.0007321244,0.0003775071,0.000516576,0.002195205],"category_scores_gemma":[0.001288924,0.0001724569,0.0002463225,0.0002886268,0.000620737,0.000672464,0.0006450812,0.0003791757,0.000154626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119383,"about_ca_system_score_gemma":0.0002500551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021558,"about_ca_topic_score_gemma":0.003320609,"domain_scores_codex":[0.999953,0.00000691557,0.000003352872,0.00001464176,0.000006077999,0.00001595054],"domain_scores_gemma":[0.9996475,0.00009235884,0.00007530392,0.00003353717,0.00003904188,0.0001122282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002642012,0.0008979884,0.4973598,0.0002107586,0.0006274423,0.004980797,0.001301004,0.245934,0.1680502,0.03777811,0.006717699,0.03350027],"study_design_scores_gemma":[0.0001035004,0.0003985967,0.4007913,0.0000217528,0.0001407506,0.000789654,0.001029986,0.5810515,0.002714745,0.01144625,0.001446149,0.00006586731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979006,0.00002853106,0.0009836763,0.00009530835,0.00000895085,0.000003645593,0.00006635769,0.00003024259,0.0008826485],"genre_scores_gemma":[0.9996749,0.00001108292,0.0001220542,0.000007248957,0.000003219308,0.000002033081,0.00002977352,0.000004312732,0.0001454045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004021558,"threshold_uncertainty_score":0.007996321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009168242866630762,"score_gpt":0.2306386455527428,"score_spread":0.221470402686112,"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."}}