{"id":"W2766329715","doi":"10.1002/eap.1639","title":"Ecosystem regime shifts disrupt trophic structure","year":2017,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Australian Research Council; Australian Institute of Marine Science","keywords":"Trophic level; Trophic cascade; Ecology; Coral reef; Reef; Coral bleaching; Benthic zone; Mesopredator release hypothesis; Ecosystem; Biomass (ecology); Coral reef fish; Food web; Environmental science; Alternative stable state; Fishery; Biology; Apex predator","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":[0.0002098339,0.0001212414,0.0001758331,0.0005876976,0.0003952623,0.0007047618,0.0001897907,0.0002696033,0.002207979],"category_scores_gemma":[0.00119559,0.0001486148,0.0002416716,0.0004076615,0.0005104849,0.0005237168,0.0008584069,0.0003284067,0.0002421774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007315264,"about_ca_system_score_gemma":0.0002461704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004833647,"about_ca_topic_score_gemma":0.01402321,"domain_scores_codex":[0.9997979,0.00002814932,0.00001829895,0.00005440064,0.00004164678,0.00005958808],"domain_scores_gemma":[0.9994076,0.00009026268,0.0002584633,0.0001006213,0.00006033026,0.00008277591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002651902,0.0001311402,0.8835424,0.00008419971,0.0002424481,0.0003897573,0.002348576,0.002076836,0.05403881,0.00220122,0.00119014,0.05348934],"study_design_scores_gemma":[0.000001252164,0.00003140277,0.9973009,0.000006105054,0.000007213001,0.00005769259,0.0003424895,0.0004938334,0.0002775699,0.0004739363,0.001003446,0.000004211392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967805,0.0001090442,0.0003349277,0.00006448475,0.000003235366,0.000004078793,0.0001647749,0.00001716565,0.002521827],"genre_scores_gemma":[0.9993424,0.00005906796,0.0001563718,0.00004369122,0.000002171811,0.000003798771,0.0001090128,0.000003259087,0.000280141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004833647,"threshold_uncertainty_score":0.009611011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291973985652008,"score_gpt":0.2413956572548109,"score_spread":0.2284759173982908,"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."}}