{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008225789,0.0001312646,0.0001810682,0.000009691629,0.001195736,0.00008150091,0.0005878743,0.00008083884,0.002154358],"category_scores_gemma":[0.00005205681,0.0000925502,0.00006317757,0.0000591351,0.0001129991,0.0001234209,0.0007548219,0.0001206539,0.001942978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009575511,"about_ca_system_score_gemma":0.000004205258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006571919,"about_ca_topic_score_gemma":0.00171362,"domain_scores_codex":[0.999048,0.00002260527,0.0001836867,0.0003705176,0.0001313251,0.0002438818],"domain_scores_gemma":[0.999031,0.00003827961,0.0001595201,0.0006582698,0.000008799258,0.0001041296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003070839,0.0006666819,0.8635107,0.0000635582,0.00007891857,0.00003032566,0.0001743344,0.0001099284,0.005093976,0.03100476,0.03857783,0.06065824],"study_design_scores_gemma":[0.0001159581,0.00003592609,0.8307272,0.000002201021,0.00001030458,0.000005270252,0.00001698305,0.0001023028,0.0000290275,0.01113837,0.1576877,0.0001288354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482808,0.0000204995,0.0003045858,0.004578257,0.0001421941,0.0007883608,0.00005844004,0.0001195491,0.04570737],"genre_scores_gemma":[0.9962257,0.00001029578,0.0004208378,0.0000967397,0.0001464332,0.0004469952,0.000008698346,0.000006962975,0.002637329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191098,"threshold_uncertainty_score":0.9988341,"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."}}