{"id":"W3093707270","doi":"10.1002/9781119548164.ch18","title":"ENSO‐Driven Ocean Extremes and Their Ecosystem Impacts","year":2020,"lang":"en","type":"other","venue":"Geophysical monograph","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Seagrass; Environmental science; Oceanography; Ecosystem; Marine ecosystem; Kelp forest; La Niña; Coral reef; Coral bleaching; El Niño Southern Oscillation; Climatology; Geology; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003321938,0.0004319804,0.0005753567,0.00006292794,0.00009379371,0.00004138619,0.0002348679,0.0001330602,0.0008272375],"category_scores_gemma":[0.00001046522,0.0003063329,0.0001985287,0.0002574101,0.0001279499,0.00005702639,0.0006782642,0.0001979926,0.0006915546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600124,"about_ca_system_score_gemma":0.000004403975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156832,"about_ca_topic_score_gemma":0.00126978,"domain_scores_codex":[0.9986144,0.0000497419,0.0001966373,0.0005804152,0.0001819461,0.0003768103],"domain_scores_gemma":[0.9992664,0.00003946072,0.0001534487,0.0002890339,0.000003163047,0.00024849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000016001,0.00009020809,0.02709838,0.0002043622,0.0002196918,0.00002206457,0.0004133905,9.366653e-7,0.0003244357,0.0001164523,0.9561697,0.01532438],"study_design_scores_gemma":[0.0002754287,0.0001755296,0.03354467,0.0001563144,0.00005163683,0.00000602397,0.0001282895,0.0002131955,0.00002628657,0.0005434921,0.9642967,0.000582437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08947808,0.00152784,0.00004801889,0.0009057701,0.0007366877,0.00134613,0.0004104825,0.0008950107,0.904652],"genre_scores_gemma":[0.9162964,0.0007037213,0.000180661,0.0002358624,0.000859927,0.00003638392,0.00003799045,0.0003433197,0.08130578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8268183,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007094981241665283,"score_gpt":0.1800729848872333,"score_spread":0.172978003645568,"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."}}