{"id":"W3012429584","doi":"10.1002/eap.2124","title":"Direct and indirect effects of climate change‐amplified pulse heat stress events on coral reef fish communities","year":2020,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Centre for Asia-Pacific Initiatives; Directorate for Biological Sciences; Canada Foundation for Innovation; National Science Foundation; Pew Charitable Trusts; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Rufford Foundation; David and Lucile Packard Foundation; University of Victoria","keywords":"Coral reef fish; Reef; Coral reef; Coral bleaching; Climate change; Ecology; Coral; Benthic zone; Environmental science; Abundance (ecology); Biomass (ecology); Effects of global warming on oceans; Fishery; Ecosystem; Oceanography; Species richness; Biology; Global warming; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006682317,0.0001166567,0.0002349187,0.00001279993,0.0002270031,0.000008968017,0.0001638399,0.00004837138,0.0002053945],"category_scores_gemma":[0.00003049603,0.00008988301,0.00003805931,0.0001549554,0.0001147204,0.00004966351,0.0005243636,0.00009416221,0.00008769781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003011463,"about_ca_system_score_gemma":0.000001362112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001549961,"about_ca_topic_score_gemma":0.0006126712,"domain_scores_codex":[0.9992858,0.00007074937,0.0001616336,0.0001939064,0.000105821,0.0001820558],"domain_scores_gemma":[0.9993988,0.0002965766,0.00005578093,0.0001505424,0.000006899383,0.00009136694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008067671,0.0008879987,0.9645486,0.0002920176,0.00004379953,0.000004357798,0.001190411,0.0000215609,0.001413836,0.001001871,0.001568813,0.02894605],"study_design_scores_gemma":[0.0002266014,0.0003747831,0.9937387,0.00002079912,0.00001874209,6.948546e-7,0.0001179557,0.0001014421,0.000823451,0.000237471,0.004219755,0.0001195723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866745,0.000033445,0.00001881208,0.001445295,0.00003315765,0.0009599232,0.00009873043,0.00007243784,0.01066372],"genre_scores_gemma":[0.9977173,0.0003777962,0.00006331935,0.000748771,0.00004091858,0.0009759139,0.00002881564,0.000005818707,0.00004132993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919012,"threshold_uncertainty_score":0.3665323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244181396298668,"score_gpt":0.2412458819369227,"score_spread":0.208804067973936,"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."}}