{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286972,0.0003261736,0.0002134255,0.0005652789,0.000490986,0.0005325386,0.0002408857,0.0002876168,0.002403373],"category_scores_gemma":[0.001197835,0.0002043005,0.0003860684,0.0004384479,0.0005879626,0.0004781917,0.001586749,0.0003725686,0.0001856459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006879997,"about_ca_system_score_gemma":0.0006521219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385622,"about_ca_topic_score_gemma":0.07279176,"domain_scores_codex":[0.9996873,0.00005382108,0.00002254509,0.00007861247,0.00006437265,0.00009342543],"domain_scores_gemma":[0.9993865,0.00009209027,0.0002319292,0.0000418435,0.00009957313,0.0001479945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054731,0.00003437046,0.9867295,0.00004368662,0.0001237042,0.00007744661,0.0004389449,0.0005116253,0.005919046,0.00005639134,0.00009897763,0.005860792],"study_design_scores_gemma":[8.655103e-7,0.00002282343,0.9992499,0.000003531303,0.00001118248,0.00001433041,0.0002480678,0.0002372074,0.0001308961,0.00001871513,0.00006002733,0.000002350951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988782,0.00004266926,0.00009358834,0.00002059126,0.000003591445,0.000006217593,0.0001949981,0.000002687217,0.0007573889],"genre_scores_gemma":[0.9993594,0.00006652826,0.0001169214,0.00001885559,0.000004880789,0.00001432884,0.000158332,0.000001315382,0.0002594896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385622,"threshold_uncertainty_score":0.04743475,"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."}}