{"id":"W4385754292","doi":"10.1126/sciadv.adf0954","title":"Marine heatwaves threaten cryptic coral diversity and erode associations among coevolving partners","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Mitacs; Advanced Research Projects Agency; National Science Foundation; Pew Charitable Trusts; National Oceanic and Atmospheric Administration; National Geographic Society","keywords":"Biology; Coral; Ecology; Obligate; Species complex; Symbiosis; Coral reef; Evolutionary biology; Anthozoa; Coral bleaching; Phylogenetic tree; Gene; Genetics","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":[0.0003965177,0.0001805356,0.0001816947,0.0004294254,0.0004708356,0.0006069017,0.0001757531,0.0002399368,0.001850496],"category_scores_gemma":[0.00100597,0.0001030995,0.0001815223,0.0004510388,0.0003540136,0.0003735099,0.001109456,0.0004063135,0.0001507511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027101,"about_ca_system_score_gemma":0.0002410776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878828,"about_ca_topic_score_gemma":0.01266345,"domain_scores_codex":[0.9997846,0.00005143907,0.00001121803,0.00006249973,0.0000346061,0.00005562929],"domain_scores_gemma":[0.9994167,0.00008556782,0.0002219831,0.00008318977,0.0000638331,0.0001287132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001481517,0.00002756475,0.9643681,0.00002449769,0.00009867157,0.00008457489,0.0008085642,0.0003088928,0.02164153,0.0003224271,0.0002181468,0.0119489],"study_design_scores_gemma":[0.000001417376,0.00002420113,0.9984565,0.000006728492,0.00001515932,0.00003565763,0.000416476,0.000204354,0.0002951647,0.0001420591,0.0003996746,0.000002619621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988402,0.0001059053,0.0002672219,0.00003088365,0.000004195675,0.000001791924,0.0001312157,0.000004706948,0.000614099],"genre_scores_gemma":[0.999527,0.00005250581,0.0001435446,0.0000193114,0.000003053361,0.000002220586,0.00007966635,0.000002329834,0.0001703591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004878828,"threshold_uncertainty_score":0.009700835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297180119624889,"score_gpt":0.2698506764973322,"score_spread":0.2468788753010834,"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."}}