{"id":"W4313783035","doi":"10.1101/2023.01.07.522953","title":"Marine heatwaves threaten cryptic coral diversity and erode associations amongst coevolving partners","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; University of Victoria; National Science Foundation","keywords":"Biology; Ecology; Coral bleaching; Coral; Genetic diversity; Coral reef; Symbiosis; Anthozoa; Obligate; Foundation species; Evolutionary biology; Biodiversity","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":[0.0003981375,0.0001716733,0.0001906824,0.0002785999,0.0003688323,0.0006249588,0.0001659188,0.0003079248,0.002999565],"category_scores_gemma":[0.001037554,0.00008791668,0.0001819551,0.0003780433,0.0002796039,0.0003024372,0.0009780397,0.0004149139,0.0002527184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736184,"about_ca_system_score_gemma":0.0001898922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004885287,"about_ca_topic_score_gemma":0.006519848,"domain_scores_codex":[0.9998499,0.00002967358,0.000006976439,0.00004493612,0.00002889448,0.00003960458],"domain_scores_gemma":[0.999471,0.00009367247,0.0001817035,0.0000800003,0.00005629314,0.0001174097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003501579,0.00005745202,0.9342343,0.00005070094,0.0001377751,0.0001120769,0.0005902621,0.001201172,0.0464441,0.0005286491,0.001186024,0.01510738],"study_design_scores_gemma":[0.000003316488,0.00003786965,0.9969784,0.000009089488,0.00001656043,0.00003414846,0.0003519052,0.0006415011,0.0008036077,0.0003003719,0.0008184148,0.000004797014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980713,0.00009161889,0.0004459478,0.00005878688,0.00001105445,0.000002270818,0.0005561452,0.00001550546,0.0007473835],"genre_scores_gemma":[0.9989069,0.00005048395,0.0002430179,0.0000380755,0.000006870765,0.000004163552,0.0003344226,0.000006106889,0.0004099816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004885287,"threshold_uncertainty_score":0.01003456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928567508983261,"score_gpt":0.2251523618921914,"score_spread":0.1958666868023587,"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."}}