{"id":"W6958025826","doi":"10.60692/j6mnm-5vs62","title":"The 2014-17 Global Coral Bleaching Event: The Most Severe and Widespread Coral Reef Destruction","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria; University of British Columbia","funders":"","keywords":"Coral bleaching; Coral reef; Reef; Environmental issues with coral reefs; Coral; Resilience of coral reefs; Global warming; Climate change","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004365431,0.0002468883,0.0001696007,0.0007006133,0.000285866,0.0006595291,0.0002031326,0.0002187193,0.001952028],"category_scores_gemma":[0.0006122435,0.00008494305,0.0003136245,0.0006703949,0.0002928011,0.0003171436,0.0007018499,0.0003022553,0.0001959062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172579,"about_ca_system_score_gemma":0.001575264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07854638,"about_ca_topic_score_gemma":0.1201754,"domain_scores_codex":[0.999846,0.00001712852,0.00001113041,0.00002841159,0.0000614222,0.00003599335],"domain_scores_gemma":[0.9997194,0.00001948192,0.0001286187,0.0000156384,0.00006816667,0.00004871211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169437,0.00004758807,0.9501939,0.0001182844,0.00009277771,0.0001878447,0.0002784987,0.009932664,0.003620447,0.001263869,0.008187831,0.02595929],"study_design_scores_gemma":[0.000007668021,0.00003924928,0.9891304,0.00003540197,0.00003400375,0.0000404992,0.0004340792,0.003853841,0.001018997,0.0004884749,0.004908924,0.000008531678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798893,0.0004463439,0.0009182931,0.001261791,0.00005323928,0.00003720204,0.007136988,0.0001289566,0.01012793],"genre_scores_gemma":[0.9954188,0.0002784522,0.0003265169,0.00007798837,0.00001541562,0.00001133326,0.002579859,0.000009714454,0.00128194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07854638,"threshold_uncertainty_score":0.1561784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011068753521566,"score_gpt":0.1914275889395887,"score_spread":0.171316901404373,"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."}}