{"id":"W1892372593","doi":"10.1002/asl2.442","title":"Can marine cloud brightening reduce coral bleaching?","year":2013,"lang":"en","type":"article","venue":"Atmospheric Science Letters","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK; Fund for Innovative Climate and Energy Research; University of Calgary; National Science Foundation","keywords":"Coral bleaching; Reef; Coral reef; Environmental science; Coral; Great barrier reef; Sea surface temperature; Oceanography; Effects of global warming on oceans; Global warming; Climatology; Climate change; Atmospheric sciences; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002717074,0.0001744241,0.0001332932,0.000006133288,0.000346345,0.0001741632,0.0006149553,0.00002818632,0.004588795],"category_scores_gemma":[0.00003892477,0.0001537025,0.0000443703,0.0009178166,0.000569503,0.0006309676,0.0004742222,0.0001630392,0.001058217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700053,"about_ca_system_score_gemma":0.000009509383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008730202,"about_ca_topic_score_gemma":0.0001067038,"domain_scores_codex":[0.9981135,0.0000144766,0.0001768507,0.0004818625,0.0004895482,0.0007238286],"domain_scores_gemma":[0.9993366,0.00002861074,0.00006299386,0.0003424649,0.000008077873,0.0002212242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000004381889,0.00004271218,0.2341657,0.000008786827,0.000007289148,0.00003879061,0.001891889,0.01120863,0.6800078,0.00006276443,0.02267502,0.04988623],"study_design_scores_gemma":[0.0006589257,0.0001265976,0.8748891,0.00004383744,0.00002477194,0.0001355635,0.0008353065,0.09537269,0.01301715,0.0005945223,0.01299385,0.001307689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884424,0.000007489743,0.0003825747,0.006721184,0.0005601473,0.0001759528,5.473776e-7,0.0001053713,0.003604333],"genre_scores_gemma":[0.9825262,0.000005353404,0.01192334,0.004887977,0.0001449744,0.00002532199,0.00000231762,0.00001745399,0.0004670389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6669906,"threshold_uncertainty_score":0.9997196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008214396917716133,"score_gpt":0.2036034988330259,"score_spread":0.1953891019153098,"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."}}