{"id":"W3162229089","doi":"10.1038/s41558-021-01037-2","title":"Quantifying global potential for coral evolutionary response to climate change","year":2021,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Ocean acidification; Global warming; Coral reef; Coral; Climate change; Environmental science; Ecology; Effects of global warming on oceans; Global change; Adaptation (eye); Biology","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":[0.001242958,0.0003064548,0.000202473,0.0007954407,0.0003938088,0.0009711366,0.0003510455,0.0006402154,0.001812722],"category_scores_gemma":[0.004845396,0.0002273076,0.0004696652,0.001049329,0.000326302,0.001142038,0.0008096514,0.0003783431,0.0001240583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007726405,"about_ca_system_score_gemma":0.000390532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006499634,"about_ca_topic_score_gemma":0.0161581,"domain_scores_codex":[0.9997658,0.00008332008,0.00001368963,0.00006406248,0.00003575567,0.00003740247],"domain_scores_gemma":[0.9989302,0.0006495609,0.0001626588,0.0001161002,0.00007809356,0.00006338863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548873,0.00006286753,0.7718502,0.0001340559,0.000630727,0.0001466861,0.0001778228,0.1805291,0.01380479,0.00506535,0.0002884177,0.027055],"study_design_scores_gemma":[0.00002134391,0.0001261462,0.8197056,0.00002896591,0.0001996724,0.0001505188,0.0006175144,0.1675098,0.003000372,0.007152834,0.001457196,0.00003015597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950537,0.0001908167,0.001793193,0.0001335202,0.000004850361,0.000004483195,0.000303703,0.0000136732,0.002502114],"genre_scores_gemma":[0.9990857,0.00006490128,0.0005954912,0.00001184146,0.000002042872,0.000003343364,0.0001122893,0.000006647576,0.000117741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006499634,"threshold_uncertainty_score":0.01292366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05322113779168479,"score_gpt":0.3129020262328255,"score_spread":0.2596808884411407,"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."}}