{"id":"W4403401700","doi":"10.1038/s41467-024-52895-1","title":"Selective breeding enhances coral heat tolerance to marine heatwaves","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Environment Research Council","keywords":"Heritability; Coral; Biology; Trait; Population; Offspring; Psychological resilience; Adaptation (eye); Phenotypic plasticity; Ecology; Evolutionary biology; Genetics; Medicine; Environmental health; Psychology","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":[0.0003904043,0.000241056,0.0002933194,0.0002558542,0.0001639916,0.0003271146,0.0002633109,0.0002425654,0.001629806],"category_scores_gemma":[0.0006128162,0.000124832,0.0001616845,0.000168176,0.0002600476,0.0001073621,0.000501745,0.0004225993,0.000177552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883591,"about_ca_system_score_gemma":0.0001646903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005184858,"about_ca_topic_score_gemma":0.001090229,"domain_scores_codex":[0.9997967,0.00006231241,0.000009768332,0.00005563856,0.00003476387,0.00004077482],"domain_scores_gemma":[0.999195,0.0002667077,0.0002040343,0.0001261348,0.00006323702,0.0001448285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001499886,0.00009483109,0.009678128,0.00003072948,0.00003668386,0.00009703349,0.00007570608,0.0002882791,0.9838895,0.0001272733,0.00007389947,0.005457949],"study_design_scores_gemma":[0.00004734748,0.001856763,0.8552976,0.0000264099,0.000198199,0.0006683824,0.0002633484,0.005146522,0.13284,0.0003462897,0.003273249,0.00003590798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983291,0.0000974536,0.0009054182,0.00003087451,0.000004977512,0.000008181343,0.00002884863,0.00003146028,0.0005637515],"genre_scores_gemma":[0.9987313,0.00005602261,0.0006630498,0.00004353295,0.000005588694,0.00001039118,0.00003809285,0.00001251998,0.0004394947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001629806,"threshold_uncertainty_score":0.005452216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378271358812837,"score_gpt":0.2814765149496045,"score_spread":0.2676938013614761,"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."}}