{"id":"W2881413003","doi":"10.1111/gcb.14386","title":"Tolerance traits related to climate change resilience are independent and polygenic","year":2018,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Biology; Fundulus; Genetic architecture; Killifish; Evolutionary biology; Genetic variation; Phenotypic plasticity; Quantitative trait locus; Natural selection; Environmental change; Phenotypic trait; Trait; Climate change; Genetics; Phenotype; Ecology; Gene; Population","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":[0.0003052957,0.000314647,0.0002730833,0.0008579664,0.0003368688,0.0004820013,0.0001924129,0.0002415285,0.001376656],"category_scores_gemma":[0.0007771505,0.0001283234,0.0002757819,0.0008048015,0.0008213494,0.0002702729,0.000670055,0.0003408603,0.0001261425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590397,"about_ca_system_score_gemma":0.0001812813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332972,"about_ca_topic_score_gemma":0.008527982,"domain_scores_codex":[0.9997091,0.00007367666,0.00001958346,0.0001052452,0.00004932267,0.00004314617],"domain_scores_gemma":[0.9992095,0.0001925211,0.0003745681,0.00008799593,0.00004893808,0.0000863109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001980024,0.00008935654,0.8858969,0.00006553164,0.0005782311,0.000182896,0.0004987546,0.001564479,0.08951501,0.0008317576,0.0001039786,0.02047502],"study_design_scores_gemma":[0.000001156709,0.00001889939,0.9989402,0.00000173774,0.00002099927,0.00004986112,0.0000354702,0.0004009043,0.0002676174,0.000201328,0.00005751729,0.000004372805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987638,0.00008295034,0.0005923551,0.00001926852,0.000001325904,0.000002949209,0.00007740749,0.000009199633,0.0004507733],"genre_scores_gemma":[0.9995257,0.00003335256,0.0002340664,0.000009290724,0.000002666301,0.000002765208,0.00008905678,0.000002506137,0.0001007395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003332972,"threshold_uncertainty_score":0.006627142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478571628401748,"score_gpt":0.2751757260236009,"score_spread":0.2403900097395834,"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."}}