{"id":"W4318617997","doi":"10.1038/s41558-022-01585-1","title":"Natural hybridization reduces vulnerability to climate change","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Australian Research Council; Flinders University","keywords":"Introgression; Biology; Generalist and specialist species; Niche; Range (aeronautics); Vulnerability (computing); Climate change; Ecology; Evolutionary biology; Gene; Habitat; Genetics","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":[0.0003219364,0.0001364652,0.0001493696,0.0003594382,0.0002700118,0.000389524,0.0002178306,0.0002641552,0.002235747],"category_scores_gemma":[0.001098332,0.0001019248,0.0002246071,0.0002889286,0.00051557,0.0003034874,0.0007792699,0.0003147616,0.0001271907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393908,"about_ca_system_score_gemma":0.000197781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976034,"about_ca_topic_score_gemma":0.003616268,"domain_scores_codex":[0.9997955,0.00005689462,0.0000110602,0.00007874381,0.00002542477,0.00003246201],"domain_scores_gemma":[0.9995844,0.0001431647,0.0001199022,0.00006297952,0.00003380761,0.00005571796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004696512,0.0001137229,0.6388453,0.0001609659,0.0004354729,0.0003719903,0.00131855,0.008312394,0.3280902,0.002374596,0.0002914628,0.01921567],"study_design_scores_gemma":[0.000007565297,0.0001454243,0.9909413,0.000006533622,0.00004248131,0.0002088317,0.0003858401,0.004234411,0.002424126,0.001010564,0.000583944,0.000008869597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992892,0.00001865443,0.000237834,0.00001362109,7.911866e-7,0.000001206635,0.00002426462,0.000006075528,0.0004083996],"genre_scores_gemma":[0.9998206,0.00000766824,0.00007807385,0.000008376001,5.172393e-7,0.000001518052,0.00002039177,0.000001371352,0.00006154008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235747,"threshold_uncertainty_score":0.00747931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737893537046205,"score_gpt":0.3090328276356452,"score_spread":0.2716538922651832,"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."}}