{"id":"W3108601695","doi":"10.1111/eva.13172","title":"Transcriptional flexibility during thermal challenge corresponds with expanded thermal tolerance in an invasive compared to native fish","year":2020,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Science Foundation","keywords":"Biology; Phenotypic plasticity; Ecology; Smelt; Sympatric speciation; Invasive species; Global warming; Climate change; Evolutionary biology; Fish <Actinopterygii>; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003424917,0.0001372728,0.0001354555,0.00001831655,0.0002015825,0.000009735395,0.0002786696,0.00004876908,0.0008329088],"category_scores_gemma":[0.00001394695,0.0001132047,0.00003789583,0.0004600981,0.0002084593,0.0002581046,0.00007526996,0.0001594541,0.0001336879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280095,"about_ca_system_score_gemma":0.000024451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003458442,"about_ca_topic_score_gemma":0.0001585926,"domain_scores_codex":[0.998815,0.00006567744,0.0001950765,0.0004846625,0.0002281841,0.0002114177],"domain_scores_gemma":[0.9994891,0.00006209079,0.00004158589,0.000171408,0.00002429377,0.0002115096],"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":[0.0005185925,0.0006419895,0.01113976,0.000007881207,0.000006566641,0.000002101613,0.001419559,0.06301256,0.9221985,0.0006393729,0.00008608567,0.0003269855],"study_design_scores_gemma":[0.0004430708,0.000142986,0.9904697,0.000007455002,0.000004135392,0.000001271779,0.0002154086,0.003703982,0.003568765,0.0007750884,0.0004724161,0.0001957543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930021,0.00001681296,0.0008095375,0.003708642,0.000007046463,0.0006474626,0.0001217236,0.00007033004,0.001616309],"genre_scores_gemma":[0.9966556,0.000002856284,0.001381252,0.0008818749,0.0000723809,0.0008113034,0.0001421261,0.000007357381,0.0000452413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9793299,"threshold_uncertainty_score":0.9119767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535475256222446,"score_gpt":0.2473951205766778,"score_spread":0.2120403680144534,"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."}}