{"id":"W2282610912","doi":"10.1111/eva.12363","title":"The adaptive potential of subtropical rainbowfish in the face of climate change: heritability and heritable plasticity for the expression of candidate genes","year":2016,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Australian Research Council; Flinders University","keywords":"Biology; Phenotypic plasticity; Candidate gene; Heritability; Adaptation (eye); Genetic variation; Gene; Local adaptation; Ecological genetics; Climate change; Evolutionary biology; Transcriptome; Ecology; RNA-Seq; Genetics; Gene expression; Population","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":[0.0002369625,0.00004919099,0.00007733941,0.000007012502,0.0003137976,0.000001573077,0.0001824127,0.00002482113,0.00002374765],"category_scores_gemma":[0.00003453774,0.00002246359,0.00002474366,0.00008494194,0.0007610581,0.00006942709,0.0001904009,0.00002928343,0.000001117355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002032769,"about_ca_system_score_gemma":0.000004199562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100775,"about_ca_topic_score_gemma":0.000670467,"domain_scores_codex":[0.9994588,0.00006086101,0.0001570536,0.0001199274,0.00009056306,0.0001127993],"domain_scores_gemma":[0.9991296,0.0005963799,0.00009535972,0.0001551714,0.00001438296,0.000009091676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000767817,0.0008172256,0.9174999,0.000112353,0.00007585807,2.218661e-7,0.001718399,0.0009730654,0.02216535,0.0321773,0.008209574,0.01548296],"study_design_scores_gemma":[0.000189542,0.00004611966,0.9936191,0.000006271208,0.00001655203,4.289623e-7,0.0007694672,0.000346819,0.0002951094,0.002475097,0.002206184,0.00002934873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358326,0.0007181898,0.04747846,0.01161695,0.00005542666,0.00318193,0.0003716403,0.00001232493,0.0007325132],"genre_scores_gemma":[0.9978293,0.0007915758,0.0003708409,0.00002757457,0.00001365109,0.0009373514,0.000001642874,0.00000205197,0.00002607523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07611918,"threshold_uncertainty_score":0.2804151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123853507210575,"score_gpt":0.2302326984372727,"score_spread":0.2178473477162152,"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."}}