{"id":"W2154894603","doi":"10.1242/jeb.115790","title":"Parallel ionoregulatory adjustments underlie phenotypic plasticity and evolution of<i>Drosophila</i>cold tolerance","year":2014,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenotypic plasticity; Drosophila (subgenus); Biology; Phenotype; Evolutionary biology; Plasticity; Neuroscience; Genetics; Gene","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":[0.0001700852,0.0002986196,0.0002537552,0.000503994,0.0002386746,0.0005058656,0.0004729689,0.0004369933,0.001047755],"category_scores_gemma":[0.0002755685,0.0002114644,0.0002733777,0.0002421156,0.00035969,0.0003953859,0.0005775294,0.0005401084,0.0002991249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007447266,"about_ca_system_score_gemma":0.0001888464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792715,"about_ca_topic_score_gemma":0.00249985,"domain_scores_codex":[0.999882,0.00001436524,0.00001257104,0.00004868951,0.0000201262,0.00002232834],"domain_scores_gemma":[0.9998137,0.00002054371,0.00007269464,0.00001980478,0.00003666121,0.00003654594],"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":[0.0001119313,0.00001491632,0.01594362,0.00009929659,0.00005069234,0.0001694038,0.0001536616,0.0003839796,0.9744331,0.0005151467,0.0002642783,0.007860021],"study_design_scores_gemma":[0.00001846687,0.0001160938,0.9535763,0.00003427591,0.00005097908,0.0004611745,0.0001882918,0.001577025,0.0386475,0.0004864423,0.004792203,0.00005125241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945177,0.00118699,0.001138845,0.0001288428,0.000009195586,0.00001505654,0.0004447949,0.0001050763,0.002453346],"genre_scores_gemma":[0.9971061,0.0005972175,0.0008621356,0.0001791273,0.000009070613,0.00001985895,0.0004000847,0.00003546594,0.0007909553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001792715,"threshold_uncertainty_score":0.005403399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410841817040419,"score_gpt":0.236469381518762,"score_spread":0.2223609633483578,"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."}}