{"id":"W1999803137","doi":"10.1086/657147","title":"The Evolution of Cold Tolerance in <i>Drosophila</i> Larvae","year":2010,"lang":"en","type":"article","venue":"Physiological and Biochemical Zoology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Research Resources; National Institutes of Natural Sciences; National Institutes of Health","keywords":"Biology; Ectotherm; Cold tolerance; Cold hardening; Phylogenetic tree; Drosophila (subgenus); Zoology; Insect; Phylogenetics; Interspecific competition; Evolutionary biology; Ecology; Botany; Genetics; Gene","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":[0.0002329676,0.0002458934,0.0002113099,0.0009746143,0.0004899005,0.0005612216,0.0003552086,0.0003089139,0.0004685176],"category_scores_gemma":[0.000336879,0.0002854461,0.0002142284,0.000336301,0.0004339009,0.0002828629,0.0005375704,0.0005369909,0.0001829569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008070512,"about_ca_system_score_gemma":0.0002319065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858256,"about_ca_topic_score_gemma":0.007544395,"domain_scores_codex":[0.9998436,0.00002851927,0.00001479152,0.00005284979,0.00002963095,0.00003057509],"domain_scores_gemma":[0.9996516,0.0000613323,0.0001314256,0.00002827255,0.0000603664,0.0000669907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001881021,0.00002921865,0.07106833,0.00005516801,0.00005019369,0.0001004474,0.0003123302,0.0003132882,0.9202781,0.0002423828,0.00006037091,0.007302022],"study_design_scores_gemma":[0.000007415001,0.0001377957,0.9845234,0.00001314001,0.00002708996,0.0001708084,0.0001393364,0.0003896383,0.0138779,0.00006641958,0.0006308777,0.0000162461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991564,0.0002002354,0.000131623,0.00001233397,9.084059e-7,0.000003015674,0.00006637217,0.000005755359,0.0004234522],"genre_scores_gemma":[0.9986817,0.0002857315,0.0004076585,0.00005089284,0.000003317105,0.0000107944,0.0002578124,0.00001248392,0.0002895325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002858256,"threshold_uncertainty_score":0.00585556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009741703750577374,"score_gpt":0.2109458161915553,"score_spread":0.2012041124409779,"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."}}