{"id":"W4389951088","doi":"10.1038/s41598-023-48571-x","title":"Rapid seasonal changes in phenotypes in a wild Drosophila population","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science; Toyota Foundation; Sumitomo Foundation","keywords":"Biology; Population; Phenotype; Ecology; Drosophila (subgenus); Adaptation (eye); Wing; Confounding; Phenotypic trait; Phenotypic plasticity; Zoology; Genetics; Demography; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600199,0.000161302,0.0001796804,0.0005602492,0.0002385272,0.0001925417,0.0001785726,0.0001630497,0.0005462832],"category_scores_gemma":[0.000250666,0.0001236542,0.0001700009,0.0001724858,0.0002167188,0.0001343799,0.000198102,0.0002319746,0.00009802367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593773,"about_ca_system_score_gemma":0.00008264574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258806,"about_ca_topic_score_gemma":0.003898496,"domain_scores_codex":[0.9998794,0.00001640178,0.00001068478,0.00005958163,0.00001960025,0.00001431187],"domain_scores_gemma":[0.9997993,0.00003033856,0.00006358953,0.00002814034,0.00002715341,0.00005144738],"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":[0.0003926153,0.0001121345,0.1019114,0.00003344845,0.00006154383,0.0001952258,0.0002459562,0.0001316738,0.8925392,0.00006638438,0.0000887774,0.004221705],"study_design_scores_gemma":[0.00001599253,0.000520271,0.9811179,0.000004470965,0.00003238411,0.0004660193,0.0002205255,0.0003326059,0.01679443,0.00004371482,0.0004381369,0.00001344425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995422,0.0000446194,0.0001236952,0.000004189261,0.000001096853,0.000004140715,0.0001299007,0.000005207259,0.0001449988],"genre_scores_gemma":[0.9986145,0.00005123961,0.0004888996,0.00002829137,0.000002781155,0.00002147304,0.0004970075,0.00000668674,0.0002890085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258806,"threshold_uncertainty_score":0.002502918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246802688667946,"score_gpt":0.2382424421402967,"score_spread":0.2135621732735021,"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."}}