{"id":"W3112208226","doi":"10.1101/2020.12.10.419341","title":"Chill coma onset and recovery fail to reveal true variation in thermal performance among populations of <i>Drosophila melanogaster</i>","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Drosophila melanogaster; Trait; Population; Coma (optics); Replicate; Evolutionary biology; Zoology; Ecology; Demography; Genetics; Statistics; 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":[0.0002924167,0.0002198154,0.0002367555,0.0004279053,0.000215261,0.0004042913,0.0002473262,0.0002395605,0.001289945],"category_scores_gemma":[0.0005112148,0.0001209851,0.000282019,0.0002817363,0.0002964736,0.0002605764,0.0003203606,0.0005144677,0.000264193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236971,"about_ca_system_score_gemma":0.0001040262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478479,"about_ca_topic_score_gemma":0.002912637,"domain_scores_codex":[0.9997067,0.00004887971,0.00003150751,0.0001172817,0.00006103313,0.00003467288],"domain_scores_gemma":[0.9994835,0.00009771853,0.0001606566,0.0001185114,0.00006178868,0.00007785208],"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":[0.0003629384,0.0000773699,0.1519265,0.00005260523,0.0001386887,0.00006474715,0.0002294591,0.0001979312,0.8373553,0.000119725,0.0001921337,0.009282504],"study_design_scores_gemma":[0.000006869285,0.0001537714,0.9322769,0.000006428612,0.00003570789,0.0002387061,0.0001512473,0.0005147456,0.06597295,0.00006995707,0.0005644087,0.000008332836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970807,0.0001722875,0.001389591,0.0000245624,0.000005407744,0.000006609052,0.0005129284,0.00003589764,0.0007719754],"genre_scores_gemma":[0.9980586,0.00003439212,0.0007224356,0.00005035433,0.000002580258,0.00001373026,0.0006333319,0.00002350816,0.0004609991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001478479,"threshold_uncertainty_score":0.004315257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689089851139854,"score_gpt":0.1983087652677061,"score_spread":0.1814178667563076,"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."}}