{"id":"W4391508761","doi":"10.1016/j.jtherbio.2024.103789","title":"Effects of a high cholesterol diet on chill tolerance are highly context-dependent in Drosophila","year":2024,"lang":"en","type":"article","venue":"Journal of Thermal Biology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities","keywords":"Cholesterol; Acclimatization; Biology; Drosophila melanogaster; Context (archaeology); Cross-tolerance; Internal medicine; Endocrinology; Botany; Medicine; Biochemistry; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003237567,0.0001649638,0.0005124836,0.0002834094,0.00004191922,0.00001159458,0.0004775271,0.0001907024,0.00002311351],"category_scores_gemma":[0.0003343,0.0001110506,0.0001694711,0.0001862855,0.0003423054,0.0001128217,0.00009111632,0.0008673266,0.00004236371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003259138,"about_ca_system_score_gemma":0.00004915593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352106,"about_ca_topic_score_gemma":0.000003506039,"domain_scores_codex":[0.9980318,0.0007705287,0.0004536524,0.000306384,0.0001189475,0.0003186856],"domain_scores_gemma":[0.9983684,0.001122445,0.0002323379,0.000173463,0.00004048184,0.0000628451],"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":[0.001506662,0.0002221081,0.001232214,0.00006386563,0.00003115263,0.0003476311,0.00009309751,0.0001418033,0.9933221,0.001708331,0.00007837029,0.001252611],"study_design_scores_gemma":[0.001291311,0.004797116,0.08825218,0.0002349324,0.00001392484,0.0001613792,0.000006429474,0.0000332815,0.9026736,0.001963894,0.00045355,0.0001184222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960815,0.001058528,0.000003038064,0.001259378,0.001270223,0.0001758658,0.00002067044,0.00001355642,0.0001171948],"genre_scores_gemma":[0.9979576,0.0002940732,0.000002664287,0.001436115,0.0002332584,0.000008055184,5.501158e-7,0.00001424945,0.00005344714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09064858,"threshold_uncertainty_score":0.4528512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763054629120966,"score_gpt":0.2857400991606167,"score_spread":0.268109552869407,"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."}}