{"id":"W1966507292","doi":"10.1016/j.jinsphys.2010.09.002","title":"Rapid changes in desiccation resistance in Drosophila melanogaster are facilitated by changes in cuticular permeability","year":2010,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Desiccation; Biology; Drosophila melanogaster; Water content; Desiccation tolerance; Respirometry; Animal science; Botany; Horticulture; Biochemistry","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":[0.000332076,0.0001231252,0.0002936021,0.00007457421,0.00002493071,0.000005283474,0.0002163799,0.0001404843,0.0003162764],"category_scores_gemma":[0.0002296867,0.00008920876,0.000043848,0.000321713,0.0002311842,0.0001068924,0.00006130135,0.0004619176,0.00001404931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134894,"about_ca_system_score_gemma":0.00000983731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009795227,"about_ca_topic_score_gemma":0.009337189,"domain_scores_codex":[0.9988788,0.0001889287,0.000324915,0.0002283434,0.0001359499,0.0002430104],"domain_scores_gemma":[0.999449,0.0001328358,0.000206597,0.0001296818,0.00002100492,0.0000609349],"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":[0.0001457699,0.0002720185,0.02124332,0.000009905811,0.000002444495,0.000006671862,0.0002968519,0.00004610991,0.9773833,0.000009224538,0.0001542202,0.0004301306],"study_design_scores_gemma":[0.0004649007,0.0001728635,0.9322634,0.00002896582,0.000002215685,0.000003371704,0.00008796198,0.00006240283,0.06000817,0.006237774,0.0005600071,0.0001080095],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974103,0.0001042115,0.000001650489,0.002170717,0.00007195539,0.0001172925,0.00001170032,0.000004154009,0.0001080435],"genre_scores_gemma":[0.9992709,0.0001025501,0.0001975562,0.0003391403,0.00004056503,0.0000146312,0.00000856354,0.000004002987,0.00002213197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9173751,"threshold_uncertainty_score":0.521037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092393720100986,"score_gpt":0.2272422733656174,"score_spread":0.2063183361646075,"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."}}