{"id":"W4400227631","doi":"10.1101/2024.06.28.601156","title":"Glial voltage-gated K <sup>+</sup> channels modulate the neural abiotic stress tolerance of <i>Drosophila melanogaster</i>","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa; Carleton University","funders":"","keywords":"Drosophila melanogaster; Drosophila (subgenus); Neuroscience; Abiotic component; Abiotic stress; Biology; Cell biology; Genetics; Gene; Ecology","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":[0.00004447905,0.00023641,0.0001152118,0.0001084097,0.0001222733,0.0002206316,0.0001446027,0.0001561318,0.0008591858],"category_scores_gemma":[0.00005886086,0.00008714469,0.0001455992,0.00005340555,0.0001849781,0.0001737549,0.0001657596,0.0003227367,0.0002043944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185919,"about_ca_system_score_gemma":0.00008791307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206508,"about_ca_topic_score_gemma":0.002194647,"domain_scores_codex":[0.9999559,0.00000505857,0.000005720292,0.00001119852,0.000009978689,0.00001212345],"domain_scores_gemma":[0.9999292,0.000006827548,0.00002558487,0.000005426975,0.00001188913,0.0000209485],"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":[0.00002863827,0.000002356768,0.0002348912,0.000008672607,0.000001355636,0.00001543971,0.000004931442,0.00001806635,0.9995062,0.00002217809,0.00001291888,0.0001444462],"study_design_scores_gemma":[0.00001384372,0.0001444489,0.04702487,0.000008993462,0.00001762437,0.000147558,0.0001154124,0.001391866,0.949934,0.00007126043,0.001121021,0.000009149117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998068,0.0002330562,0.0006140638,0.00005666874,0.000006910009,0.000007231538,0.0002818628,0.00003591749,0.0006962528],"genre_scores_gemma":[0.9981567,0.0001638653,0.0004221947,0.00005665573,0.000002647066,0.00001097451,0.0002070152,0.00001704233,0.0009628834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001206508,"threshold_uncertainty_score":0.002874196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185755536278218,"score_gpt":0.2448992711702769,"score_spread":0.2230417158074947,"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."}}