{"id":"W4412932193","doi":"10.1038/s41598-025-09534-6","title":"Exposure to elevated relative humidity in laboratory chambers alters fungal gene expression in dust from the International Space Station (ISS)","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Nuclear Safety and Security Commission; National Aeronautics and Space Administration; National Science Foundation","keywords":"Relative humidity; International Space Station; Gene expression; Space (punctuation); Gene; Environmental science; Expression (computer science); Biology; Computer science; Meteorology; Aeronautics; Genetics; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454532,0.000134219,0.0002109671,0.0003052348,0.0001037927,0.00007319231,0.0001181408,0.000125475,0.0001224174],"category_scores_gemma":[0.001355229,0.00009887155,0.00003730944,0.001056793,0.0001549325,0.0001480538,0.0001014212,0.0002800433,0.00001673909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411598,"about_ca_system_score_gemma":0.000368925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003259858,"about_ca_topic_score_gemma":0.0007629034,"domain_scores_codex":[0.9980718,0.0001883455,0.0004372102,0.000681047,0.0003937778,0.0002277763],"domain_scores_gemma":[0.9987301,0.0002005113,0.0001925297,0.0005848103,0.0002150011,0.00007705113],"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":[0.000155133,0.00007404952,0.3305487,0.000006209076,0.00002018712,0.000483158,0.002154108,0.0001448055,0.6473198,0.00002724461,0.0189219,0.0001446646],"study_design_scores_gemma":[0.0007651542,0.00006353792,0.555342,0.0003260859,0.00001552874,0.00001498062,0.0008274347,0.0002530875,0.4285986,0.0006715793,0.01299732,0.0001247189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882665,0.0001820691,0.0001830586,0.004748892,0.005351534,0.0007360873,0.00001783116,0.0000376176,0.0004763803],"genre_scores_gemma":[0.9965388,0.000004075453,0.001258839,0.000424542,0.00005765887,0.00005798866,0.0002348639,0.000009298597,0.001413949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247932,"threshold_uncertainty_score":0.4031865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247579650393766,"score_gpt":0.2826387442372255,"score_spread":0.2701629477332879,"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."}}