{"id":"W4398167389","doi":"10.1152/physiol.2024.39.s1.1967","title":"E-Cigarette Aerosol Inhibition of Compositionally Different Surfactants","year":2024,"lang":"en","type":"article","venue":"Physiology","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aerosol; Chemistry; Environmental chemistry; Environmental science; Biophysics; Biology; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003146308,0.0000825984,0.0001172774,0.000009503631,0.00003282261,0.000004702961,0.00006174375,0.00004125127,0.003805859],"category_scores_gemma":[0.000002095499,0.00006813077,0.00007480088,0.00007128229,0.0001723931,0.0000627617,0.00008546665,0.00007532204,0.0002066699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004876216,"about_ca_system_score_gemma":0.000001447695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001430516,"about_ca_topic_score_gemma":0.000003423447,"domain_scores_codex":[0.9994062,0.00002390148,0.0001278393,0.0002148181,0.0001169906,0.0001102843],"domain_scores_gemma":[0.9997957,0.00003635403,0.00002686358,0.0001072319,0.000001134519,0.00003268801],"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":[0.000007396279,0.00005734361,0.001679036,0.00001828034,0.00002404956,0.000002957642,0.00002884404,0.0003740338,0.9970414,0.00004384449,0.000349873,0.0003729339],"study_design_scores_gemma":[0.00007714945,0.00003722194,0.1056407,0.0000252608,0.00002850017,0.000003173373,0.000008474627,0.0007132443,0.8918403,0.00132858,0.0001956187,0.0001017297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997471,0.0000489607,0.0000681005,0.0001506802,0.00003989372,0.00003103615,0.00002769485,0.00002206795,0.002140616],"genre_scores_gemma":[0.9995248,0.00002493452,0.00003913884,0.00008555629,0.00002730142,0.000005352049,0.00008634677,0.000005867078,0.0002007044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052011,"threshold_uncertainty_score":0.9971048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006355352031908176,"score_gpt":0.2109097159282651,"score_spread":0.2045543638963569,"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."}}