{"id":"W4392364672","doi":"10.1080/02786826.2024.2321254","title":"Effects of heating power and nicotine concentration on aerosol size distribution of a vaping device","year":2024,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Aerosol; Geometric standard deviation; Particle size; Chemistry; Range (aeronautics); Particle (ecology); Analytical Chemistry (journal); Particle-size distribution; Cascade impactor; Chromatography; Materials science; Composite material","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":[0.0005105488,0.00007712797,0.000134906,0.00002511444,0.0001630026,0.00001959414,0.0001077449,0.00008599979,0.00001521812],"category_scores_gemma":[0.000663365,0.00006496805,0.000009778908,0.0008267959,0.001303779,0.0002422333,0.0001172426,0.000116771,0.000005685543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703879,"about_ca_system_score_gemma":0.00004834061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063584,"about_ca_topic_score_gemma":0.00001579553,"domain_scores_codex":[0.9990283,0.00001980523,0.0001977701,0.0002694853,0.0002369729,0.0002477108],"domain_scores_gemma":[0.9995011,0.0002307099,0.00007327687,0.0001064538,0.00002191501,0.00006654927],"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":[0.00001682038,0.00006773781,0.0089001,0.0002869844,0.00000466224,0.000002779421,0.000871076,0.00001128102,0.9464055,0.01191314,0.0001448381,0.0313751],"study_design_scores_gemma":[0.0003028457,0.0008170372,0.01433146,0.0003570986,0.00001303528,0.00001450587,0.0002238935,0.002651562,0.9799866,0.001015066,0.0001602236,0.0001266722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962528,0.000299781,0.000319624,0.002547102,0.00006275119,0.0002156481,0.000003897192,0.00004643291,0.0002519171],"genre_scores_gemma":[0.9993663,0.00008023857,0.0002773199,0.0002528385,0.000004758816,0.000006543515,7.357241e-7,0.000002949092,0.000008361122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03358112,"threshold_uncertainty_score":0.4803827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074911969679205,"score_gpt":0.2795872844564615,"score_spread":0.2688381647596694,"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."}}