{"id":"W3094601555","doi":"10.2478/cttr-2020-0008","title":"Robustness of HPHC Reduction for THS 2.2 Aerosol Compared with 3R4F Reference Cigarette Smoke Under High Intensity Puffing Conditions","year":2020,"lang":"en","type":"article","venue":"Contributions to Tobacco & Nicotine Research","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerosol; Robustness (evolution); Chemistry; Sidestream smoke; Cigarette smoke; Context (archaeology); Smoke; Toxicology; Environmental science; Biology; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006871301,0.0002740928,0.0002171209,0.0003226038,0.0002796076,0.0003851251,0.000301931,0.0004485082,0.001165803],"category_scores_gemma":[0.0008384159,0.0001822853,0.0004577643,0.0001549506,0.000339588,0.0002117002,0.0003432841,0.0003538263,0.0002744193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842232,"about_ca_system_score_gemma":0.0002011368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083575,"about_ca_topic_score_gemma":0.002839624,"domain_scores_codex":[0.9990649,0.0001081731,0.00005377351,0.0002057555,0.0004752676,0.00009206378],"domain_scores_gemma":[0.9995846,0.000104924,0.00005921223,0.00006641329,0.0001642601,0.00002062912],"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":[0.0004107484,0.00005110211,0.009057616,0.00005443922,0.00004348895,0.00006129446,0.0001516166,0.000973239,0.9831871,0.00007072032,0.00007228165,0.005866447],"study_design_scores_gemma":[0.000005958435,0.0009702666,0.04631642,0.0000122822,0.0000416386,0.00008634188,0.0001924108,0.002485426,0.9490265,0.00007072865,0.0007758639,0.00001604025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951726,0.0004256023,0.002647748,0.00002217503,0.0000200847,0.00004018145,0.0002651263,0.00004122136,0.001365341],"genre_scores_gemma":[0.9973997,0.0001895752,0.001177742,0.00002974462,0.000009685338,0.00003467467,0.0003353704,0.000013042,0.0008105133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003083575,"threshold_uncertainty_score":0.006131291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0764157324399398,"score_gpt":0.3744084775276563,"score_spread":0.2979927450877164,"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."}}