{"id":"W2952773340","doi":"10.1016/j.yrtph.2019.06.001","title":"Investigation of number of replicate measurements required to meet cigarette smoke chemistry regulatory requirements measured under Canadian intense smoking conditions","year":2019,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British American Tobacco","keywords":"Replicate; Cigarette smoke; Toxicology; Smoke; Sidestream smoke; Nicotine; Statistics; Chemistry; Environmental science; Mathematics; Psychology; Biology","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":[0.02590944,0.001145154,0.001778686,0.001987525,0.004386695,0.002926381,0.0033948,0.001872353,0.001795392],"category_scores_gemma":[0.05191233,0.001067738,0.001688314,0.002385719,0.00235441,0.0009833233,0.002194772,0.001417529,0.0008631595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008310888,"about_ca_system_score_gemma":0.01041611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3843218,"about_ca_topic_score_gemma":0.5596076,"domain_scores_codex":[0.9228256,0.01109366,0.004445103,0.008964779,0.04977135,0.002899513],"domain_scores_gemma":[0.9266403,0.01887904,0.005348502,0.007693994,0.04031429,0.001123808],"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":[0.003826584,0.001638522,0.2084246,0.001807968,0.0008738326,0.0008429564,0.006152861,0.01259945,0.6655549,0.002136976,0.003000723,0.09314058],"study_design_scores_gemma":[0.0001278533,0.004295876,0.5347412,0.000186108,0.0007021002,0.000852329,0.003468731,0.01286401,0.4173834,0.0006562124,0.02433335,0.0003888071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963373,0.00286747,0.07513242,0.000936779,0.0003050409,0.003190303,0.00553631,0.0009016905,0.01479265],"genre_scores_gemma":[0.8268469,0.001476413,0.1519661,0.0009048289,0.00007912922,0.003231104,0.006296987,0.0004163167,0.008782176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6156782,"threshold_uncertainty_score":0.7641697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355543488851247,"score_gpt":0.2979182256002632,"score_spread":0.2343627907117507,"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."}}