{"id":"W2061818239","doi":"10.1016/j.carbpol.2013.09.101","title":"A review on engineering of cellulosic cigarette paper to reduce carbon monoxide delivery of cigarettes","year":2013,"lang":"en","type":"review","venue":"Carbohydrate Polymers","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"Carbon monoxide; Cellulosic ethanol; Sidestream smoke; Chemistry; Chemical engineering; Waste management; Pulp and paper industry; Smoke; Organic chemistry; Catalysis; Cellulose; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008739624,0.0008675666,0.003191001,0.0004969101,0.00004385457,0.00005990564,0.001805188,0.0003051203,0.0004376064],"category_scores_gemma":[0.0005068816,0.0007342212,0.0004900654,0.001294052,0.000274938,0.0002189723,0.0004774799,0.0002949771,0.00008117985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238031,"about_ca_system_score_gemma":0.0005748508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918197,"about_ca_topic_score_gemma":0.000001218111,"domain_scores_codex":[0.9953428,0.000175154,0.001858615,0.001084059,0.0007685993,0.0007707638],"domain_scores_gemma":[0.996206,0.0003778237,0.001261883,0.001606674,0.0002204764,0.0003270705],"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":[0.00001329381,0.0000632892,1.847482e-7,0.09350851,0.0001029557,0.00001751825,0.0001134558,0.00006916585,0.7872139,0.00007800526,0.0008442336,0.1179755],"study_design_scores_gemma":[0.0001551721,0.0002069974,0.000001033108,0.1878289,0.00138996,0.00002280525,0.00001645119,0.00004150626,0.714392,0.00001143221,0.09452665,0.001407089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01750877,0.9785941,0.000005329671,0.00006622348,0.001558423,0.001546387,0.0001883772,0.0000930681,0.0004393007],"genre_scores_gemma":[0.002636444,0.9959986,0.0001673618,0.0003603186,0.000162533,0.0004075207,0.00003218148,0.0001317715,0.0001032658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1165684,"threshold_uncertainty_score":0.9995109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453687695419323,"score_gpt":0.2728587789467054,"score_spread":0.2483219019925122,"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."}}