{"id":"W1020036629","doi":"10.2478/cttr-2014-0015","title":"Filtration and Retention Characteristics of Smoke Components in Filters","year":2014,"lang":"en","type":"article","venue":"Beiträge zur Tabakforschung international","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filtration (mathematics); Smoke; Chemistry; Phenol; Turbidity; Sidestream smoke; Chromatography; Analytical Chemistry (journal); Mathematics; Organic chemistry; Statistics","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":[0.0002357444,0.0001967855,0.0001290728,0.0003681728,0.0002152552,0.0002784143,0.0001500682,0.0002041282,0.0007611154],"category_scores_gemma":[0.0003025251,0.0001170697,0.0002566986,0.0002303782,0.000141095,0.000295163,0.0001162766,0.0001690126,0.0001697223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314224,"about_ca_system_score_gemma":0.0001718784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003757691,"about_ca_topic_score_gemma":0.001929097,"domain_scores_codex":[0.9998161,0.00001138997,0.000009960029,0.00005571021,0.00007332753,0.00003347428],"domain_scores_gemma":[0.999783,0.000046755,0.00004218749,0.00001273395,0.00009980262,0.00001556758],"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":[0.00006695588,0.000009673351,0.004001513,0.00001658167,0.000007950953,0.0000192601,0.00004717737,0.0001383733,0.9922759,0.00002472802,0.00001577039,0.003376141],"study_design_scores_gemma":[0.000002069202,0.0001710951,0.0595044,0.00000456556,0.0000215136,0.0001101618,0.00008660809,0.001467449,0.9379961,0.00002344677,0.000603374,0.00000924172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938573,0.0003785834,0.004937675,0.000008593339,0.000004495343,0.000009095525,0.000125328,0.00003042515,0.0006484793],"genre_scores_gemma":[0.9949944,0.0003237942,0.002740777,0.00001394795,0.000003251331,0.00001634193,0.0002990891,0.00001595759,0.001592417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003757691,"threshold_uncertainty_score":0.007471621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762683214506882,"score_gpt":0.207167984981429,"score_spread":0.1895411528363602,"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."}}