{"id":"W4243665720","doi":"10.1016/s0958-2118(03)10016-x","title":"Cuno reports record Q3 results","year":2003,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Art; Filtration (mathematics); Engineering; Art history; Forensic engineering; History; Archaeology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001708425,0.0001123158,0.0001401049,0.0001633118,0.00004692454,0.0000119751,0.00006855981,0.000173557,0.00009212801],"category_scores_gemma":[0.0003067015,0.0001190599,0.00002501226,0.00040333,0.00003838933,0.00007544714,0.000006228342,0.0001898129,0.0001050726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004216279,"about_ca_system_score_gemma":0.0000175991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002603126,"about_ca_topic_score_gemma":0.00002274311,"domain_scores_codex":[0.9991506,0.00001637785,0.0003245495,0.000182793,0.00008031485,0.0002453172],"domain_scores_gemma":[0.999525,0.00002778917,0.00004801317,0.0003317379,0.00003404324,0.00003347118],"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":[0.00005178542,0.00009346337,0.001001357,0.0001099107,0.0001137163,0.0002851255,0.0005864861,0.004738799,0.8437644,0.04006943,0.0415049,0.06768066],"study_design_scores_gemma":[0.0008083319,0.0001577809,0.0001917187,0.00002306355,0.000019405,0.0004961325,0.000169394,0.003781342,0.7382997,0.01398056,0.2416291,0.0004434958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104782,0.0003237658,0.02662889,0.001608047,0.001629221,0.0004284485,0.000009152164,0.004668226,0.1542261],"genre_scores_gemma":[0.9916984,0.0000752159,0.007240674,0.00005956691,0.00001621539,0.00003304568,0.00001823394,0.00002418966,0.0008344524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001242,"threshold_uncertainty_score":0.4855122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207430588787028,"score_gpt":0.2015439124244029,"score_spread":0.1953364818356159,"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."}}