{"id":"W3192759323","doi":"10.32964/tj20.6.405","title":"New learnings and strategies for meeting future recovery boiler particulate emission limits with existing electrostatic precipitators","year":2021,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrostatic precipitator; Boiler (water heating); Particulates; Engineering; Process engineering; Waste management; Chemistry","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":[0.004545861,0.0007870488,0.0004784667,0.0005885215,0.001250853,0.002797563,0.002225695,0.002540365,0.008077087],"category_scores_gemma":[0.004509043,0.0002276616,0.0006198898,0.0002924019,0.001416725,0.006044436,0.002177508,0.00314838,0.002215932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106722,"about_ca_system_score_gemma":0.003091498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471504,"about_ca_topic_score_gemma":0.00376127,"domain_scores_codex":[0.9987796,0.0003711928,0.00005742064,0.0001533111,0.0004652059,0.0001733333],"domain_scores_gemma":[0.9976331,0.0008327871,0.0001552091,0.0001991142,0.0006705431,0.0005092862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002074303,0.002134158,0.004158981,0.001760792,0.00006215773,0.0005621139,0.00268624,0.02189321,0.0135604,0.08481955,0.04076508,0.82739],"study_design_scores_gemma":[0.0001968743,0.002192468,0.004992608,0.002125334,0.0001164087,0.00111755,0.01394973,0.06463359,0.0318975,0.3015582,0.5769246,0.0002950699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1401617,0.04361046,0.3814074,0.2743925,0.003336011,0.0007740622,0.0003296989,0.00317794,0.1528102],"genre_scores_gemma":[0.4371359,0.039922,0.462523,0.01097181,0.001222943,0.0004907024,0.0003297343,0.0002698934,0.04713395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008077087,"threshold_uncertainty_score":0.02702051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081385342813653,"score_gpt":0.2306786593212521,"score_spread":0.2198648058931156,"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."}}