{"id":"W4292772857","doi":"10.2139/ssrn.4196507","title":"Effects of Primary Air Ratio on Combustion Characteristics of a 1050 Mw Double-Tangential Circular Coal-Fired Boiler Under Ultra-Low Load","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Boiler (water heating); Coal; Combustion; Waste management; Primary (astronomy); Environmental science; Coal fired; Nuclear engineering; Materials science; Engineering; Chemistry; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005817693,0.0001914311,0.0003378279,0.0001663761,0.000142779,0.00001487863,0.0002148254,0.00007715843,0.0000591132],"category_scores_gemma":[0.00001697929,0.0002121908,0.000174477,0.0002248058,0.00003899966,0.00008587717,0.00002737805,0.001381617,0.000004924599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959358,"about_ca_system_score_gemma":0.0007397758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158236,"about_ca_topic_score_gemma":0.00002097738,"domain_scores_codex":[0.9980009,0.00009334974,0.0004480497,0.0001445233,0.0005331007,0.0007801021],"domain_scores_gemma":[0.9993861,0.00006637162,0.0002061584,0.000180002,0.00009571183,0.00006564699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001859696,0.001335365,0.001344233,0.001176531,0.001641286,0.00004804078,0.0008983826,0.5032835,0.4213066,0.04484291,0.0005062478,0.02175719],"study_design_scores_gemma":[0.09111492,0.0139547,0.2191488,0.001839561,0.004042685,0.004460311,0.005318998,0.415408,0.1876796,0.04212358,0.007321987,0.007586888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497261,0.0008487492,0.04788269,0.00006904738,0.0008302318,0.0002792389,0.00001931334,0.00007061855,0.0002739917],"genre_scores_gemma":[0.9985592,0.0009643552,0.00001643311,0.00005825502,0.000115574,0.00001519937,0.00005800828,0.00004537533,0.0001675588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336271,"threshold_uncertainty_score":0.8652888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004237245286783695,"score_gpt":0.1847580886817842,"score_spread":0.1805208433950005,"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."}}