{"id":"W1553763884","doi":"10.2172/823048","title":"REAL TIME FLAME MONITORING OF GASIFIER BURNER AND INJECTORS","year":2003,"lang":"en","type":"report","venue":"","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combustor; Wood gas generator; Combustion; Injector; Environmental science; Range (aeronautics); Nuclear engineering; Waste management; Process engineering; Materials science; Mechanical engineering; Engineering; Chemistry; Aerospace engineering","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":[0.0001589573,0.0002128676,0.0003519222,0.0001557423,0.00001566453,0.00001754955,0.00006617704,0.0002810768,0.0002793369],"category_scores_gemma":[0.00003203563,0.000204111,0.00007425198,0.0001080559,0.00002763374,0.00003684894,0.00002607132,0.0002537452,0.00001908079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941395,"about_ca_system_score_gemma":0.00007145109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056424,"about_ca_topic_score_gemma":0.000004966197,"domain_scores_codex":[0.9990812,0.00001019282,0.0003129539,0.0001564179,0.0002717591,0.0001675015],"domain_scores_gemma":[0.9995142,0.00003032234,0.00005368617,0.0002210348,0.0001093325,0.00007137874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009269075,0.000450821,0.2200352,0.0167947,0.00532195,0.0004914147,0.002589083,0.05213023,0.06870298,0.004406279,0.4085058,0.2204788],"study_design_scores_gemma":[0.002946439,0.000427868,0.1074164,0.003441437,0.001416688,0.001023937,0.001132677,0.1450671,0.01176308,0.0005154445,0.716837,0.008011936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2072644,0.0006019006,0.0003484712,0.000003802537,0.0022125,0.0001659328,0.00002076547,0.0003647446,0.7890175],"genre_scores_gemma":[0.4578305,0.0516009,0.009238417,0.000009073518,0.001860737,0.00004198139,0.0002109443,0.0006101358,0.4785973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3104202,"threshold_uncertainty_score":0.8323403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471914594677369,"score_gpt":0.2403837346161853,"score_spread":0.2256645886694116,"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."}}