{"id":"W2297434009","doi":"10.2172/1081316","title":"Real Time Flame Monitoring of Gasifier and Injectors","year":2012,"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":"Wood gas generator; Combustor; Injector; Combustion; Coal; Waste management; Char; Environmental science; Natural gas; Nuclear engineering; Engineering; Chemistry; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008270256,0.0004797623,0.0003299652,0.0005928749,0.0003078284,0.0006194704,0.0008629403,0.0004949869,0.001417243],"category_scores_gemma":[0.0009172685,0.0002432465,0.0001905069,0.0003101235,0.0002416992,0.0006183282,0.0002958976,0.0003522708,0.0002641887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317761,"about_ca_system_score_gemma":0.000405996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047106,"about_ca_topic_score_gemma":0.004874502,"domain_scores_codex":[0.9991333,0.00008097271,0.00002659682,0.000151585,0.0005606839,0.0000469249],"domain_scores_gemma":[0.9994351,0.0001282971,0.0001052455,0.00004464288,0.0002569155,0.00002988909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004856232,0.00006853673,0.008637435,0.0001290079,0.00001690341,0.00007137248,0.0002227532,0.001188014,0.9499192,0.0001620535,0.0002546876,0.03884453],"study_design_scores_gemma":[0.0000218333,0.0004654462,0.01356577,0.00001404574,0.00001900558,0.0001656125,0.00008435756,0.01036176,0.9729724,0.00004364546,0.002262324,0.00002386395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9145775,0.0007468778,0.07796307,0.00008103046,0.00006695506,0.0001964963,0.000705013,0.002281431,0.003381675],"genre_scores_gemma":[0.9157408,0.0004061186,0.07561997,0.0000839152,0.00001824302,0.00008136816,0.0004452121,0.0001413153,0.007463043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003047106,"threshold_uncertainty_score":0.006058753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371563758638352,"score_gpt":0.247498323987116,"score_spread":0.2237826864007325,"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."}}