{"id":"W7037681412","doi":"","title":"Experimental and numerical study of coflow laminar DME/air and methane/air diffusion flames","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soot; Diffusion flame; Laminar flow; Incandescence; Combustion; Volume (thermodynamics); Methane; Diffusion; Premixed flame","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001270128,0.00009917274,0.0002194411,0.00007755378,0.0001507177,0.00003707319,0.00007354761,0.00001870213,0.001133937],"category_scores_gemma":[0.0000524952,0.00007330009,0.00003518094,0.00002779948,0.0001846488,0.00006745384,0.00009687041,0.00007423918,0.000007495095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127953,"about_ca_system_score_gemma":0.00000980715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779851,"about_ca_topic_score_gemma":0.00004685164,"domain_scores_codex":[0.9991759,0.00006565543,0.0001697533,0.0001826184,0.000247782,0.0001582649],"domain_scores_gemma":[0.9996188,0.00007725386,0.0000420563,0.0001192356,0.00005365855,0.00008899012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006334569,0.008177851,0.02503137,0.0002479575,0.0008517787,0.0001363135,0.6820916,0.00001004948,0.1401706,0.05819535,0.008245909,0.07620772],"study_design_scores_gemma":[0.0142824,0.01131697,0.0175812,0.0002160769,0.0006801492,0.00003290368,0.475769,0.02672702,0.123132,0.01142293,0.3168656,0.00197369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850875,0.0003027471,0.0000144097,0.0002066795,0.0000343319,0.0001234371,0.000007600469,0.00001784955,0.0142054],"genre_scores_gemma":[0.9967769,0.00002076906,0.0001461676,0.00004902774,0.0003511146,0.00001186404,0.000003517923,0.000008762056,0.002631837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086197,"threshold_uncertainty_score":0.9997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430793506389982,"score_gpt":0.2821112116093482,"score_spread":0.2578032765454484,"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."}}