{"id":"W4413216458","doi":"10.1115/gt2025-154116","title":"OH-PLIF Measurements for Micromixed Flames in a Multi-Injector Burner at Elevated Pressures and Temperatures","year":2025,"lang":"en","type":"article","venue":"","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Siemens (Canada); National Research Council Canada","funders":"","keywords":"Injector; Combustor; Materials science; Combustion; Nuclear engineering; Environmental science; Chemistry; Thermodynamics; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001013721,0.0001391858,0.0001647838,0.0001388937,0.00004505071,0.00004320395,0.00007481829,0.00008194878,0.00002930464],"category_scores_gemma":[0.00005492564,0.0001250903,0.00003503031,0.000133498,0.00001812085,0.00004586459,0.00003654574,0.00008629956,0.000002337471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006833408,"about_ca_system_score_gemma":0.00001031995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003843116,"about_ca_topic_score_gemma":0.001094371,"domain_scores_codex":[0.9993949,0.00001512711,0.0001795238,0.0001655486,0.00006407767,0.0001808453],"domain_scores_gemma":[0.9997364,0.0000494479,0.00001139954,0.0001230862,0.00004504987,0.00003460004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001461817,0.00008416497,0.02955645,0.0003928181,0.0002068425,0.000002637908,0.0003442133,0.006282647,0.9533597,0.0005555328,0.007840247,0.001228531],"study_design_scores_gemma":[0.008768159,0.00003998777,0.1351754,0.0002597926,0.00009203867,0.000004721362,0.0001926384,0.6068668,0.2302138,0.0001608601,0.01745346,0.0007724087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926603,0.001186184,0.00440791,0.0001041383,0.0002902014,0.0005687868,0.000027561,0.0002604607,0.0004944155],"genre_scores_gemma":[0.9939826,0.00005113087,0.00238994,0.00008232953,0.00001069514,0.00006053401,0.00002654761,0.00001824608,0.003378051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.723146,"threshold_uncertainty_score":0.5101035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950949193475849,"score_gpt":0.2538571818358974,"score_spread":0.2343476899011389,"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."}}