{"id":"W4387398705","doi":"10.1115/1.4063690","title":"Characterization of a Novel Additive Manufacturing Micromix Nozzle Burning Methane to Hydrogen","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Siemens (Canada); National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Siemens","keywords":"Combustion; Planar laser-induced fluorescence; Methane; Injector; Syngas; Natural gas; Materials science; Hydrogen; Particle image velocimetry; Premixed flame; Hydrogen fuel; Fuel injection; Mixing (physics); Nozzle; Nuclear engineering; Combustor; Mechanics; Mechanical engineering; Chemistry; Laser-induced fluorescence; Organic chemistry; Laser","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846386,0.0002313999,0.0002451384,0.000420165,0.000332104,0.0006296058,0.0004705541,0.0005668573,0.001655382],"category_scores_gemma":[0.0007231898,0.000137434,0.000273562,0.0002536739,0.0002608705,0.0004012272,0.0002596046,0.0002691058,0.0002504703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695097,"about_ca_system_score_gemma":0.0003642111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007609327,"about_ca_topic_score_gemma":0.0009665734,"domain_scores_codex":[0.9996836,0.00001294652,0.0000155727,0.00006327646,0.0001924951,0.00003213527],"domain_scores_gemma":[0.9995993,0.0001126927,0.0001106548,0.00004581262,0.0001016552,0.0000298534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000789308,0.00002459091,0.002035272,0.00006460793,0.000005467656,0.0001906052,0.00006735534,0.0007712999,0.9916216,0.0002186571,0.00009691531,0.004824695],"study_design_scores_gemma":[0.000009738605,0.0004026378,0.009540875,0.00001218421,0.00001056443,0.0001740295,0.00008086413,0.005460463,0.9821396,0.00003155127,0.002125031,0.00001241089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833123,0.000516896,0.01370021,0.00007775472,0.00004808477,0.00008120751,0.0005681682,0.0002582845,0.001437066],"genre_scores_gemma":[0.9860979,0.000148808,0.01189505,0.00002985174,0.000005210615,0.00003353432,0.0003032281,0.00003706467,0.001449382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655382,"threshold_uncertainty_score":0.005537748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007407167819697043,"score_gpt":0.2096872842290396,"score_spread":0.2022801164093425,"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."}}