{"id":"W4413216152","doi":"10.1115/gt2025-153779","title":"A Novel Swirled Tri-Channel Injector for Hydrogen Combustion","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Injector; Combustion; NOx; Ignition system; Hydrogen; Fuel injection; Materials science; Environmental science; Nuclear engineering; Process engineering; Waste management; Automotive engineering; Mechanical engineering; Aerospace engineering; Chemistry; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005491896,0.0004246222,0.0003741235,0.0004109341,0.0003493215,0.0004536527,0.001222761,0.0004672425,0.002022243],"category_scores_gemma":[0.0002855716,0.0002844664,0.0003429495,0.0001734399,0.0003556518,0.0006541989,0.0005431413,0.0004278529,0.0008831544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709023,"about_ca_system_score_gemma":0.0004972651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005522762,"about_ca_topic_score_gemma":0.0009053862,"domain_scores_codex":[0.9997146,0.0000220964,0.00001382811,0.00008202052,0.0001271606,0.00004028247],"domain_scores_gemma":[0.9997275,0.00004702675,0.00008968551,0.00002286679,0.00007110158,0.00004167269],"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":[0.0003232012,0.0001625438,0.0006258783,0.000168083,0.0000125704,0.0001169079,0.00006422895,0.0007643477,0.982953,0.0008719923,0.0005857124,0.01335162],"study_design_scores_gemma":[0.00004374027,0.0007699988,0.001081793,0.00001229239,0.0000143398,0.000177664,0.00002040391,0.02109937,0.9705889,0.00007893969,0.006066944,0.00004561843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7265182,0.001676915,0.2579917,0.0004262754,0.0004034641,0.0007235793,0.001064866,0.005999519,0.005195423],"genre_scores_gemma":[0.8952079,0.0003784756,0.0967872,0.000164024,0.00005467496,0.000199208,0.0002858563,0.0001386147,0.006784163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002022243,"threshold_uncertainty_score":0.006765068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777342696723152,"score_gpt":0.2631236476128277,"score_spread":0.2453502206455962,"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."}}