{"id":"W4206057769","doi":"10.2514/6.2022-0363","title":"Removable additive manufactured combustor vaporizer technology","year":2022,"lang":"en","type":"article","venue":"AIAA SCITECH 2022 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Vaporizer; Combustor; Combustion; Automotive engineering; Computer science; Process engineering; Engineering; Waste management; 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":[0.000288127,0.0004819857,0.0002384708,0.0008100715,0.0002927699,0.0006801806,0.001176171,0.0005584267,0.04049656],"category_scores_gemma":[0.0003313702,0.0003425724,0.0003882813,0.0002097945,0.0002619914,0.0005783648,0.0005658098,0.0007888388,0.01106264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762799,"about_ca_system_score_gemma":0.0003732775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682339,"about_ca_topic_score_gemma":0.001153251,"domain_scores_codex":[0.9996409,0.0000133582,0.000009773351,0.00004684953,0.0002644283,0.00002464295],"domain_scores_gemma":[0.99984,0.00002749772,0.00002002991,0.00004452768,0.00005102505,0.0000168602],"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":[0.0002328131,0.0001156948,0.0008244359,0.0005648089,0.00002257344,0.0004841615,0.00009836008,0.001293484,0.807166,0.008409827,0.02218604,0.1586017],"study_design_scores_gemma":[0.00006015069,0.0005267209,0.00331627,0.00007261629,0.00004535025,0.001403278,0.00004854475,0.006521573,0.7212284,0.0005052214,0.2662244,0.00004744676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2356433,0.004741339,0.4199108,0.001054347,0.004049519,0.001552251,0.007079844,0.02942196,0.2965467],"genre_scores_gemma":[0.5450084,0.002083036,0.1912368,0.0005095094,0.0003516621,0.0005842345,0.004681603,0.001851231,0.2536934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04049656,"threshold_uncertainty_score":0.1354745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002995307732915803,"score_gpt":0.1784102287740235,"score_spread":0.1754149210411077,"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."}}