{"id":"W4399271251","doi":"10.2514/6.2024-3322","title":"Installation and Manufacturing Effects of Propeller Trailing Edge Serrations","year":2024,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; École de Technologie Supérieure","funders":"","keywords":"Trailing edge; Propeller; Marine engineering; Computer science; Engineering; Structural engineering","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":[0.0007441428,0.0007889952,0.0003463026,0.0006073777,0.0002705891,0.0004890642,0.0003942271,0.0003797478,0.001087039],"category_scores_gemma":[0.002923529,0.0003695618,0.0004570821,0.000269621,0.0004846564,0.000438832,0.0003817533,0.0003546895,0.000204639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569427,"about_ca_system_score_gemma":0.0001626134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005232884,"about_ca_topic_score_gemma":0.0006406185,"domain_scores_codex":[0.9992505,0.0001357608,0.00007028566,0.0001403194,0.0002885567,0.0001146249],"domain_scores_gemma":[0.9960633,0.001926337,0.0008952479,0.000495164,0.000522188,0.00009768124],"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":[0.00114133,0.0001743131,0.009824129,0.0005446207,0.00004447666,0.001148073,0.0002596505,0.03409526,0.9063537,0.0003481508,0.0001962964,0.04586993],"study_design_scores_gemma":[0.00005502488,0.004966715,0.06508448,0.00004678483,0.0002403125,0.0008438871,0.0002662306,0.02671382,0.8982444,0.0001568291,0.003293057,0.00008844608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814808,0.0004723925,0.0157315,0.00003202755,0.0001229523,0.00003713412,0.00005877166,0.0002249176,0.001839325],"genre_scores_gemma":[0.9941167,0.0001674202,0.005075954,0.00002045958,0.00001368385,0.000007458319,0.00002996093,0.00003601096,0.0005324158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001087039,"threshold_uncertainty_score":0.003935456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00461450701658989,"score_gpt":0.1923888373124453,"score_spread":0.1877743302958554,"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."}}