{"id":"W7134144667","doi":"","title":"Low-order methodology for the design of propellers with serrated trailing edges","year":2025,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airfoil; Trailing edge; Serration; Noise (video); Leading edge; Sawtooth wave; Propeller; Rake; Rotor (electric); Computational fluid dynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008325283,0.0009123064,0.0006785622,0.0007193527,0.0004296018,0.0009563778,0.0009234467,0.0007057546,0.004182891],"category_scores_gemma":[0.00131503,0.0006391692,0.001022942,0.0003482208,0.0005189946,0.0005712719,0.0006456117,0.001029592,0.001437251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867874,"about_ca_system_score_gemma":0.001532487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305811,"about_ca_topic_score_gemma":0.003628808,"domain_scores_codex":[0.9997035,0.00006700664,0.00001493319,0.00003199464,0.0001601831,0.00002242443],"domain_scores_gemma":[0.999513,0.0001859965,0.00008384943,0.00004204626,0.0001549244,0.00002012434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002153285,0.00005157233,0.0004723106,0.0002511734,0.00001845365,0.0001077243,0.0001152881,0.9268823,0.01394359,0.01707975,0.0007124787,0.04034399],"study_design_scores_gemma":[0.000005198836,0.00003746287,0.00005160113,0.0000101197,0.000003567803,0.00001263015,0.00001065853,0.995307,0.0008636019,0.001676574,0.002017155,0.000004364407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003494979,0.000107873,0.9934773,0.00002767836,0.00001992602,0.00007063106,0.00002145044,0.0001329724,0.00264707],"genre_scores_gemma":[0.2435666,0.000692277,0.7450911,0.00008566953,0.00005096901,0.000624307,0.0001777387,0.0002648764,0.00944649],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004182891,"threshold_uncertainty_score":0.0139932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316536309362757,"score_gpt":0.3044447124917752,"score_spread":0.2512793493981477,"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."}}