{"id":"W4400836103","doi":"10.1088/1742-6596/2784/1/012004","title":"Enhancing VTOL Performance: Shrouded Rotor BLDC Motor Model and Validation","year":2024,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rotor (electric); Computer science; Automotive engineering; Aeronautics; Aerospace engineering; Engineering; Electrical 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":[0.0004356835,0.000534297,0.0005595019,0.0004380925,0.0003850563,0.0007389921,0.0008931682,0.00124988,0.002429951],"category_scores_gemma":[0.0007967732,0.0001891854,0.0005001046,0.0002252082,0.0003864766,0.0003657818,0.0004063089,0.0006024618,0.0004682051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505292,"about_ca_system_score_gemma":0.0006270572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008304,"about_ca_topic_score_gemma":0.005802689,"domain_scores_codex":[0.9998734,0.00003197061,0.000007687177,0.00001890657,0.00005136123,0.00001673345],"domain_scores_gemma":[0.9995041,0.0002034299,0.00008426095,0.00004628511,0.0001444927,0.00001739682],"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":[0.00004001373,0.00004344113,0.001009938,0.0001478315,0.000009891965,0.000101186,0.00004349817,0.9893339,0.003679832,0.0007844305,0.0002408704,0.004565102],"study_design_scores_gemma":[0.000006921904,0.00004885078,0.0001930115,0.00001011223,0.000002270662,0.000008457922,0.00001508649,0.9980713,0.001024842,0.00007334322,0.0005426781,0.000003193026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5566251,0.001278155,0.404208,0.0004705459,0.0001221324,0.0004829168,0.001079638,0.001704859,0.03402863],"genre_scores_gemma":[0.9811227,0.0001591528,0.01557647,0.00002199371,0.000005240411,0.0001416652,0.0002077999,0.00002764223,0.002737347],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01008304,"threshold_uncertainty_score":0.02004874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929603557681929,"score_gpt":0.2424163802509297,"score_spread":0.2231203446741104,"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."}}