{"id":"W4402576960","doi":"10.32388/wg08lv","title":"A Simplified Model for Propeller Thrust in Oblique Flow","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; KU Leuven","keywords":"Propeller; Oblique case; Thrust; Marine engineering; Geology; Flow (mathematics); Mechanics; Physics; Aerospace engineering; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000166641,0.0007967375,0.0006732511,0.0007280598,0.0004944498,0.001179786,0.001331154,0.001486381,0.006367531],"category_scores_gemma":[0.0005647041,0.0003446276,0.0007222497,0.000664783,0.0007031692,0.001438539,0.0007207443,0.0008840157,0.002077673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000594684,"about_ca_system_score_gemma":0.001048793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148711,"about_ca_topic_score_gemma":0.004260781,"domain_scores_codex":[0.9998311,0.00002427634,0.000007405744,0.00003733221,0.00006669304,0.00003319676],"domain_scores_gemma":[0.9998649,0.00002953093,0.00002705799,0.0000181287,0.00004125803,0.00001910529],"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":[0.00004520817,0.00004973415,0.0006446666,0.00008903947,0.00001206288,0.0002639693,0.00009341337,0.9175419,0.01018858,0.05889132,0.002335607,0.009844424],"study_design_scores_gemma":[0.00001072154,0.00001539634,0.0002099482,0.000006143095,0.000003410699,0.00003715779,0.00001221819,0.9932171,0.0002780718,0.004045027,0.002155934,0.000008915088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08270609,0.001466051,0.8086749,0.00123741,0.0004782928,0.00025905,0.001902429,0.0008376268,0.1024382],"genre_scores_gemma":[0.8557845,0.002678802,0.04120587,0.000464341,0.0003536636,0.000482591,0.001230315,0.0002640896,0.09753569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01148711,"threshold_uncertainty_score":0.02284044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983610112344178,"score_gpt":0.2840558495081908,"score_spread":0.254219748384749,"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."}}