{"id":"W4412699975","doi":"10.11159/ffhmt25.239","title":"Form and Friction Drag Coefficients of Fine Screens: Streamlined and Rectangular Bar Profiles","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hacettepe Üniversitesi","keywords":"Bar (unit); Drag; Drag coefficient; Parasitic drag; Materials science; Mechanics; Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008577356,0.0001086024,0.0001567764,0.0001277994,0.00004296241,0.00003649669,0.0001002519,0.00005731331,0.00003443198],"category_scores_gemma":[0.00002140849,0.00008381189,0.00003893122,0.0001053645,0.00006455668,0.0001160824,0.00001976492,0.00007355263,2.50858e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001619729,"about_ca_system_score_gemma":0.00001138656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136749,"about_ca_topic_score_gemma":0.000007649002,"domain_scores_codex":[0.9994147,0.000002554695,0.0002075724,0.0001378849,0.0001601289,0.00007709688],"domain_scores_gemma":[0.9997219,0.00001669691,0.000011355,0.00003959716,0.0001822978,0.00002811527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002938578,0.00009217994,0.009492484,0.0005616362,0.0004559155,2.813346e-7,0.0009617482,0.001148051,0.7431582,0.2279327,0.0004543796,0.01544855],"study_design_scores_gemma":[0.0007106513,0.00006339329,0.002367716,0.0002818411,0.00008259198,0.000001448628,0.0003532174,0.9092913,0.08450433,0.002084785,0.0001460871,0.000112586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599507,0.0001570789,0.02613058,0.001092532,0.0001324054,0.0002213015,0.00006336188,0.00004024035,0.01221178],"genre_scores_gemma":[0.9988687,0.000338285,0.0004981097,0.00003512477,0.00001355794,0.0000100509,0.000009090928,0.0000064352,0.000220623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9081433,"threshold_uncertainty_score":0.341775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009153494738346904,"score_gpt":0.2139590173125112,"score_spread":0.2048055225741643,"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."}}