{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053432,0.0003684873,0.0003380514,0.0006801442,0.0001999711,0.0007195916,0.000293468,0.0004952168,0.0009970241],"category_scores_gemma":[0.001016443,0.0002197806,0.0002763813,0.0004764993,0.0003916643,0.0003914844,0.0002688481,0.0003021807,0.0001634607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849115,"about_ca_system_score_gemma":0.0003085786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004913844,"about_ca_topic_score_gemma":0.004249239,"domain_scores_codex":[0.9998187,0.0000151321,0.00001021548,0.00003687532,0.00006313575,0.00005583732],"domain_scores_gemma":[0.9996618,0.0001103928,0.00006189637,0.00003374857,0.00008247802,0.0000497164],"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":[0.001235629,0.0002861166,0.03439997,0.0003199288,0.00006003682,0.001494486,0.0004099752,0.3861095,0.5305406,0.004249099,0.001161746,0.03973284],"study_design_scores_gemma":[0.00006768081,0.0006625137,0.05290951,0.0000515163,0.00004463385,0.000306889,0.0004169923,0.7629783,0.179839,0.0005629675,0.002017679,0.0001423016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939149,0.0001436,0.004190723,0.00002149411,0.00001267838,0.00001209104,0.0001333268,0.0000860749,0.001485019],"genre_scores_gemma":[0.9977005,0.00007336725,0.001606333,0.000004832757,0.000001065652,0.00000601552,0.00007740706,0.000008911278,0.0005215033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004913844,"threshold_uncertainty_score":0.009770453,"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."}}