{"id":"W4402455278","doi":"10.11159/htff24.185","title":"Evaluation of Jet Sheet Strength Against Vortex Pair Collisions","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vortex; Jet (fluid); Mechanics; Materials science; Physics; Aerospace engineering; Engineering","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":[0.001074908,0.000498111,0.0004835701,0.001553357,0.0004069944,0.0006689315,0.0004375175,0.0004788305,0.001384872],"category_scores_gemma":[0.002879774,0.0001930066,0.0003689936,0.0006446547,0.0005164593,0.0005904408,0.0006800882,0.0004813973,0.000167935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502488,"about_ca_system_score_gemma":0.0001962917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368173,"about_ca_topic_score_gemma":0.0002361115,"domain_scores_codex":[0.9992071,0.00007595666,0.00007828412,0.000105377,0.0004330979,0.0001003001],"domain_scores_gemma":[0.9972217,0.0009254391,0.0007577715,0.0001699647,0.0006725211,0.0002526306],"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":[0.002370199,0.0007398596,0.07000787,0.0007849527,0.0001869061,0.001343725,0.0005175602,0.05235249,0.7990351,0.0008305939,0.0005945094,0.07123624],"study_design_scores_gemma":[0.00006590745,0.006283568,0.134867,0.00009499483,0.0002327514,0.0009473509,0.000589732,0.2055147,0.6494107,0.0005288431,0.001297072,0.000167414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893973,0.0006761863,0.008357897,0.00001855897,0.00004555975,0.00006691927,0.0002162547,0.0001506859,0.001070739],"genre_scores_gemma":[0.9966478,0.0001939129,0.002613109,0.00001163047,0.000009549598,0.00002678997,0.0002118391,0.00001548701,0.0002699395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553357,"threshold_uncertainty_score":0.005684733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031558317732784,"score_gpt":0.2336533792045137,"score_spread":0.2233377960271858,"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."}}