{"id":"W4206936492","doi":"10.2172/1841400","title":"Alternate Crab Cavity Design","year":2021,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fermilab; High Energy Physics; Office of Science; TRIUMF; U.S. Department of Energy","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002726837,0.0006248194,0.0004573748,0.000583665,0.0005888626,0.001394823,0.001055734,0.001109849,0.01921328],"category_scores_gemma":[0.0008388802,0.0003315557,0.0004727825,0.0003021363,0.0006497335,0.0007986675,0.001622226,0.0006636392,0.004477916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004824922,"about_ca_system_score_gemma":0.0008013006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870913,"about_ca_topic_score_gemma":0.001187974,"domain_scores_codex":[0.9995907,0.00006300035,0.000016138,0.00008703571,0.0001663602,0.00007678993],"domain_scores_gemma":[0.9996837,0.00002698496,0.00003420655,0.0001022887,0.0001090589,0.00004372336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00104873,0.0002253151,0.002772691,0.0006362203,0.0001059659,0.000634292,0.0002948618,0.1482582,0.2606191,0.2468196,0.02067437,0.3179107],"study_design_scores_gemma":[0.0002553503,0.0009422846,0.002977169,0.0001792946,0.0001133651,0.001627001,0.0002861687,0.6575445,0.1021918,0.04594843,0.1877899,0.0001446769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.108412,0.0006955807,0.6599512,0.0006968721,0.000653859,0.0002487616,0.0004582205,0.002034252,0.2268493],"genre_scores_gemma":[0.7164026,0.0002473653,0.2384424,0.0003481375,0.00007663282,0.0003206278,0.0002860913,0.0004709126,0.04340535],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01921328,"threshold_uncertainty_score":0.06427485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690121473150682,"score_gpt":0.2357364985672569,"score_spread":0.21883528383575,"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."}}