{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001924889,0.0000391498,0.00003811454,0.00001992501,0.000026746,0.00002654783,0.00002686544,0.00001690437,0.0008220819],"category_scores_gemma":[0.00000894913,0.00003972153,0.00002259664,0.00006680467,0.000003237545,0.0000834271,0.000008060935,0.00004971629,0.0001656366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685453,"about_ca_system_score_gemma":0.000007246964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359803,"about_ca_topic_score_gemma":0.00002566056,"domain_scores_codex":[0.9997739,0.000006794422,0.00006398008,0.00005239477,0.00003310525,0.0000698826],"domain_scores_gemma":[0.999805,0.00002888954,0.000002597325,0.0001064441,0.00003292175,0.00002411922],"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":[4.479859e-7,0.00001035188,0.00009507507,0.00000307895,0.00001627592,0.000008416939,0.00001822102,0.9724953,0.01610422,0.006592353,0.003294697,0.00136157],"study_design_scores_gemma":[0.00005190793,0.000002787373,0.0003396498,0.000002550468,0.00000289446,0.00001014678,0.000008272744,0.9868912,0.006907887,0.0005698726,0.005159525,0.00005326659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04423097,0.00006156451,0.8568831,0.00007399212,0.0004564767,0.00002831189,0.000003439184,0.0002255279,0.09803659],"genre_scores_gemma":[0.9801466,0.0000319483,0.01456211,0.00005831303,0.00002963051,0.000003299561,0.000005871701,0.000009976412,0.005152187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9359157,"threshold_uncertainty_score":0.900122,"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."}}