{"id":"W2559104695","doi":"10.18429/jacow-srf2015-thpb021","title":"Balloon Variant of Single Spoke Resonator","year":2015,"lang":"en","type":"article","venue":"JACOW","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Spoke-hub distribution paradigm; Computer science; Telecommunications; Engineering; Transport engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002173496,0.00007456969,0.0001267343,0.00004557774,0.00002413705,0.00001970935,0.0001577334,0.00002618572,0.0004988674],"category_scores_gemma":[0.000009666524,0.00006575475,0.00005781989,0.0001281569,0.00002503837,0.00005515026,0.00005622867,0.0001198462,0.0001093275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000343855,"about_ca_system_score_gemma":0.0001624979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002197354,"about_ca_topic_score_gemma":0.000006456728,"domain_scores_codex":[0.9992172,0.00003842439,0.0001285726,0.0001313464,0.0002246831,0.000259818],"domain_scores_gemma":[0.9995052,0.00002248891,0.00004356433,0.0001961713,0.0001007246,0.0001318169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002302205,0.001813172,0.04074581,0.00004388508,0.0002653488,0.00001762444,0.001178634,0.0001172113,0.1329891,0.703939,0.06089706,0.05776295],"study_design_scores_gemma":[0.004691844,0.001211802,0.005282576,0.00005448466,0.00005087278,0.000004955821,0.001098458,0.004020846,0.2108493,0.04408611,0.7280166,0.0006320731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114396,0.000315487,0.00328252,0.0007160341,0.0001829436,0.0002552021,0.00003566441,0.00003526287,0.1837373],"genre_scores_gemma":[0.9956988,8.183371e-7,0.0003745156,0.0000179731,0.0001341913,0.000008194713,0.00001205932,0.00001184114,0.003741621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6671196,"threshold_uncertainty_score":0.5462248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247664910703715,"score_gpt":0.2949628256278943,"score_spread":0.2524861765208572,"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."}}