{"id":"W2947463602","doi":"10.18429/jacow-linac2018-tupo014","title":"TRIUMF ISAC LINAC Developments and Upgrades","year":2018,"lang":"en","type":"article","venue":"JACOW","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Linear particle accelerator; Computer science; Engineering; Beam (structure)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00277667,0.0007290915,0.000545659,0.00194423,0.001452509,0.001233753,0.001316308,0.0009872834,0.01683693],"category_scores_gemma":[0.001689194,0.000426688,0.0007650459,0.001477738,0.0003834771,0.001215812,0.001340622,0.002026695,0.009053117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067748,"about_ca_system_score_gemma":0.003611197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750102,"about_ca_topic_score_gemma":0.009496096,"domain_scores_codex":[0.9980069,0.0001480902,0.00003852564,0.00020767,0.001286551,0.0003122665],"domain_scores_gemma":[0.9974282,0.00007003575,0.00009701622,0.0003198467,0.001717297,0.0003674748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001835847,0.0004267677,0.02281914,0.0009379471,0.0001513197,0.0008580384,0.001160516,0.01497083,0.2043158,0.02395779,0.1675008,0.5610653],"study_design_scores_gemma":[0.000140994,0.001721,0.02743193,0.0001442231,0.00008244963,0.001355327,0.0001239827,0.01376166,0.06736143,0.0008796011,0.8868548,0.0001424865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3425485,0.01138915,0.1772028,0.00517919,0.003035887,0.001723531,0.01214634,0.04131207,0.4054625],"genre_scores_gemma":[0.5928822,0.003587857,0.2143262,0.00124419,0.000825235,0.001019198,0.02569525,0.00402129,0.1563986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01683693,"threshold_uncertainty_score":0.0563252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009581591881699755,"score_gpt":0.2162822027990816,"score_spread":0.2067006109173818,"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."}}