{"id":"W2761500385","doi":"10.18429/jacow-linac2016-thplr023","title":"The ARIEL Radioactive Ion Beam Transport System","year":2017,"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":"Ion beam; Environmental science; Beam (structure); Physics; Optics","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":[0.00009911106,0.00007937775,0.00008653839,0.00000937445,0.0004206581,0.00009447752,0.0002285542,0.00004709598,0.000002201895],"category_scores_gemma":[0.00000729764,0.00005604614,0.0000434641,0.00002127763,0.0000375442,0.0001453248,0.000009386886,0.00009703032,0.00002756844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005489656,"about_ca_system_score_gemma":0.000008316945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004389491,"about_ca_topic_score_gemma":0.0000529606,"domain_scores_codex":[0.9995539,0.000004581687,0.0001013211,0.00007916021,0.00008595602,0.0001750519],"domain_scores_gemma":[0.9995078,0.00002041404,0.00002851312,0.0003792008,0.00001657855,0.00004743495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003626807,0.0003382066,0.2950201,0.001086745,0.001853817,0.0005788807,0.005985665,0.08352912,0.2428897,0.09062093,0.01830224,0.2594318],"study_design_scores_gemma":[0.001192077,0.00007217631,0.4983981,0.0001105689,0.0001069505,0.00003751328,0.0007812946,0.3835301,0.06976967,0.0003103342,0.04500745,0.0006837681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847185,0.0001260497,0.00171569,0.00008162847,0.00079757,0.00009923499,0.000007240852,0.0001797274,0.01227438],"genre_scores_gemma":[0.9995295,0.0000295651,0.00005235603,0.000006524822,0.0001609834,0.00001479011,0.000001492012,0.00001605085,0.0001887733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.300001,"threshold_uncertainty_score":0.3235405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00926896810102687,"score_gpt":0.2096965288823958,"score_spread":0.200427560781369,"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."}}