{"id":"W2892860551","doi":"10.1063/1.5053352","title":"The CANREB project for charge state breeding at TRIUMF","year":2018,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; TRIUMF","funders":"TRIUMF","keywords":"Ion; Nuclear physics; Ion source; Ion beam; Physics; Atomic physics; Range (aeronautics); Bunches; Beam (structure); Electron; Plasma; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955033,0.000182713,0.0001601633,0.00002418993,0.0007254321,0.0002017069,0.000294789,0.00003031444,0.00005427816],"category_scores_gemma":[0.00001505779,0.0001338527,0.00009252897,0.0001244218,0.0002182108,0.0001564562,0.0001257405,0.0001085343,0.00006800071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000443471,"about_ca_system_score_gemma":0.0002244641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373039,"about_ca_topic_score_gemma":0.000008012559,"domain_scores_codex":[0.9989053,0.000004321157,0.0001884738,0.0002985897,0.0001447645,0.0004585251],"domain_scores_gemma":[0.9991739,0.00003831425,0.0001533554,0.0001054289,0.0004605772,0.00006842178],"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":[0.0003825094,0.0001230586,0.04391194,0.00007794278,0.0003493582,4.834735e-7,0.01621442,7.078911e-8,0.2513923,0.5121834,0.07637218,0.09899233],"study_design_scores_gemma":[0.00312469,0.0009551548,0.001292149,0.0001496227,0.0001718696,0.000005214217,0.004960645,0.01739849,0.3080433,0.07581454,0.5867093,0.001374958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905559,0.00004355472,0.05258258,0.0008815161,0.000404101,0.001463993,0.0000925524,0.0001148386,0.05386101],"genre_scores_gemma":[0.9915446,0.000005296465,0.0002112591,0.0001084348,0.0006501374,0.0001836908,0.00001351924,0.00002818199,0.007254861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5103371,"threshold_uncertainty_score":0.5579511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430457586892869,"score_gpt":0.2712430295232441,"score_spread":0.2469384536543154,"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."}}