{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004959914,0.0009093609,0.0006413501,0.001500704,0.001710346,0.001657806,0.00207712,0.001037407,0.03382128],"category_scores_gemma":[0.001804777,0.0003032286,0.0007212301,0.001115559,0.0008371187,0.001281188,0.002705968,0.001268647,0.009806544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007518348,"about_ca_system_score_gemma":0.01753945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041464,"about_ca_topic_score_gemma":0.08898234,"domain_scores_codex":[0.9979801,0.0002519514,0.00001900446,0.0001922519,0.0008382425,0.0007185283],"domain_scores_gemma":[0.9977591,0.0001396908,0.00007765886,0.0002783809,0.0007410081,0.001004149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002241592,0.0006164386,0.008930605,0.0006159553,0.0001366654,0.0008537147,0.0009836945,0.006496673,0.04523347,0.1008196,0.4374191,0.3956525],"study_design_scores_gemma":[0.0004445455,0.0005908004,0.01262947,0.0001557911,0.00004390357,0.0006551755,0.0002594267,0.008730414,0.02705365,0.006061189,0.9432986,0.00007705808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1716303,0.01958793,0.1340182,0.01598883,0.003716299,0.002083557,0.04079083,0.02618123,0.5860027],"genre_scores_gemma":[0.5145925,0.006077622,0.1589809,0.002555203,0.0005874244,0.00103052,0.06566115,0.007252993,0.2432617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1041464,"threshold_uncertainty_score":0.2070803,"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."}}