{"id":"W1966110855","doi":"10.1063/1.3678652","title":"Recent developments of the ion sources at Tri University Meson Factory/Isotope Separator and ACcelerator Facility","year":2012,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; TRIUMF","funders":"","keywords":"Ion source; Separator (oil production); Nuclear physics; Ion beam; Physics; Nuclear engineering; Isotope separation; Particle accelerator; Ion; Accelerator mass spectrometry; Beam (structure); Isotope; Atomic physics; Plasma; Mass spectrometry; Engineering; 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":[0.0003098859,0.00008978762,0.0001674224,0.00003426028,0.000148154,0.00001172268,0.0001889458,0.00003148656,0.00005922833],"category_scores_gemma":[0.00002933638,0.00006910998,0.0000399878,0.0003114547,0.0001002618,0.0001189357,0.000121293,0.00004994859,0.00002429157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009348671,"about_ca_system_score_gemma":0.00002821665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001942735,"about_ca_topic_score_gemma":0.000002948146,"domain_scores_codex":[0.9992639,0.00003041063,0.0002194232,0.0001223546,0.0002111938,0.0001526976],"domain_scores_gemma":[0.9995247,0.00001951204,0.00009767515,0.0002187937,0.00006275216,0.00007659974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001272378,0.0003691013,0.2680367,0.007615239,0.0001927054,2.84389e-7,0.00108357,0.00001411355,0.05676161,0.0004254839,0.006671641,0.6588168],"study_design_scores_gemma":[0.0001988433,0.000004590749,0.05942064,0.0006922285,0.00004940215,0.000001090595,0.00003814859,0.00006913901,0.2429939,0.000006614304,0.696399,0.0001264268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959849,0.002576887,0.000002076372,0.00003282207,0.0003511316,0.0003416656,0.0001977913,0.00001205021,0.0005006772],"genre_scores_gemma":[0.9854537,0.01421863,0.0001367028,0.0000128732,0.00000458973,0.000003975279,0.00002258682,0.000003465032,0.0001434818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6897273,"threshold_uncertainty_score":0.2818224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356262324114621,"score_gpt":0.2270786255586573,"score_spread":0.2035160023175111,"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."}}