{"id":"W1991799009","doi":"10.1063/1.2805359","title":"The ECRIS charge state breeding project at TRIUMF","year":2008,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"TRIUMF","keywords":"Ion; Electron cyclotron resonance; Atomic physics; Ion source; Nuclear physics; Cyclotron; Physics; Ion cyclotron resonance; Ion gun; Plasma; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002747409,0.0007586509,0.0006796466,0.001198019,0.001050471,0.00111032,0.001088341,0.001044537,0.008155022],"category_scores_gemma":[0.001003606,0.0002423442,0.0006209269,0.0009387647,0.0006566844,0.0009302602,0.001488123,0.0007269695,0.002874094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892744,"about_ca_system_score_gemma":0.002490888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545218,"about_ca_topic_score_gemma":0.001713273,"domain_scores_codex":[0.9988976,0.0002125935,0.00001613546,0.0001794096,0.0003793685,0.0003148428],"domain_scores_gemma":[0.9987772,0.000103178,0.00008600812,0.0001985612,0.0004407218,0.0003943363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004785811,0.001742089,0.02541436,0.00064384,0.0001799544,0.001536482,0.001720551,0.01009807,0.5950055,0.01656263,0.02326214,0.3190487],"study_design_scores_gemma":[0.0006659644,0.009649334,0.04235967,0.00008026038,0.0001354628,0.002897301,0.0004840186,0.01382698,0.7512428,0.002132243,0.1764225,0.000103581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179831,0.002799089,0.03107901,0.001816502,0.0003917653,0.0004977902,0.002893299,0.003108713,0.03943076],"genre_scores_gemma":[0.913425,0.001221163,0.03916093,0.0003463459,0.0001632993,0.0002972953,0.00682056,0.0005455552,0.03801975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008155022,"threshold_uncertainty_score":0.02728122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094337356681427,"score_gpt":0.2581734518062199,"score_spread":0.2272300782394057,"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."}}