{"id":"W1980371331","doi":"10.1007/s10751-013-0880-z","title":"Rare isotope beams at ISAC—target &amp; ion source systems","year":2013,"lang":"en","type":"article","venue":"Hyperfine Interactions","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"National Research Council Canada; Australian Government","keywords":"Nuclear astrophysics; Physics; Nuclear physics; Beam (structure); Isotope; Ion beam; Nuclear engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003942693,0.0001777193,0.0001797011,0.00008707042,0.0001511064,0.0001319091,0.0001321048,0.00006573836,0.001415787],"category_scores_gemma":[0.00002369997,0.0001675534,0.00007509225,0.000181447,0.00001926753,0.000416426,0.00005308256,0.0002138342,0.003966657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663748,"about_ca_system_score_gemma":0.000007172154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003126345,"about_ca_topic_score_gemma":0.0001000122,"domain_scores_codex":[0.99911,0.00002012086,0.0002781709,0.0001742258,0.0001200572,0.000297429],"domain_scores_gemma":[0.9993774,0.00005234885,0.00003622107,0.0003235037,0.00008433726,0.0001262461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001488057,0.0002133055,0.02738889,0.0001432347,0.0001919243,0.000007329884,0.0006912999,0.3215453,0.4245623,0.0002047643,0.222231,0.002805721],"study_design_scores_gemma":[0.0002564585,0.00002393772,0.003962069,0.00005854718,0.00002575372,0.0001332856,0.0001923892,0.3273955,0.006358312,0.00002473829,0.6612083,0.0003607243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850645,0.0002994371,0.006462025,0.0002347236,0.001667444,0.0002487596,0.00002044085,0.0004672866,0.005535403],"genre_scores_gemma":[0.9892006,0.00002693857,0.0005653123,0.00007992555,0.0003463004,0.000141693,0.00006026049,0.00005092044,0.009528058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389773,"threshold_uncertainty_score":0.9994971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526244186613449,"score_gpt":0.2259572412831232,"score_spread":0.2106947994169887,"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."}}