{"id":"W2278364189","doi":"10.6084/m9.figshare.873638.v1","title":"High intensity beam studies with the KURRI FFAGs","year":2013,"lang":"en","type":"article","venue":"Figshare","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensity (physics); Computer science; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004292463,0.0004574435,0.0006193028,0.001739122,0.001904238,0.001634849,0.001102781,0.0007290749,0.01747558],"category_scores_gemma":[0.000844714,0.0004057894,0.0005962782,0.002032531,0.0006403975,0.0009527217,0.001815681,0.00115188,0.00510734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810549,"about_ca_system_score_gemma":0.001003355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100865,"about_ca_topic_score_gemma":0.01485056,"domain_scores_codex":[0.9989154,0.0002190386,0.00003012824,0.0001379304,0.0004763381,0.0002211219],"domain_scores_gemma":[0.9991326,0.00007251913,0.00004387648,0.0001619628,0.0004609546,0.0001281675],"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":[0.007912447,0.001254667,0.0523591,0.0006789495,0.0004138237,0.001361053,0.005195822,0.005303874,0.6326241,0.02425074,0.1171509,0.1514947],"study_design_scores_gemma":[0.001419526,0.004853556,0.172606,0.0002320544,0.0003654498,0.001150085,0.002484613,0.009101466,0.3225608,0.003785428,0.4811306,0.0003103609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6708387,0.003395277,0.0245618,0.005187509,0.0009312495,0.0007803002,0.0140242,0.00221215,0.2780688],"genre_scores_gemma":[0.8405683,0.001392361,0.02852587,0.0008396368,0.000231688,0.0003304068,0.009865564,0.00120393,0.1170423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747558,"threshold_uncertainty_score":0.05846161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674478425962709,"score_gpt":0.2187319243670614,"score_spread":0.1919871401074343,"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."}}