{"id":"W2131448042","doi":"10.1007/s10751-013-0885-7","title":"High energy beam lines","year":2013,"lang":"en","type":"article","venue":"Hyperfine Interactions","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"","keywords":"Beam (structure); Beam energy; Energy (signal processing); Physics; Materials science; Optics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005875301,0.0005833386,0.0004197069,0.001450574,0.002008404,0.001602975,0.001073631,0.001294227,0.1017608],"category_scores_gemma":[0.0007296921,0.0004712361,0.0002394347,0.001985164,0.0005828608,0.001382798,0.001614659,0.001526101,0.02960814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055264,"about_ca_system_score_gemma":0.0004356235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502816,"about_ca_topic_score_gemma":0.0005713081,"domain_scores_codex":[0.9994037,0.00008563911,0.00001645338,0.0001231156,0.0002558351,0.0001153262],"domain_scores_gemma":[0.9993572,0.0001235896,0.00007572922,0.0001565096,0.000178926,0.0001080126],"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":[0.002640313,0.0003546253,0.01018719,0.0007821136,0.0001508349,0.001236887,0.001066285,0.002789165,0.5169237,0.2084097,0.09408516,0.1613741],"study_design_scores_gemma":[0.0004002076,0.0006788751,0.0174743,0.000178989,0.0000610987,0.00142277,0.0003522542,0.007395961,0.4219089,0.03753784,0.5124685,0.0001203732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1892772,0.003700767,0.08765379,0.003856765,0.0007504348,0.0002809143,0.00664431,0.01056646,0.6972694],"genre_scores_gemma":[0.761787,0.001241277,0.05057788,0.001573519,0.000297925,0.0003997939,0.004342088,0.001404129,0.1783763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1017608,"threshold_uncertainty_score":0.3404237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00568685686696625,"score_gpt":0.206824190357333,"score_spread":0.2011373334903668,"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."}}