{"id":"W4378555606","doi":"10.1016/j.nimb.2023.05.031","title":"Offline development for collinear laser spectroscopy at the SLOWRI facility","year":2023,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"Japan Society for the Promotion of Science","keywords":"Zirconium; Spectroscopy; Isotope; Barium; Beam (structure); Laser; Spectral line; Ion; Radiochemistry; Nuclear physics; Materials science; Analytical Chemistry (journal); Physics; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001877105,0.001592444,0.0006773766,0.001530306,0.001245169,0.001650736,0.002179947,0.000600341,0.08469865],"category_scores_gemma":[0.004288532,0.001100801,0.0008778271,0.00110173,0.0003749405,0.001768311,0.002146771,0.00132049,0.05121835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001614,"about_ca_system_score_gemma":0.002741875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947368,"about_ca_topic_score_gemma":0.004534485,"domain_scores_codex":[0.9985525,0.0001625856,0.00006190433,0.0003384105,0.0005734609,0.0003110684],"domain_scores_gemma":[0.9964538,0.0006509872,0.0001771218,0.000957842,0.001433474,0.0003268065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003386833,0.0004983859,0.01175265,0.001032405,0.0003186508,0.0008793809,0.000895258,0.008397603,0.2575724,0.01405446,0.2206311,0.4805809],"study_design_scores_gemma":[0.000436166,0.0007072628,0.0108416,0.0001648124,0.0001438409,0.0008417163,0.0003330667,0.08126589,0.4955655,0.008631097,0.4008232,0.0002457152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05187653,0.0003711161,0.6700754,0.0006350353,0.0004085708,0.0008070693,0.01536835,0.2154645,0.04499338],"genre_scores_gemma":[0.1776081,0.0003663656,0.6986915,0.0007228821,0.0002548383,0.001190811,0.03625483,0.05226105,0.03264954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08469865,"threshold_uncertainty_score":0.2833452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07062292623780529,"score_gpt":0.4335724618362635,"score_spread":0.3629495355984582,"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."}}