{"id":"W4414624064","doi":"10.1139/cjp-2025-0104","title":"Tracking the progression of nonuniform deterioration in a lithium-ion battery by Bragg-edge imaging using the AISTANS compact accelerator-driven neutron source","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tracking (education); Pixel; Neutron; Battery (electricity); Neutron imaging; Column (typography); Spectral line","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001740182,0.0002097599,0.0002129162,0.0004355135,0.0001846049,0.0002780715,0.000258613,0.0003400936,0.000847112],"category_scores_gemma":[0.0003359973,0.000169377,0.00009103493,0.000361365,0.0001932147,0.0003377459,0.0001752538,0.0002230175,0.0001488615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030381,"about_ca_system_score_gemma":0.0001727915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665568,"about_ca_topic_score_gemma":0.004830884,"domain_scores_codex":[0.9999144,0.000006461053,0.000005030347,0.00001585031,0.00004517212,0.00001304327],"domain_scores_gemma":[0.9997826,0.00003541203,0.00004035659,0.00001547692,0.000103789,0.00002225118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001192288,0.00001284208,0.003703698,0.00002815293,0.00000355386,0.0001174598,0.00007319815,0.0001965108,0.9927532,0.00003861836,0.00004432065,0.002909223],"study_design_scores_gemma":[0.000005916785,0.0001287428,0.03034649,0.000007067027,0.00001057158,0.0003691553,0.0001438281,0.005423852,0.9627262,0.00003814355,0.0007897195,0.00001028478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968957,0.0002072012,0.001880902,0.00002878925,0.00000472049,0.000008099444,0.00008641113,0.00005117108,0.0008369429],"genre_scores_gemma":[0.9939428,0.00022939,0.00411735,0.00002150956,0.000002368347,0.00001076486,0.0001266154,0.00002708969,0.001522044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665568,"threshold_uncertainty_score":0.003311813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527480578164949,"score_gpt":0.2728686768612443,"score_spread":0.2575938710795948,"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."}}