{"id":"W2577919954","doi":"10.1139/cjp-2016-0337","title":"Determination of coherent to Compton scattering differential cross section ratios of some inorganic materials with EDXRF","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Radiation Shielding Materials Analysis","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Compton scattering; Scattering; Cross section (physics); Atomic physics; Photon; Absorption cross section; Scattering cross-section; Gamma ray; Optics; Nuclear physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161661,0.0001198528,0.0003964604,0.0001450365,0.0002185235,0.0003587102,0.0003347632,0.00004980711,0.0003660281],"category_scores_gemma":[0.00007690603,0.0001058239,0.00005899821,0.00006907762,0.0001372672,0.0006775276,0.00002480487,0.00005119537,0.00000652832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285482,"about_ca_system_score_gemma":0.0003121359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091997,"about_ca_topic_score_gemma":0.002665664,"domain_scores_codex":[0.9988499,0.00006973339,0.0005509456,0.0001239458,0.0002274116,0.0001780822],"domain_scores_gemma":[0.9977128,0.0000186529,0.001358588,0.0003038766,0.0004168573,0.0001892062],"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":[0.00004147703,0.0000150615,0.00310506,0.00005672816,0.0000205146,0.000004410387,0.0004113866,0.0005484535,0.995155,0.0001672191,0.00003921621,0.0004355177],"study_design_scores_gemma":[0.0003423601,0.0001544707,0.04047953,0.0001282339,0.0000592792,0.00001139529,0.00002873214,0.00004190275,0.958369,0.0002581854,0.00002227599,0.0001045961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941638,0.000005739914,0.004388452,0.0001185191,0.001122362,0.000106904,0.00007639864,0.000003197597,0.00001466755],"genre_scores_gemma":[0.9987247,0.000001924446,0.0005495626,0.00001840472,0.0006586368,0.000002349648,0.000004238922,0.00001651871,0.000023636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737447,"threshold_uncertainty_score":0.4674195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687477881432827,"score_gpt":0.259220024061188,"score_spread":0.2423452452468597,"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."}}