{"id":"W4408073053","doi":"10.1016/j.radphyschem.2025.112661","title":"Exploration of the gamma-ray shielding capabilities of tungsten oxide and chromium-infused silicone rubber composites","year":2025,"lang":"en","type":"article","venue":"Radiation Physics and Chemistry","topic":"Radiation Shielding Materials Analysis","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Rare Disease Foundation; Rob Dollar Foundation","keywords":"Silicone rubber; Tungsten; Composite material; Electromagnetic shielding; Materials science; Chromium; Natural rubber; Silicone; Gamma ray; Metallurgy; Physics; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002828373,0.000296373,0.0001556291,0.0003409731,0.0001511131,0.0002976907,0.0001717092,0.0002503626,0.0007627601],"category_scores_gemma":[0.0003249259,0.0001701157,0.0002290804,0.0002234487,0.0002059569,0.0002201519,0.0001561478,0.0001786252,0.0002294601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199506,"about_ca_system_score_gemma":0.0002470291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003164819,"about_ca_topic_score_gemma":0.0004859031,"domain_scores_codex":[0.9998462,0.00002190434,0.00000562647,0.00002287822,0.00007237533,0.00003104718],"domain_scores_gemma":[0.9998159,0.00005733978,0.00005278692,0.00001447214,0.00004319472,0.0000164309],"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":[0.0001698015,0.00001084561,0.0002724945,0.00004366682,0.000003031344,0.00004531088,0.00003072945,0.0003654836,0.9973822,0.000107349,0.0000119705,0.001557134],"study_design_scores_gemma":[0.000002707681,0.000219304,0.0009999,0.000004278863,0.000009160244,0.00007969591,0.00002912314,0.0008061128,0.9973769,0.00001962141,0.0004494886,0.000003726638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969006,0.0004562376,0.001181394,0.00001279558,0.000004319922,0.000005372232,0.00003501733,0.00002504065,0.001379223],"genre_scores_gemma":[0.9967881,0.0003734529,0.001608415,0.000006872092,0.000001884085,0.000002853323,0.00004489141,0.00001470035,0.001158777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007627601,"threshold_uncertainty_score":0.002551675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007523231948397045,"score_gpt":0.2195371285330104,"score_spread":0.2120138965846134,"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."}}