{"id":"W4409225777","doi":"10.1088/1742-6596/2973/1/012013","title":"Monte Carlo simulation of nanolayer shielding for 1 MeV photon and neutron particle","year":2025,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Electromagnetic shielding; Monte Carlo method; Photon; Neutron; Physics; Nuclear physics; Monte Carlo method for photon transport; Computational physics; Dynamic Monte Carlo method; Direct simulation Monte Carlo; 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":[0.0004423049,0.0003662814,0.0006075525,0.0004067757,0.0004546528,0.0005332669,0.0006133275,0.0011742,0.002680019],"category_scores_gemma":[0.001426028,0.0004285084,0.0006087364,0.0005971418,0.0003611799,0.0003104761,0.0002416552,0.0005464525,0.0002389109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008477442,"about_ca_system_score_gemma":0.0009573034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094394,"about_ca_topic_score_gemma":0.007531307,"domain_scores_codex":[0.9998406,0.0000468774,0.000006011051,0.00001788263,0.00005254282,0.00003606779],"domain_scores_gemma":[0.9984698,0.001111508,0.000108688,0.00004976592,0.0001960936,0.00006426924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000642857,0.00003015655,0.0009996875,0.00003347475,0.00001993135,0.00003463818,0.0000167643,0.995557,0.00157413,0.0007430455,0.00008265744,0.0008442915],"study_design_scores_gemma":[0.00001333832,0.00003716296,0.0003801375,0.000004873706,0.000006676658,0.000009191163,0.00001055685,0.9979737,0.001197525,0.0001805007,0.0001808234,0.000005463327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323242,0.0005157537,0.05223962,0.0002092638,0.00006723031,0.00009562245,0.0006401411,0.0003813418,0.01352688],"genre_scores_gemma":[0.9834451,0.000158821,0.01367169,0.00005646943,0.000007094389,0.00009704517,0.0002918081,0.0000620767,0.002209808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094394,"threshold_uncertainty_score":0.02176052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777672020854159,"score_gpt":0.3128947086536603,"score_spread":0.2851179884451187,"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."}}