{"id":"W2609113519","doi":"10.12943/cnr.2016.00030","title":"VALIDATIONS OF GAMMA MEASUREMENTS IN RESEARCH REACTORS WITH MCNP FULL-REACTOR MODELS","year":2017,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Nuclear engineering; Photon; Criticality; Research reactor; Neutron; Nuclear physics; Gamma ray; Intensity (physics); Physics; Environmental science; Materials science; Radiochemistry; Chemistry; Optics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007377581,0.0011053,0.001025687,0.001387001,0.0008491744,0.001848003,0.00354969,0.001170213,0.004368793],"category_scores_gemma":[0.01596941,0.0008057185,0.0008664304,0.001626551,0.0007475787,0.001215482,0.0009315162,0.001136657,0.001625473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318609,"about_ca_system_score_gemma":0.002182639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597145,"about_ca_topic_score_gemma":0.0123386,"domain_scores_codex":[0.9968446,0.0008539568,0.0002298067,0.0003697007,0.001573852,0.0001280252],"domain_scores_gemma":[0.9900959,0.004071302,0.0006327448,0.001246461,0.00383419,0.0001194998],"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":[0.000778046,0.0001591034,0.01025858,0.0006696138,0.0001037228,0.0003042496,0.0004872664,0.93726,0.01117353,0.005149289,0.003085785,0.03057084],"study_design_scores_gemma":[0.0001848687,0.0006012094,0.005712461,0.0002164415,0.0001111517,0.0002223001,0.0002795787,0.9237862,0.05089888,0.0024509,0.01540496,0.0001310088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6101235,0.002783108,0.3135739,0.0005313502,0.0004270954,0.001325656,0.01083696,0.007879617,0.05251896],"genre_scores_gemma":[0.9153948,0.0009950525,0.0759413,0.00009878878,0.00002347433,0.0007790254,0.002608414,0.00105159,0.00310765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597145,"threshold_uncertainty_score":0.03901684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3484328659295536,"score_gpt":0.4270869299942433,"score_spread":0.07865406406468967,"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."}}