{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475319,0.0001174593,0.0002881744,0.00005154057,0.0002626184,0.00008093735,0.0004992212,0.00002218162,0.0003773872],"category_scores_gemma":[0.00001672498,0.00009746673,0.00008275022,0.0001749995,0.0001310718,0.0003014109,0.0001328867,0.0002236781,0.0001700335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611176,"about_ca_system_score_gemma":0.00005206204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003683281,"about_ca_topic_score_gemma":0.000007694562,"domain_scores_codex":[0.9988415,0.00007248206,0.0002673423,0.0002438051,0.0003260689,0.0002487885],"domain_scores_gemma":[0.9984679,0.00002731952,0.0002265516,0.0009650993,0.0002332431,0.00007985182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003700378,0.001243087,0.008491498,0.001325334,0.0001978038,0.000001915065,0.0004980394,0.00003466773,0.01102832,0.8836511,0.0141215,0.07936969],"study_design_scores_gemma":[0.002809521,0.000409634,0.03553259,0.0173894,0.0003547923,0.000003203802,0.0008095528,0.0008689333,0.001913761,0.07571655,0.8627117,0.001480357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5503608,0.002609008,0.0003082427,0.003532086,0.0000751139,0.002870059,0.00008868788,0.0000537786,0.4401022],"genre_scores_gemma":[0.9986511,0.0006226259,0.0003493901,0.0000291111,0.00006615861,0.00005049264,0.00001624781,0.00003771703,0.0001770847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8485902,"threshold_uncertainty_score":0.4132124,"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."}}