{"id":"W2396417417","doi":"10.12943/anr.2014.00037","title":"AN MCNP PARAMETRIC STUDY OF GEORGE C. LAURENCE'S SUBCRITICAL PILE EXPERIMENT","year":2014,"lang":"en","type":"article","venue":"AECL Nuclear Review","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Atomic Energy (Canada)","funders":"Canadian Nuclear Safety Commission; Atomic Energy of Canada Limited","keywords":"George (robot); Nuclear engineering; Nuclear physics; Criticality; Nuclear science; Nuclear fission; Nuclear data; Fission; Parametric statistics; Physics; Engineering; Neutron; Art history; History; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008368969,0.0003724527,0.0005394267,0.0005292098,0.001146044,0.0008229975,0.001401444,0.000954051,0.001716316],"category_scores_gemma":[0.003866301,0.000295199,0.0003537639,0.0007610153,0.001000445,0.0006122826,0.0007609849,0.001056645,0.0001959949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109877,"about_ca_system_score_gemma":0.001037104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694398,"about_ca_topic_score_gemma":0.01393774,"domain_scores_codex":[0.9994497,0.00006852588,0.00001103802,0.00007049033,0.0002865936,0.0001136328],"domain_scores_gemma":[0.9977101,0.00153883,0.0001311245,0.0001724876,0.0003398503,0.0001076673],"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":[0.001242747,0.0005217139,0.01672626,0.0003030201,0.00006081909,0.002220582,0.0009167658,0.897689,0.03050844,0.02170674,0.006327322,0.02177656],"study_design_scores_gemma":[0.00006263175,0.0003501019,0.005379325,0.00002614151,0.00002350488,0.0002637831,0.0003091339,0.9721305,0.01659481,0.001578831,0.0032199,0.00006130061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472129,0.0003503962,0.01338244,0.0006131371,0.00008018355,0.0001297443,0.0006190272,0.0003954914,0.03721676],"genre_scores_gemma":[0.9953864,0.00005608047,0.003297836,0.00005347858,0.000007607572,0.00003541713,0.0001237191,0.00004519974,0.0009942144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01694398,"threshold_uncertainty_score":0.03369075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015237341891611,"score_gpt":0.2414013273000746,"score_spread":0.2312489538811585,"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."}}