{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971746,0.0001746038,0.0004155964,0.00006009065,0.00003192063,0.00002450768,0.0002407761,0.00003883977,0.0002811669],"category_scores_gemma":[0.00003030385,0.0001654067,0.00007113985,0.0003263878,0.00001891283,0.0001235452,0.00003582185,0.0001553132,0.0001524719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000264569,"about_ca_system_score_gemma":0.000002888012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719276,"about_ca_topic_score_gemma":0.00000129386,"domain_scores_codex":[0.9990163,0.00004333566,0.0003103187,0.0001849417,0.0002089445,0.0002361204],"domain_scores_gemma":[0.9992721,0.00003280458,0.00002756098,0.0005049329,0.00003154877,0.0001310331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004702653,0.009454014,0.001915877,0.0274753,0.00101191,0.00007809028,0.004834665,0.009443011,0.08572408,0.2040467,0.04711407,0.6088552],"study_design_scores_gemma":[0.001258486,0.002081861,0.004284031,0.002409649,0.0003096947,0.00001987392,0.000537783,0.06399578,0.0008189118,0.0002457016,0.9226206,0.001417629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742439,0.01351225,0.0002079763,0.00004386948,0.0003948582,0.0006879212,0.000005306999,0.0005776453,0.0103263],"genre_scores_gemma":[0.9966785,0.00277103,0.0003149021,0.0000655683,0.0000670361,0.00001176731,0.00000397286,0.0000823859,0.000004845897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8755065,"threshold_uncertainty_score":0.674509,"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."}}