{"id":"W2053868262","doi":"10.1080/00223131.2000.10874925","title":"Overview of Recent Research Activities of Monte Carlo Simulation in Japan","year":2000,"lang":"en","type":"article","venue":"Journal of Nuclear Science and Technology","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Monte Carlo method; Monte Carlo molecular modeling; Dynamic Monte Carlo method; Quantum Monte Carlo; Statistical physics; Computer science; Physics; Markov chain Monte Carlo; Mathematics; Statistics","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":[0.003855504,0.0007994046,0.001010972,0.003916592,0.001042538,0.002533301,0.001548615,0.001272597,0.004291375],"category_scores_gemma":[0.005683255,0.0008733606,0.001183248,0.006527619,0.001118001,0.004070289,0.001478376,0.001564209,0.001521888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334012,"about_ca_system_score_gemma":0.003871934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009561882,"about_ca_topic_score_gemma":0.004878607,"domain_scores_codex":[0.9977191,0.0006202044,0.0002311225,0.0003619708,0.0009126393,0.0001549444],"domain_scores_gemma":[0.9951524,0.001596101,0.0002199196,0.0004260254,0.002344727,0.0002607775],"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":[0.0001956115,0.0001521168,0.006326231,0.004387293,0.0001787296,0.000264885,0.0006738367,0.01811597,0.002550142,0.1117658,0.02989536,0.825494],"study_design_scores_gemma":[0.00004544079,0.0001674281,0.004470207,0.001515289,0.0002401384,0.0006835983,0.0004527678,0.04249938,0.004198118,0.0346535,0.9109441,0.0001300586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01242313,0.740297,0.1490531,0.007255862,0.002674364,0.0001757755,0.000315837,0.000718749,0.08708614],"genre_scores_gemma":[0.0932152,0.7786673,0.1072438,0.001437153,0.003117916,0.000266655,0.001074885,0.000536144,0.014441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009561882,"threshold_uncertainty_score":0.02039015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05128048305178123,"score_gpt":0.3157758048827699,"score_spread":0.2644953218309887,"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."}}