{"id":"W2134813130","doi":"10.48550/arxiv.hep-ph/0611247","title":"Monte Carlo Generators","year":2006,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Parton; Hadronization; Event (particle physics); Monte Carlo method; Particle physics; Physics; Parton shower; Statistical physics; Matrix (chemical analysis); Computer science; Quantum chromodynamics; 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":[0.002709902,0.0009774882,0.001169672,0.001520679,0.001346569,0.00338741,0.003137934,0.001733159,0.0392931],"category_scores_gemma":[0.01176304,0.0008188296,0.001249213,0.001414009,0.001294644,0.003321418,0.002069371,0.002205976,0.009421681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396475,"about_ca_system_score_gemma":0.001434962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008188472,"about_ca_topic_score_gemma":0.001022308,"domain_scores_codex":[0.9980692,0.00071381,0.0001104715,0.0002982513,0.0006158564,0.0001924728],"domain_scores_gemma":[0.9967266,0.001708626,0.0001413965,0.0007934877,0.0004748296,0.0001550263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007316126,0.00004294768,0.0004363065,0.00006573267,0.00002822256,0.00008723699,0.00006868389,0.02617784,0.0006045041,0.9417497,0.008632927,0.02203274],"study_design_scores_gemma":[0.00007970621,0.00004288173,0.0001468166,0.00003771258,0.00001995221,0.0001593171,0.00002962941,0.1507861,0.001954929,0.8120655,0.0346425,0.00003505787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01058144,0.0006923364,0.9065124,0.0008068429,0.0006737212,0.0006638108,0.001533229,0.003619448,0.07491669],"genre_scores_gemma":[0.3443759,0.001337331,0.5868083,0.0008489768,0.0007962403,0.002844409,0.004399585,0.003898602,0.05469069],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0392931,"threshold_uncertainty_score":0.1314486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326903706515504,"score_gpt":0.2363353181913915,"score_spread":0.2230662811262364,"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."}}