{"id":"W2184070031","doi":"","title":"Comparison of Disjoint Decomposition Theorems for Metropolis Algorithms onR.","year":2006,"lang":"en","type":"article","venue":"","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Disjoint sets; Decomposition; Markov chain; Mathematics; Algorithm; Discrete mathematics; Combinatorics; 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":[0.02818181,0.003604517,0.003013601,0.00360628,0.00179071,0.004967057,0.007152365,0.004010689,0.01662453],"category_scores_gemma":[0.1085582,0.001589924,0.003421693,0.002919647,0.004655618,0.01314985,0.009471986,0.007641573,0.004186949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004638842,"about_ca_system_score_gemma":0.004318838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351135,"about_ca_topic_score_gemma":0.001935592,"domain_scores_codex":[0.9856449,0.007465496,0.0006238298,0.00155778,0.003607536,0.00110042],"domain_scores_gemma":[0.9058652,0.06995775,0.003294848,0.0124657,0.005877181,0.002539372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003440354,0.0002248146,0.0008303261,0.0005283731,0.0002395496,0.00006415801,0.0002452121,0.05063087,0.001125517,0.8741965,0.006771508,0.06479906],"study_design_scores_gemma":[0.0000823118,0.0001358098,0.0004047489,0.0001903005,0.0001025973,0.000252018,0.00006794899,0.5555126,0.002402925,0.432873,0.007927196,0.00004849112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005611113,0.003046271,0.9786592,0.0005969172,0.0002481921,0.0001519041,0.0001670823,0.0005502776,0.01096915],"genre_scores_gemma":[0.2313146,0.006111843,0.7407599,0.001670464,0.001234126,0.001054685,0.001668101,0.002907615,0.01327864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02818181,"threshold_uncertainty_score":0.1490414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09943261300254634,"score_gpt":0.4707577356878502,"score_spread":0.3713251226853038,"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."}}