{"id":"W1497950161","doi":"10.1002/9780470284704.ch2","title":"Discrete Random Processes","year":2008,"lang":"en","type":"other","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Markov chain; Discrete time and continuous time; Examples of Markov chains; Queueing theory; Markov process; Variable-order Markov model; Markov renewal process; Computer science; Statistical physics; Mathematics; Markov model; Statistics; Physics","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":[0.0008622154,0.001172202,0.001018965,0.0009554063,0.0005369181,0.002945502,0.0009557683,0.001649113,0.02184938],"category_scores_gemma":[0.003968157,0.0003914303,0.0006043827,0.001798676,0.0013341,0.002309938,0.0009610806,0.002644266,0.00718844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113349,"about_ca_system_score_gemma":0.001035789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366744,"about_ca_topic_score_gemma":0.001102558,"domain_scores_codex":[0.9989973,0.0002411684,0.00006518129,0.0002289804,0.0004123359,0.00005518649],"domain_scores_gemma":[0.9989623,0.0005932073,0.00006042185,0.0001800989,0.0001640037,0.00004006175],"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":[0.000009402381,0.00002827975,0.0002098397,0.0001343706,0.00001440635,0.00008321183,0.00008111905,0.006775204,0.0004553017,0.9393192,0.01831633,0.03457336],"study_design_scores_gemma":[0.00003164074,0.00002964582,0.0005648062,0.000184633,0.00001990163,0.0003413982,0.00005150828,0.03668325,0.0005430777,0.7610095,0.200512,0.00002865304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005197135,0.02537079,0.698957,0.00582868,0.003624687,0.000307094,0.002616368,0.0008312779,0.257267],"genre_scores_gemma":[0.2808399,0.08743681,0.2030047,0.004463378,0.006282243,0.001424345,0.006151065,0.00049758,0.4099],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02184938,"threshold_uncertainty_score":0.07309341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273710588632379,"score_gpt":0.2278615014604885,"score_spread":0.2195877908718561,"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."}}