{"id":"W4386457295","doi":"10.3390/sym15091698","title":"Modeling of System Availability and Bayesian Analysis of Bivariate Distribution","year":2023,"lang":"en","type":"article","venue":"Symmetry","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Bivariate analysis; Markov chain Monte Carlo; Frequentist inference; Univariate; Computer science; Quantile; Statistics; Bayesian probability; Markov chain; Parametric statistics; Randomness; Mathematics; Econometrics; Bayesian inference; Multivariate 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":[0.003248546,0.0005743428,0.0009054706,0.001126494,0.0003908493,0.001146613,0.001260515,0.0007598925,0.00147006],"category_scores_gemma":[0.008952827,0.0005866256,0.0007822318,0.001084295,0.001272666,0.001883647,0.001115298,0.001200825,0.0002227247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059672,"about_ca_system_score_gemma":0.001030671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007054117,"about_ca_topic_score_gemma":0.003982783,"domain_scores_codex":[0.9986004,0.000645271,0.00004760665,0.000269936,0.0002913789,0.0001452944],"domain_scores_gemma":[0.9967187,0.002148456,0.0005547989,0.0001887954,0.0002967782,0.00009241641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003598475,0.00002516879,0.003057688,0.00005069068,0.00004659714,0.0001047193,0.0001230176,0.7879773,0.001376936,0.1948867,0.0004561225,0.01185911],"study_design_scores_gemma":[0.000003128071,0.00001013652,0.0005213278,0.000005814465,0.00000819985,0.00003391698,0.000009245331,0.9695445,0.0001543707,0.02936035,0.0003398854,0.000009114494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02005651,0.0001965384,0.9780414,0.0001961199,0.00001142739,0.00001712177,0.00008564896,0.00008752518,0.00130771],"genre_scores_gemma":[0.9025537,0.000864842,0.09289218,0.00007217915,0.00007463047,0.0001175704,0.0002128804,0.00006668176,0.003145279],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007054117,"threshold_uncertainty_score":0.01718014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301783761250996,"score_gpt":0.344559337407548,"score_spread":0.291541499795038,"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."}}