{"id":"W4402556636","doi":"10.1111/jtsa.12775","title":"Mixing properties of non‐stationary multi‐variate count processes","year":2024,"lang":"en","type":"article","venue":"Journal of Time Series Analysis","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Mathematics; Mixing (physics); Random variate; Statistical physics; Applied mathematics; Statistics; Random variable","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":[0.008248173,0.0008163517,0.00100885,0.002228391,0.0007469417,0.002559664,0.002082128,0.00212962,0.002855466],"category_scores_gemma":[0.0339439,0.0006959229,0.001762271,0.001084582,0.003076898,0.003844625,0.002227585,0.003228472,0.0003892482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129598,"about_ca_system_score_gemma":0.0006339647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009895222,"about_ca_topic_score_gemma":0.0005509201,"domain_scores_codex":[0.9978412,0.000769873,0.0001352876,0.0005075198,0.0005185617,0.0002275419],"domain_scores_gemma":[0.9796783,0.01230599,0.003726089,0.001823387,0.001552182,0.0009140369],"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":[0.0001180055,0.00007592941,0.004507834,0.00007263623,0.0000782682,0.0002835369,0.0004461381,0.06128935,0.007720652,0.916539,0.0003695593,0.008499029],"study_design_scores_gemma":[0.00002730311,0.00007132594,0.001821663,0.00002205745,0.00003371201,0.0001784473,0.00007380387,0.7270589,0.002673626,0.2670748,0.0009150604,0.00004925741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1448784,0.0002115261,0.8512787,0.0005313192,0.00004980213,0.00006140342,0.00009939421,0.0001014494,0.00278802],"genre_scores_gemma":[0.9210835,0.0003246282,0.07277794,0.0001547333,0.0001311286,0.000204027,0.0003066444,0.0001025336,0.004914811],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008248173,"threshold_uncertainty_score":0.043621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468209244229193,"score_gpt":0.2599298487632676,"score_spread":0.2452477563209756,"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."}}