{"id":"W3159332853","doi":"10.1007/s10959-021-01101-9","title":"Divergence Criterion for a Class of Random Series Related to the Partial Sums of I.I.D. Random Variables","year":2021,"lang":"en","type":"article","venue":"Journal of Theoretical Probability","topic":"Analysis of environmental and stochastic processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Series (stratigraphy); Class (philosophy); Divergence (linguistics); Random variable; Combinatorics; Discrete mathematics; Pure mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005120767,0.000819392,0.001016311,0.002481783,0.0008097844,0.002069925,0.001419648,0.001792034,0.002384615],"category_scores_gemma":[0.02025868,0.0002595442,0.0009386632,0.0009039884,0.002755819,0.002779299,0.001893406,0.002180941,0.0002720825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081449,"about_ca_system_score_gemma":0.001394853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009492885,"about_ca_topic_score_gemma":0.000782123,"domain_scores_codex":[0.9984353,0.0005781049,0.00009188792,0.0001917578,0.0005586068,0.0001443955],"domain_scores_gemma":[0.9892066,0.006761997,0.000882938,0.0003366167,0.001870597,0.0009413008],"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":[0.00007871639,0.00006379014,0.001568561,0.0001213828,0.00006364133,0.0002086852,0.0001087209,0.02417373,0.002748287,0.9606807,0.002144734,0.008039085],"study_design_scores_gemma":[0.0000298671,0.00006066043,0.001258885,0.00003073673,0.00001404361,0.0002945878,0.00004287425,0.4033895,0.0004953263,0.5924649,0.001880875,0.00003773449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1928109,0.002186177,0.777266,0.002897357,0.0003677677,0.00008741786,0.0003854477,0.0002213426,0.02377753],"genre_scores_gemma":[0.9151281,0.001172196,0.06555282,0.0007896295,0.0006057519,0.0001998406,0.0008743699,0.0002066969,0.01547055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005120767,"threshold_uncertainty_score":0.02708155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007690536460215634,"score_gpt":0.2325243866626001,"score_spread":0.2248338502023844,"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."}}