{"id":"W4392558085","doi":"10.4153/s0008414x24000178","title":"On the Ziv–Merhav theorem beyond Markovianity I","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Mathematics","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Alta Matematica \"Francesco Severi\"; Gruppo Nazionale per la Fisica Matematica; Agence Nationale de la Recherche; Università degli Studi di Milano-Bicocca","keywords":"Mathematics; Pure mathematics; Mathematical economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00240126,0.0002592251,0.000445437,0.0002876079,0.0001999861,0.0003498975,0.0006358374,0.0001316022,0.002048495],"category_scores_gemma":[0.003036549,0.0001490765,0.0003306211,0.0003024874,0.0001964686,0.0001242829,0.00002475645,0.0006781711,0.0001847687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635764,"about_ca_system_score_gemma":0.0006157767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004488382,"about_ca_topic_score_gemma":0.000912284,"domain_scores_codex":[0.9980499,0.00009890346,0.0008233292,0.0001455609,0.0004627184,0.0004195838],"domain_scores_gemma":[0.9945586,0.003959968,0.0002819798,0.0004968237,0.0001838015,0.0005188272],"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":[0.000002230558,0.00005648231,0.000005144542,0.0003117771,0.0001188164,0.0002275126,0.001332669,0.000002797744,0.00002342911,0.9604051,0.0365787,0.0009353207],"study_design_scores_gemma":[0.00009126576,0.00009468288,0.000009422018,0.0006864417,0.0001172987,0.0003865325,0.0006765134,0.004938877,0.00007693913,0.9868491,0.005896422,0.0001765295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5629736,0.001793461,0.08274271,0.01867631,0.002962536,0.00125944,0.0002402926,0.0001382198,0.3292135],"genre_scores_gemma":[0.9832832,0.00002594383,0.01343295,0.0006009303,0.0003020592,0.000007643843,0.000001428131,0.00009814239,0.002247744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203096,"threshold_uncertainty_score":0.9988638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037511788183549,"score_gpt":0.2699375412431619,"score_spread":0.2395624233613264,"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."}}