{"id":"W2900556152","doi":"10.3390/e20110881","title":"Between Waves and Diffusion: Paradoxical Entropy Production in an Exceptional Regime","year":2018,"lang":"en","type":"article","venue":"Entropy","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Entropy production; Statistical physics; Entropy rate; Entropy (arrow of time); Anomalous diffusion; Space time; Diffusion process; Mathematics; Spacetime; Physics; Thermodynamics; Joint quantum entropy; Principle of maximum entropy; Computer science; Quantum mechanics; Statistics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731388,0.0001346678,0.0001762946,0.0001480612,0.0002121829,0.00004306042,0.00009117406,0.00009245028,0.0005328369],"category_scores_gemma":[0.000394102,0.0001261996,0.00003978445,0.0001802314,0.000217929,0.0002951401,0.00004980654,0.0001710145,0.0001168373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008751,"about_ca_system_score_gemma":0.00003443709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000196198,"about_ca_topic_score_gemma":0.00006704136,"domain_scores_codex":[0.9987174,0.0001363787,0.0002902872,0.0003276646,0.0003023364,0.0002259097],"domain_scores_gemma":[0.999294,0.0001611367,0.00008774204,0.0002562414,0.00009435562,0.000106484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001427271,0.001058361,0.07730079,0.00003169279,0.00005645162,0.000004753314,0.001280822,0.000005348284,0.03484093,0.875286,0.005244486,0.004747624],"study_design_scores_gemma":[0.0007640999,0.0002435699,0.5581278,0.00005010978,0.00005201743,0.0000179085,0.0001453528,0.001910877,0.001554949,0.4349851,0.001883143,0.0002651385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898046,0.00001939133,0.007505912,0.001819941,0.0003211873,0.000248549,0.00001307022,0.00008022991,0.000187137],"genre_scores_gemma":[0.9890724,0.00001189435,0.008437587,0.00002755882,0.001716955,0.00003062736,0.00005211969,0.00001798918,0.0006328773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.480827,"threshold_uncertainty_score":0.583419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06569451368154694,"score_gpt":0.3407976398309756,"score_spread":0.2751031261494286,"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."}}