{"id":"W1985416619","doi":"10.1063/1.4893512","title":"Some puzzles about logarithmic relaxations and a few possible resolutions","year":2014,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AGE-WELL","keywords":"Relaxation (psychology); Logarithm; Interpretation (philosophy); Statistical physics; Ergodic theory; Neglect; Mathematics; Physics; Theoretical physics; Computer science; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009794987,0.000136644,0.0001575694,0.00004897966,0.0002625252,0.0001298867,0.0001246225,0.00004346964,0.00007494811],"category_scores_gemma":[0.00004746164,0.0001296163,0.00003002593,0.00009928093,0.00008842288,0.0002524346,0.00007270154,0.0001780192,0.00002454252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579987,"about_ca_system_score_gemma":0.00003751474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004697304,"about_ca_topic_score_gemma":0.000004216847,"domain_scores_codex":[0.9992023,0.00000640743,0.0001696216,0.0002658549,0.00009874652,0.0002570689],"domain_scores_gemma":[0.999489,0.00005429068,0.0000939677,0.00008391757,0.0001597267,0.0001190686],"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":[0.000003551946,0.00002663022,0.002325119,0.00001013438,0.00001133344,9.000083e-8,0.0001883007,0.000001060883,0.001818274,0.985115,0.00006287541,0.01043763],"study_design_scores_gemma":[0.0002377449,0.00005706303,0.003779402,0.00004536724,0.00002082774,0.000001279216,0.0002569559,0.1423479,0.00006494882,0.8514741,0.001540442,0.0001739526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1064262,0.00007929684,0.867728,0.00105436,0.0001072443,0.0002660251,0.00008762977,0.00009361071,0.02415765],"genre_scores_gemma":[0.9915411,0.00002349654,0.007475068,0.00007121523,0.0001397945,0.00004718821,0.00001543108,0.00001496543,0.0006716838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.885115,"threshold_uncertainty_score":0.52856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220530959534354,"score_gpt":0.2471197730306898,"score_spread":0.2349144634353462,"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."}}