{"id":"W4287009478","doi":"10.3390/e24081022","title":"Memory and Entropy","year":2022,"lang":"en","type":"article","venue":"Entropy","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Foundational Questions Institute; John Templeton Foundation","keywords":"Statistical physics; Entropy (arrow of time); Thermalisation; Physics; Computer science; Thermodynamics","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":[0.0008385018,0.0005491318,0.0004839159,0.001814295,0.000628636,0.001859738,0.0008591768,0.001001666,0.004194035],"category_scores_gemma":[0.007663786,0.0001738285,0.0004323526,0.001166438,0.00393648,0.00619787,0.001443244,0.001155455,0.0005373384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109389,"about_ca_system_score_gemma":0.0003671234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004158855,"about_ca_topic_score_gemma":0.0003004734,"domain_scores_codex":[0.9995188,0.0001238558,0.00002834157,0.0001203586,0.0001364758,0.00007224579],"domain_scores_gemma":[0.9972327,0.001849302,0.0002823409,0.0003283781,0.0002026485,0.0001045726],"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":[0.00001811096,0.00002245572,0.000766597,0.00007816981,0.00001815177,0.00003512522,0.0001719192,0.005470451,0.001175516,0.9814787,0.001321088,0.00944368],"study_design_scores_gemma":[0.000003060449,0.00001916438,0.0004374373,0.00003380764,0.000006074443,0.00004218044,0.00003959898,0.009147603,0.0007312113,0.985496,0.004034824,0.00000910001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.352825,0.0384086,0.380228,0.01936714,0.001790231,0.00009882435,0.0007442117,0.000453926,0.2060841],"genre_scores_gemma":[0.9687192,0.005334368,0.01539082,0.0006884767,0.001325599,0.00005817497,0.0001007388,0.00007073943,0.008311869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004194035,"threshold_uncertainty_score":0.0140304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004616486347985426,"score_gpt":0.2206745971461042,"score_spread":0.2160581107981187,"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."}}