{"id":"W2067774919","doi":"10.1007/s10955-006-9181-0","title":"Temporal Behavior of the Conditional and Gibbs’ Entropies","year":2006,"lang":"en","type":"article","venue":"Journal of Statistical Physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Statistical physics; Mathematics; Monotonic function; Entropy (arrow of time); Conditional entropy; Monotone polygon; Principle of maximum entropy; Physics; Thermodynamics; Statistics; Mathematical analysis","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":[0.002402108,0.0003272182,0.0004042028,0.001441105,0.0005393667,0.001794166,0.001170634,0.0009189161,0.00810676],"category_scores_gemma":[0.02200984,0.0005494836,0.0004756126,0.0007638853,0.00208277,0.004534489,0.001229047,0.001505456,0.0005117354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134653,"about_ca_system_score_gemma":0.0009268739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445806,"about_ca_topic_score_gemma":0.002857743,"domain_scores_codex":[0.999445,0.0001504996,0.0000257216,0.0001339493,0.0001344524,0.0001103542],"domain_scores_gemma":[0.9863887,0.009549845,0.001213593,0.0008815841,0.001299792,0.0006664117],"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":[0.0002178356,0.0000998211,0.008046541,0.0001310414,0.00008784551,0.000429363,0.0005807155,0.1011515,0.0149389,0.8569185,0.003054275,0.01434376],"study_design_scores_gemma":[0.0000182693,0.00004200667,0.01592168,0.00003521279,0.00002887633,0.0002874783,0.0001463171,0.7503506,0.003575218,0.2280053,0.001471838,0.0001171658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772062,0.0009308492,0.198008,0.002392636,0.0001351812,0.00002717178,0.001019772,0.0005888001,0.01969131],"genre_scores_gemma":[0.9904327,0.0002231478,0.005020137,0.00008025403,0.00008874184,0.00002662486,0.0004396651,0.0001700502,0.003518542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00810676,"threshold_uncertainty_score":0.02711982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005169868106348814,"score_gpt":0.2394926133363383,"score_spread":0.2343227452299894,"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."}}