{"id":"W2036483759","doi":"10.5539/nct.v1n1p39","title":"Limit and Dynamics of Information Entropy in Transmission","year":2012,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanjing University; Nanjing University of Posts and Telecommunications; Ministry of Education of the People's Republic of China","keywords":"Entropy (arrow of time); Information theory; Statistical physics; Computer science; Transmission channel; Mathematics; Statistics; Physics; Transmission (telecommunications); Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778367,0.0003999439,0.0006643925,0.002005191,0.001622076,0.002310236,0.001299548,0.001428332,0.005186632],"category_scores_gemma":[0.01601774,0.0004374426,0.0006646019,0.0007914271,0.00429493,0.008371736,0.002206125,0.001744495,0.0006369146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799978,"about_ca_system_score_gemma":0.0007786189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174247,"about_ca_topic_score_gemma":0.0003783712,"domain_scores_codex":[0.9986083,0.000363276,0.00006324378,0.0002665981,0.0004795011,0.0002191116],"domain_scores_gemma":[0.9941097,0.003563775,0.000597077,0.0006461072,0.0006659561,0.0004173951],"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":[0.00002822336,0.00001589603,0.000328751,0.0000476953,0.000008566078,0.0001493809,0.0002202336,0.005515641,0.00204432,0.9888232,0.0007371964,0.002080821],"study_design_scores_gemma":[0.00002564296,0.00004070027,0.0006508518,0.00005267203,0.00001057927,0.0003236133,0.0001141211,0.1130496,0.001258568,0.8822176,0.002211483,0.00004453936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4570455,0.003715674,0.3946327,0.008870294,0.0004941743,0.0001178791,0.0006008637,0.001043321,0.1334796],"genre_scores_gemma":[0.976328,0.0008652066,0.01575257,0.0003476763,0.0002655524,0.0001311149,0.00009425605,0.0001359645,0.006079575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005186632,"threshold_uncertainty_score":0.01735097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005304962369647017,"score_gpt":0.2210037302079468,"score_spread":0.2156987678382997,"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."}}