{"id":"W26941774","doi":"","title":"Generalized Entropy Theory of Information and Market Patterns","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Information theory; Equivocation; Entropy (arrow of time); Information asymmetry; Information quality; Value of information; Information market; Information processing; Information source (mathematics); Microeconomics; Economics; Econometrics; Actuarial science; Financial economics; Information system; Mathematical economics; Mathematics; Psychology; Statistics","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":[0.00263539,0.0005778306,0.001000431,0.003237745,0.0006762127,0.003225968,0.001283404,0.001410035,0.003905853],"category_scores_gemma":[0.01305499,0.0003931159,0.001047303,0.00232342,0.003264544,0.007413603,0.001799439,0.001440542,0.0005395074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633215,"about_ca_system_score_gemma":0.0007673498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119189,"about_ca_topic_score_gemma":0.0005064602,"domain_scores_codex":[0.9978911,0.0006989477,0.0001480578,0.0002940369,0.000716968,0.0002508475],"domain_scores_gemma":[0.9896689,0.007338675,0.0009645012,0.0008596189,0.0008465711,0.0003217474],"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":[0.0000170263,0.00001306465,0.0005911868,0.0000561767,0.00003272161,0.00007101346,0.0001060934,0.01686156,0.0004050632,0.9736076,0.0008698631,0.007368544],"study_design_scores_gemma":[0.000005763224,0.000009453918,0.0003569878,0.00001271744,0.000005520136,0.00003895149,0.00001744888,0.03736844,0.00009491757,0.961004,0.001076002,0.000009734224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0987518,0.003676642,0.843316,0.005963552,0.000249689,0.0001328241,0.0009395875,0.0002259485,0.04674405],"genre_scores_gemma":[0.9216492,0.003689628,0.06347881,0.0006586986,0.00087484,0.0003002305,0.000568774,0.00007349548,0.008706294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003905853,"threshold_uncertainty_score":0.01393741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00752649175674485,"score_gpt":0.1848067843898801,"score_spread":0.1772802926331352,"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."}}