{"id":"W2156805073","doi":"10.1109/ismvl.1993.289574","title":"On functional entropy","year":2002,"lang":"en","type":"article","venue":"","topic":"Statistical Mechanics and Entropy","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Probabilistic logic; Entropy (arrow of time); Probability distribution; Algebraic number; Mathematics; Probability density function; Binary entropy function; Discrete mathematics; Principle of maximum entropy; Computer science; Pure mathematics; Algebra over a field; Artificial intelligence; Statistics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001058295,0.0000461319,0.00004170703,0.00001148465,0.00003868515,0.00001440391,0.00002647617,0.000007145858,0.1197172],"category_scores_gemma":[0.000002796779,0.00003579075,0.00002914502,0.00002884699,0.000005310024,0.00001475722,0.000007224476,0.00004304256,0.002723285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004539075,"about_ca_system_score_gemma":0.000001157658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008856732,"about_ca_topic_score_gemma":2.611951e-8,"domain_scores_codex":[0.9996806,0.000004615921,0.00005142575,0.00008430356,0.00007738756,0.0001017159],"domain_scores_gemma":[0.9998267,0.00004224624,0.000009121665,0.00006587391,0.00001010349,0.00004590616],"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":[0.000002238913,0.00005643806,0.0001876223,2.176885e-7,0.000007653179,3.045884e-7,0.000003579673,0.000009532453,0.00004338037,0.9309196,0.05914782,0.009621608],"study_design_scores_gemma":[0.001064554,0.0001834654,0.001249053,0.00000572167,0.00001536511,5.204539e-7,0.00006407425,0.2083647,0.00109893,0.7291336,0.05855697,0.0002630128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01419985,0.000005265671,0.5999818,0.0004243242,0.0003182948,0.00004648213,0.00001789166,0.00003000898,0.3849761],"genre_scores_gemma":[0.990952,2.939258e-7,0.0005062565,0.0002294767,0.0001850492,0.000005321015,0.000006383048,0.000004429461,0.008110794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9767522,"threshold_uncertainty_score":0.9980532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198436767983229,"score_gpt":0.2130122487925739,"score_spread":0.193168571994251,"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."}}