{"id":"W4312895464","doi":"10.7256/2585-7797.2022.3.38752","title":"Application of the Theory of Self-organized Criticality to the Analysis of the Liberal Agenda in the Press of 1815-1825.","year":2022,"lang":"en","type":"article","venue":"Историческая информатика","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Period (music); Novelty; Criticality; Quarter (Canadian coin); Ideology; Consciousness; State (computer science); Subject (documents); Sociology; Political science; History; Epistemology; Media studies; Law; Politics; Psychology; Computer science; Philosophy; Library science; Social psychology; Aesthetics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00225125,0.0002401819,0.000276307,0.006160359,0.001025749,0.002703839,0.000316833,0.0003695269,0.002732153],"category_scores_gemma":[0.006048187,0.0001521876,0.0005692065,0.003488422,0.004625033,0.002918041,0.001424324,0.0009657457,0.0001973669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002934896,"about_ca_system_score_gemma":0.00136699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716594,"about_ca_topic_score_gemma":0.001556922,"domain_scores_codex":[0.9985134,0.0008665175,0.00007171556,0.0001614872,0.0002881193,0.00009878387],"domain_scores_gemma":[0.9953127,0.003377123,0.0006459415,0.0002089469,0.0003464909,0.0001088124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001968942,0.00002391706,0.006833336,0.0001198239,0.00005285353,0.0002787402,0.007806911,0.001454222,0.0001502637,0.9602538,0.001318365,0.0216881],"study_design_scores_gemma":[0.000009580862,0.00004614524,0.0217516,0.0002146406,0.00002564566,0.0002194072,0.0056675,0.007174836,0.0004575412,0.9284459,0.03596226,0.00002498034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5034369,0.0258976,0.1865691,0.02288934,0.0007165024,0.0003904454,0.001039087,0.0001474412,0.2589137],"genre_scores_gemma":[0.9851514,0.00204704,0.007623251,0.0001985768,0.0002430412,0.00009719167,0.0001247694,0.0000157683,0.004499009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006160359,"threshold_uncertainty_score":0.0212943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448067542666054,"score_gpt":0.2225390992978699,"score_spread":0.1980584238712093,"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."}}