{"id":"W4417390831","doi":"10.5040/9781350451469","title":"The Semiotics of Banknotes and Coins","year":2025,"lang":"","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"National Identity and Symbolism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Currency; Semiotics; Iconography; Praxis; Realm; Relevance (law); Selection (genetic algorithm)","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":[0.002334231,0.000740336,0.0003492513,0.002349796,0.005646316,0.01252509,0.0007510745,0.001493693,0.007481193],"category_scores_gemma":[0.006352162,0.0004230905,0.0003499302,0.002574882,0.02191643,0.008772854,0.00282685,0.001498452,0.001479507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003291334,"about_ca_system_score_gemma":0.00176812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332895,"about_ca_topic_score_gemma":0.0019602,"domain_scores_codex":[0.9921576,0.006229845,0.0002125442,0.00033233,0.0007396882,0.0003280694],"domain_scores_gemma":[0.9969958,0.001875618,0.0002413734,0.0002955252,0.0004160024,0.0001757371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002214517,0.000004476621,0.0001413101,0.0000552505,0.000001689068,0.0001456468,0.02738901,0.0001375681,0.0002956513,0.9624711,0.002663566,0.006672693],"study_design_scores_gemma":[0.00001590541,0.00004349127,0.0005255847,0.0003999082,0.000007237694,0.0006780446,0.05309711,0.0007341114,0.001230392,0.2396273,0.7036144,0.00002653214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0515622,0.005695248,0.07658879,0.004796189,0.001242925,0.000140346,0.0001565688,0.0002842334,0.8595334],"genre_scores_gemma":[0.8912051,0.002258294,0.01555552,0.0004975011,0.0002865629,0.0002778851,0.000133562,0.0002820467,0.08950358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01252509,"threshold_uncertainty_score":0.02502704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139991690151444,"score_gpt":0.2721895414939385,"score_spread":0.2507896245924241,"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."}}