{"id":"W4414210127","doi":"10.52064/vamz.58.1.2","title":"Alberto Fortis and the advancement of numismatics in the late 18th century","year":2025,"lang":"en","type":"article","venue":"Vjesnik Arheološkog muzeja u Zagrebu","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numismatics; Quarter (Canadian coin); Period (music); Salient; Kingdom; Donkey","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006607877,0.0001526279,0.0002279089,0.0001511843,0.0001499455,0.00008270113,0.0005522144,0.00005736685,0.00002035235],"category_scores_gemma":[0.0001307568,0.00009033087,0.0000726457,0.0007113082,0.0001783311,0.000223538,0.0002146004,0.0001924673,0.00001404914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000295378,"about_ca_system_score_gemma":0.0000492407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009772122,"about_ca_topic_score_gemma":0.0001758342,"domain_scores_codex":[0.9986108,0.0002178461,0.0004313144,0.000245692,0.0002585489,0.000235811],"domain_scores_gemma":[0.9987475,0.0004722412,0.000164778,0.0005115701,0.0000713042,0.00003255621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001680627,0.0003093471,0.002107982,0.0001936645,0.00007589306,0.000007472054,0.01337069,0.0001369374,0.0002738617,0.4979524,0.001061208,0.4843425],"study_design_scores_gemma":[0.02263884,0.0009998735,0.07090189,0.001384865,0.0003071022,0.000168034,0.006528187,0.3479004,0.009568161,0.3317166,0.2061297,0.001756371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5443154,0.00603143,0.3786143,0.0249502,0.002973027,0.002516061,0.0000162307,0.0002070231,0.04037631],"genre_scores_gemma":[0.9944119,0.001693567,0.001356559,0.001335631,0.00002788906,0.00003836642,0.000003416106,0.00000537188,0.001127241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825861,"threshold_uncertainty_score":0.3683586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007198955904988788,"score_gpt":0.2385568800248521,"score_spread":0.2313579241198633,"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."}}