{"id":"W7118131719","doi":"10.18254/s207987840036517-7","title":"Florentine Society during the Reign of the First Three Medici: Republic or Principate?","year":2025,"lang":"en","type":"article","venue":"Istoriya","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reign; Punitive damages; Democracy; Quarter (Canadian coin); Commission","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":[0.001411147,0.0002700728,0.0001916766,0.0006699354,0.008961521,0.004083653,0.0004329184,0.002167847,0.005771383],"category_scores_gemma":[0.002314538,0.0001639733,0.0001519822,0.0006193235,0.006072613,0.001474424,0.003363425,0.002578277,0.0009642646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006577631,"about_ca_system_score_gemma":0.002676322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986301,"about_ca_topic_score_gemma":0.04585185,"domain_scores_codex":[0.9986538,0.0003614313,0.0000203344,0.0001414765,0.0002146482,0.0006082698],"domain_scores_gemma":[0.9996394,0.00007488294,0.00008091882,0.00003259516,0.000029561,0.0001426562],"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":[0.0001971292,0.00009974178,0.01591549,0.0001704582,0.00002284019,0.003230229,0.2428039,0.0001524153,0.001470817,0.4987715,0.1364591,0.1007063],"study_design_scores_gemma":[0.0000072219,0.00003745066,0.01659906,0.00006564603,0.000002489268,0.0003844555,0.0156718,0.00002108932,0.0002130281,0.001988566,0.9649978,0.00001138937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3681681,0.01585224,0.0003780019,0.1053236,0.004413311,0.00003867459,0.00008531953,0.00005006602,0.5056906],"genre_scores_gemma":[0.8734004,0.002330477,0.0001677766,0.00594814,0.0006877907,0.00002054919,0.00004094646,0.00003099006,0.1173728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01986301,"threshold_uncertainty_score":0.04772425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899947441253624,"score_gpt":0.2350900683495976,"score_spread":0.1960905939370614,"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."}}