{"id":"W4312475409","doi":"10.1017/rqx.2022.226","title":": <i>The Republic of Venice: “De magistratibus et republica Venetorum.”</i>","year":2022,"lang":"en","type":"article","venue":"Renaissance Quarterly","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001093307,0.00009505049,0.0001499497,0.00006074861,0.001033595,0.00008254793,0.0004450596,0.00001461807,0.00114226],"category_scores_gemma":[0.00004077396,0.00007439204,0.00007268016,0.00009878498,0.0006775772,0.0002212989,0.00001985594,0.0002309901,0.00001404926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008182407,"about_ca_system_score_gemma":0.0002548455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139797,"about_ca_topic_score_gemma":0.0003606062,"domain_scores_codex":[0.9986727,0.0001141497,0.0002898034,0.0002058573,0.000412455,0.0003050429],"domain_scores_gemma":[0.999128,0.00008765728,0.0002000677,0.0004183042,0.00008544468,0.00008050812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007406822,0.0001383061,0.000115798,0.00003471517,0.00002401721,0.00002454705,0.09682498,0.00001045936,0.002198318,0.3120493,0.5494319,0.03907363],"study_design_scores_gemma":[0.0001992318,0.0007976323,0.0003028644,0.00001329847,0.000007970322,0.00001737723,0.01112086,0.0000303003,0.00003460526,0.00124083,0.9861447,0.00009037559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.438256,0.007345337,0.000061052,0.04098757,0.003978291,0.0005793209,0.0001090146,0.0002778436,0.5084056],"genre_scores_gemma":[0.9794363,0.00001770848,0.00002809856,0.0009173627,0.0002659886,0.00005593067,0.000009381645,0.00001191306,0.01925729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5411804,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191536789040762,"score_gpt":0.2486073840145545,"score_spread":0.2266920161241469,"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."}}