{"id":"W2316053010","doi":"10.1086/661846","title":": <i>The Cambridge Companion to Machiavelli</i>","year":2011,"lang":"en","type":"article","venue":"Renaissance Quarterly","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Index (typography); History; Media studies; Humanities; Theology; Art; Philosophy; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001884544,0.0002250579,0.0002300578,0.0000540365,0.001142306,0.0002229918,0.0003760303,0.00003039306,0.0001734816],"category_scores_gemma":[0.00000575482,0.0001522151,0.0001073631,0.00005909695,0.0003645935,0.0002424829,0.00002481728,0.000145389,0.001673699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002173887,"about_ca_system_score_gemma":0.00001655201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007711521,"about_ca_topic_score_gemma":0.001549469,"domain_scores_codex":[0.9985914,0.00004695846,0.0003055877,0.0003088831,0.0002367176,0.0005104337],"domain_scores_gemma":[0.9991665,0.00005426442,0.0000917023,0.0004518856,0.000109381,0.0001262247],"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":[0.0001843365,0.0001550815,0.001874315,0.00003975265,0.0001410978,0.00002411751,0.1867784,0.000001423812,0.0003389999,0.4159289,0.2812251,0.1133085],"study_design_scores_gemma":[0.0002479529,0.0006344088,0.009062608,0.00006259915,0.0000219145,0.000005138223,0.008000804,0.00002792969,0.0002115599,0.001911869,0.9794376,0.0003756266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2859342,0.00269902,0.0006849857,0.001405287,0.00242782,0.0005769415,0.0000343079,0.0003547413,0.7058827],"genre_scores_gemma":[0.9896685,0.00004278345,0.0001000215,0.0004049201,0.0006905102,0.00007567796,0.000002966152,0.00003139256,0.008983231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7037343,"threshold_uncertainty_score":0.9991036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05313917302628898,"score_gpt":0.2278481581792897,"score_spread":0.1747089851530008,"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."}}