{"id":"W4391324462","doi":"10.1093/oxfordhb/9780197754115.001.0001","title":"The Oxford Handbook of Republicanism","year":2024,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Political Theory and Influence","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006180342,0.0001989571,0.0002785008,0.00008100602,0.0008487613,0.0001214395,0.00116531,0.0003811485,0.00005160466],"category_scores_gemma":[0.0001156322,0.0001705079,0.0002614039,0.00002857051,0.002226008,0.0001298366,0.000387672,0.0005149076,0.000002742432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159923,"about_ca_system_score_gemma":0.001105524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114716,"about_ca_topic_score_gemma":0.0001034351,"domain_scores_codex":[0.998331,0.0002223605,0.0002142237,0.000318864,0.0004475855,0.0004660431],"domain_scores_gemma":[0.9984462,0.0005304316,0.0001710835,0.0004768418,0.0001629122,0.0002125794],"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":[0.00003450741,0.000004917277,6.06474e-7,0.00004520115,0.00007817517,0.00002305418,0.001050524,3.740662e-7,0.000002640734,0.9742969,0.02124145,0.003221698],"study_design_scores_gemma":[0.00008665278,0.00003317634,9.670132e-7,0.0002305602,0.00009696165,7.987961e-7,0.0002939136,0.000003133548,0.00007047066,0.1017184,0.8972926,0.0001723968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003016734,0.0004766211,0.00004928977,0.0001172323,0.0003905979,0.0003054866,0.0001116206,0.000126389,0.9983926],"genre_scores_gemma":[0.0003157266,0.001596451,0.00003487081,0.00008654378,0.0002276405,0.000001273556,0.000005324803,0.00001940561,0.9977128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8760511,"threshold_uncertainty_score":0.820182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540983974460499,"score_gpt":0.2570709066904878,"score_spread":0.2316610669458828,"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."}}