{"id":"W7132501752","doi":"","title":"The Social and Political Transformation of the Roman Republic in the 1st Century BC","year":2018,"lang":"hr","type":"dissertation","venue":"Repository of the Faculty of Humanities and Social Sciences Osijek","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Elite; Government (linguistics); Quarter (Canadian coin)","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":[0.0009209258,0.0002381047,0.0003390179,0.0009915716,0.004980227,0.003835261,0.0003173923,0.001044373,0.009040694],"category_scores_gemma":[0.002506356,0.0003057299,0.0001987053,0.001901875,0.004300023,0.0009821989,0.002387746,0.001971565,0.001494963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01153848,"about_ca_system_score_gemma":0.003964209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05517961,"about_ca_topic_score_gemma":0.1149773,"domain_scores_codex":[0.9986838,0.0004866914,0.00007242961,0.000154128,0.000198246,0.0004047821],"domain_scores_gemma":[0.9997545,0.0000491641,0.0000495817,0.00003504624,0.00005931432,0.00005233412],"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":[0.0003864969,0.0001222747,0.0112057,0.0003154196,0.0000274517,0.001254348,0.06562982,0.001323923,0.001814196,0.8129205,0.01109433,0.09390564],"study_design_scores_gemma":[0.00007178387,0.00009369037,0.07440643,0.0003898907,0.0000139295,0.0006083965,0.01349334,0.0006781486,0.001364545,0.02643912,0.8823921,0.00004861617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.412624,0.004117345,0.0003691005,0.006399925,0.0002179258,0.00006678549,0.000289712,0.00002184565,0.5758934],"genre_scores_gemma":[0.9275675,0.00129826,0.0002061733,0.0005354642,0.00009312741,0.00002654113,0.0001018268,0.00003705218,0.07013411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05517961,"threshold_uncertainty_score":0.1097168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05843917527881828,"score_gpt":0.335796397396586,"score_spread":0.2773572221177678,"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."}}