{"id":"W4407114894","doi":"10.37609/akya.3413","title":"Siyaset Sosyolojisi","year":2025,"lang":"tr","type":"book","venue":"","topic":"Public Administration and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; York University; Rice University","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005307092,0.0003171512,0.0004062899,0.00008752789,0.0005611388,0.0003444735,0.000839338,0.0006885568,0.01935508],"category_scores_gemma":[0.0004142066,0.0003112927,0.0002439579,0.0003299769,0.0005352506,0.0002687561,0.0001388852,0.0004392751,0.002176868],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302566,"about_ca_system_score_gemma":0.006280497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007220094,"about_ca_topic_score_gemma":0.003995895,"domain_scores_codex":[0.9976396,0.0000858987,0.0004577283,0.0005537286,0.0007792666,0.0004837784],"domain_scores_gemma":[0.9986051,0.00025773,0.0003368731,0.0003247483,0.0002176731,0.0002578487],"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":[0.000003736466,0.00002670978,0.00002897421,0.00001611026,0.00002226299,0.000004277258,0.000241332,6.31403e-8,1.778809e-7,0.4918048,0.5063512,0.001500307],"study_design_scores_gemma":[0.0001842226,0.00003738764,0.000261041,0.0000826122,0.00003303144,6.08597e-7,0.0006337564,0.00001499511,0.000004300895,0.009278829,0.9891379,0.0003313304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001358029,0.00017425,0.000183636,0.0221831,0.001411689,0.0003094568,0.0004485512,0.0001297864,0.9751459],"genre_scores_gemma":[0.002571954,0.0007265091,0.0002037666,0.005175603,0.0008220363,0.00001413437,0.0001684926,0.00001097095,0.9903066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4827866,"threshold_uncertainty_score":0.9999339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348450310648503,"score_gpt":0.3304127499333759,"score_spread":0.3069282468268908,"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."}}