{"id":"W2884610802","doi":"10.1080/07907184.2018.1499621","title":"Party images in Northern Ireland: evidence from a new dataset","year":2018,"lang":"en","type":"article","venue":"Irish Political Studies","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Northern ireland; Political science; Politics; Sophistication; The Republic; Jurisdiction; Political economy; Law; Sociology; Ethnology; Social science","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":[0.0004392093,0.0001201524,0.000262074,0.00003114958,0.0002795807,0.00006978994,0.000183535,0.00008286328,0.0001803715],"category_scores_gemma":[0.003474121,0.00009799146,0.00003790197,0.0001938673,0.0008104973,0.0002631016,0.00008358595,0.0001211096,0.0006029032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248021,"about_ca_system_score_gemma":0.000151646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3047922,"about_ca_topic_score_gemma":0.3858831,"domain_scores_codex":[0.9979509,0.0003116946,0.0003068177,0.0002785843,0.0003372254,0.0008148213],"domain_scores_gemma":[0.9981824,0.001089617,0.0000419071,0.0001842856,0.0001338322,0.0003679767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002286519,0.0000502141,0.7862834,0.00001182613,0.00003743378,0.00001171599,0.004458504,2.825721e-7,0.00004012199,0.0171511,0.1913801,0.0005524485],"study_design_scores_gemma":[0.0008002523,0.0003893921,0.6418238,0.0006248773,0.0001143906,9.410955e-7,0.005297684,0.00002108302,0.0009552359,0.1872552,0.1619814,0.0007358326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657905,0.001662385,0.00005508737,0.02532786,0.0004519948,0.0002647842,0.0002711905,0.00007881854,0.006097366],"genre_scores_gemma":[0.9965117,0.00003101623,0.00007755396,0.0007866541,0.002028753,0.00001939139,0.00002239985,0.000007458555,0.0005150906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701041,"threshold_uncertainty_score":0.7749302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042045894710958,"score_gpt":0.4649628639617006,"score_spread":0.2607582744906048,"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."}}