{"id":"W2982514803","doi":"10.1080/07907184.2019.1651294","title":"#LE19 – a turning of the tide? Report of local elections in Northern Ireland, 2019","year":2019,"lang":"en","type":"article","venue":"Irish Political Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Brexit; Alliance; Politics; Irish; Political economy; Political science; Allegiance; General election; Nationalism; Northern ireland; Public administration; Law; Sociology; Economics; European union; Ethnology","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":[0.0004987201,0.00009649788,0.000369064,0.0000465944,0.000219336,0.0000088857,0.0001707322,0.00007230979,0.00002093792],"category_scores_gemma":[0.001221159,0.00007116277,0.0001275079,0.0003671919,0.001093857,0.0000665068,0.0001476973,0.0001776142,0.00001922782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445496,"about_ca_system_score_gemma":0.0001488531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133215,"about_ca_topic_score_gemma":0.01611946,"domain_scores_codex":[0.9983849,0.0001405332,0.0004148277,0.0001847392,0.0003928161,0.0004822171],"domain_scores_gemma":[0.9989072,0.0004525596,0.0001266763,0.0001610454,0.0002979989,0.00005450833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009042462,0.00008267118,0.9610774,0.00004378882,0.00009963081,0.00001513471,0.002843499,0.00001142504,0.00002532057,0.004098261,0.0313267,0.0003671374],"study_design_scores_gemma":[0.0006505619,0.0001320194,0.8941947,0.0003469133,0.00007810327,0.00002863535,0.07638236,0.00000644315,0.0006545756,0.004745899,0.02250128,0.0002785405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713092,0.001442911,0.00001107718,0.003042366,0.0003972363,0.0002219168,0.00001152319,0.00001810827,0.1235457],"genre_scores_gemma":[0.9969985,0.0001325749,0.00002028285,0.0001054815,0.0001171821,0.00001120305,7.998623e-7,0.000006635478,0.002607286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1256894,"threshold_uncertainty_score":0.9932489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290071218098139,"score_gpt":0.3353077727558447,"score_spread":0.3124070605748633,"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."}}