{"id":"W1498768885","doi":"10.3366/scot.2015.0077","title":"Tackling Sectarianism in Scotland","year":2015,"lang":"en","type":"article","venue":"Scottish Affairs","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sectarianism; Work (physics); Political science; Northern ireland; Public administration; Sociology; Law; Politics; Ethnology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004236868,0.0001130799,0.0001537279,0.0001951425,0.0001363511,0.0001669288,0.0001740861,0.00004882305,0.00119465],"category_scores_gemma":[0.0001241097,0.0001212192,0.00004990024,0.00007650396,0.0001470251,0.0005717521,0.00004018874,0.0001646073,0.0006363338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274917,"about_ca_system_score_gemma":0.0001182658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131085,"about_ca_topic_score_gemma":0.02624813,"domain_scores_codex":[0.9989709,0.00005506735,0.000225791,0.0002259721,0.0002955369,0.0002267255],"domain_scores_gemma":[0.9995175,0.00003869911,0.00006090837,0.0001443707,0.000121377,0.0001171378],"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":[0.0001010849,0.0002831434,0.01097878,0.00004714686,0.00004562027,0.0002152355,0.04220387,0.0001679435,0.00006635716,0.7469372,0.1971175,0.001836134],"study_design_scores_gemma":[0.002314322,0.0001490367,0.002878951,0.0001374682,0.00002576188,0.00002548196,0.01519334,0.0002392663,0.0001713809,0.0519852,0.9262401,0.0006396945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2354866,0.0009193886,0.00002240254,0.0003320732,0.003189611,0.00018343,0.00001909168,0.000128572,0.7597189],"genre_scores_gemma":[0.9854031,0.000007616748,0.0001254397,0.0001220834,0.0007323867,0.0000117397,0.00002280744,0.00001644659,0.0135584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7499165,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045030422608398,"score_gpt":0.233529229442746,"score_spread":0.193078925216662,"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."}}