{"id":"W4388958033","doi":"10.26504/rs170","title":"Changing social and political attitudes in Ireland and Northern Ireland","year":2023,"lang":"en","type":"report","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Queen's University; Queen's University Belfast","keywords":"Excellence; Civil servants; Northern ireland; Political science; Politics; Sustainability; Public administration; Economic growth; Sociology; Ethnology; Law; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002704554,0.0001053735,0.0002330068,0.001493925,0.001219243,0.002070572,0.0004599601,0.0003987105,0.00209401],"category_scores_gemma":[0.004385598,0.000145791,0.0003577234,0.002100932,0.001731693,0.001457562,0.00225751,0.0008967026,0.0003876773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007634106,"about_ca_system_score_gemma":0.004352233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2533927,"about_ca_topic_score_gemma":0.3984014,"domain_scores_codex":[0.998006,0.0006302216,0.0001244737,0.0001711306,0.0004706708,0.0005975195],"domain_scores_gemma":[0.9976029,0.0002861055,0.0007558948,0.0001186091,0.0005933474,0.0006432334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002286262,0.0002079161,0.7849993,0.0001814217,0.0000881619,0.0004706272,0.125967,0.0002850564,0.0006990724,0.002734605,0.007545704,0.07659261],"study_design_scores_gemma":[0.000002824584,0.00005383899,0.9312522,0.00004323024,0.000004458233,0.00004565806,0.05938354,0.00005029844,0.00005985702,0.00009079418,0.008999067,0.00001415082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858986,0.0002463379,0.00004129949,0.001162178,0.0000311068,0.00001518745,0.0002799888,0.000004763005,0.01232048],"genre_scores_gemma":[0.9962441,0.0002303772,0.00007364781,0.0002931641,0.00001618051,0.0000231257,0.0002353056,0.000005172624,0.00287905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533927,"threshold_uncertainty_score":0.5038356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360176274911766,"score_gpt":0.4323113087228808,"score_spread":0.2962936812317042,"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."}}