{"id":"W3174117410","doi":"10.1080/07907184.2021.1938359","title":"Northern Ireland 2020","year":2021,"lang":"en","type":"article","venue":"Irish Political Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Public Health Agency; Department for Environment, Food and Rural Affairs, UK Government; Queen's University Belfast; Queen's University; European Commission; Foreign and Commonwealth Office","keywords":"Political science; Geography; Regional 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":[0.0002336451,0.0001223259,0.0002956339,0.00001512659,0.0009564154,0.00008022764,0.0001228924,0.00007536451,0.0001409017],"category_scores_gemma":[0.003224939,0.0001158433,0.0001085641,0.0002399426,0.0009024972,0.00009440663,0.000173162,0.0001396844,0.000253968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718909,"about_ca_system_score_gemma":0.0001834072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009201171,"about_ca_topic_score_gemma":0.00367108,"domain_scores_codex":[0.9981485,0.0001627998,0.0002026872,0.0002785423,0.0003861578,0.000821329],"domain_scores_gemma":[0.9986132,0.0004283123,0.00002670519,0.0001211605,0.000583164,0.0002274838],"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":[0.000005930895,0.0001175393,0.07623383,0.00003559368,0.000289037,0.0004841341,0.005012107,2.680084e-7,0.00001042792,0.02896742,0.8857062,0.003137543],"study_design_scores_gemma":[0.0004857428,0.00004888774,0.0376153,0.00007414536,0.00009604148,0.00001990368,0.08945323,8.795295e-7,0.0002491341,0.01896157,0.8525684,0.0004267393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2091949,0.01991739,0.00001070123,0.04823228,0.0008038336,0.0001099055,0.00002311832,0.000162788,0.7215451],"genre_scores_gemma":[0.984845,0.002211403,0.00012963,0.001844257,0.001498342,0.0000212881,0.000002609833,0.00001155467,0.009435931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7756501,"threshold_uncertainty_score":0.7356071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659140946673609,"score_gpt":0.3696460628749078,"score_spread":0.3230546534081716,"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."}}