{"id":"W2898906335","doi":"10.1080/07907184.2018.1541258","title":"How Ireland voted: the election that nobody won","year":2018,"lang":"en","type":"article","venue":"Irish Political Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"nobody; Political science; Law; Public administration; Law and economics; Sociology; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005356593,0.0003038615,0.0005834181,0.001161272,0.008108632,0.0145512,0.001172808,0.002758173,0.01701503],"category_scores_gemma":[0.01539065,0.0004485274,0.0005052843,0.001838973,0.00748668,0.005478672,0.004958752,0.008558408,0.004961583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349329,"about_ca_system_score_gemma":0.008350126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102005,"about_ca_topic_score_gemma":0.305021,"domain_scores_codex":[0.9915636,0.003086994,0.0002071264,0.0004311437,0.001500888,0.003210401],"domain_scores_gemma":[0.9971853,0.0005116576,0.0002013528,0.0001629603,0.0007429659,0.001195695],"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":[0.0001517246,0.00003199998,0.00737508,0.0001335001,0.00004014814,0.0003009767,0.02583566,0.0001012859,0.0001079583,0.0566288,0.8830172,0.02627563],"study_design_scores_gemma":[0.00002156887,0.00002773436,0.01559909,0.0002998144,0.00001215488,0.0001030547,0.07126822,0.00007776544,0.0001246215,0.004650547,0.9077408,0.00007474181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05709624,0.005639976,0.0003926742,0.2473914,0.02089114,0.00004903874,0.001114351,0.00008281337,0.6673423],"genre_scores_gemma":[0.6246222,0.002802816,0.0002480866,0.04971351,0.002770504,0.00008213705,0.001118419,0.0003824227,0.3182599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1102005,"threshold_uncertainty_score":0.2191182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06786044753715731,"score_gpt":0.3702961367514997,"score_spread":0.3024356892143424,"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."}}