{"id":"W2808006174","doi":"10.1057/s41304-018-0173-8","title":"A study of voting behaviour in an exceptional context: the 2017 Catalan election study","year":2018,"lang":"en","type":"article","venue":"European Political Science","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Public opinion; Political science; Voting; Context (archaeology); Comparative politics; General election; Group voting ticket; Independence (probability theory); Democracy; Spoilt vote; Politics; Law; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.004298694,0.00007904558,0.0001126549,0.00008491708,0.0008718523,0.0001304132,0.0004877257,0.00001705225,0.00004322466],"category_scores_gemma":[0.0009625368,0.00005685282,0.00001928621,0.0006559251,0.001674494,0.000342481,0.00007761173,0.0001325875,0.00006287747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665711,"about_ca_system_score_gemma":0.000171238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0522034,"about_ca_topic_score_gemma":0.09183551,"domain_scores_codex":[0.9966623,0.001267183,0.0003297334,0.0002945744,0.0007082619,0.0007379465],"domain_scores_gemma":[0.9990195,0.0001306326,0.00007306239,0.0002054159,0.0002621192,0.0003092891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008202463,0.0009419089,0.8324949,9.339959e-7,0.00000170795,0.000005796566,0.02708619,0.000001366873,0.0004517582,0.1386254,0.00002524602,0.0003565583],"study_design_scores_gemma":[0.0002192567,0.001078283,0.9769474,0.000007712179,0.00000759905,0.000001047801,0.02116156,0.00005484367,0.00008313033,0.0003266567,0.00003630906,0.00007620928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884538,0.000001577139,0.00001211694,0.0004210364,0.0001841636,0.0004983995,0.000001826614,0.00002661835,0.01040047],"genre_scores_gemma":[0.9992471,2.656603e-8,0.000003214713,0.00009035262,0.0005022848,0.00000935661,4.780197e-7,0.000005977888,0.0001412561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444525,"threshold_uncertainty_score":0.9541081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001402449159349,"score_gpt":0.4204718407392395,"score_spread":0.3203315958233046,"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."}}