{"id":"W3122309388","doi":"10.1080/10361140600959767","title":"How Do Unionists Vote? Estimating the Causal Impact of Union Membership on Voting Behaviour from 1966 to 2004","year":2006,"lang":"en","type":"article","venue":"Australian Journal of Political Science","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voting; Workforce; Ideology; Trade union; Quarter (Canadian coin); Political science; Political economy; Politics; Demographic economics; Labour economics; Economics; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00246365,0.0001265424,0.0001892223,0.0001331113,0.0007660795,0.0004641904,0.0007604746,0.00005999477,0.00007656976],"category_scores_gemma":[0.001051552,0.00007829421,0.000133299,0.0008175843,0.001068489,0.0004600908,0.00004762875,0.0003065322,0.000001637666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005604081,"about_ca_system_score_gemma":0.0007326232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06906479,"about_ca_topic_score_gemma":0.002743958,"domain_scores_codex":[0.9971496,0.0002338155,0.000383693,0.0001823004,0.001161968,0.000888597],"domain_scores_gemma":[0.9982644,0.0002521721,0.0002881399,0.0001656958,0.000388653,0.0006408969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008454607,0.0001102393,0.07107922,0.00000137969,0.00001149034,0.00001843089,0.0008115239,0.001092437,0.002499206,0.9230072,0.0007817186,0.0005786965],"study_design_scores_gemma":[0.0002199975,0.0003227547,0.985541,0.0001514967,0.00003459989,0.000006688048,0.001853825,0.00004279321,0.002126743,0.009282601,0.0002747071,0.0001427246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980072,0.000005716674,0.000392941,0.01803061,0.0004231099,0.000104408,0.00003517212,0.000007851166,0.0009281556],"genre_scores_gemma":[0.9970477,2.300234e-7,0.001607729,0.0001401879,0.0006388562,5.86512e-7,7.933455e-7,0.000006222393,0.000557725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9144619,"threshold_uncertainty_score":0.9371344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604142459653835,"score_gpt":0.36050515760424,"score_spread":0.3244637330077016,"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."}}