{"id":"W2067860133","doi":"10.1111/1467-985x.00279","title":"Social Identities and Political Cleavages: The Role of Political Context","year":2003,"lang":"en","type":"article","venue":"Journal of the Royal Statistical Society Series A (Statistics in Society)","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Economic and Social Research Council; York University; University of Essex","keywords":"Voting; Politics; Voting behavior; Context (archaeology); Political science; Competition (biology); Political economy; Social class; Diversity (politics); Variety (cybernetics); Social group; Sociology; Social science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001668949,0.0001891637,0.0004766661,0.00001528646,0.0007930141,0.0001480908,0.0003331088,0.0002223736,0.0001285968],"category_scores_gemma":[0.002112578,0.000125385,0.0003164821,0.0002593018,0.003269304,0.000146104,0.00007938159,0.0006447335,0.000002336164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652051,"about_ca_system_score_gemma":0.0004518618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002688426,"about_ca_topic_score_gemma":0.0009092853,"domain_scores_codex":[0.9962417,0.0009000082,0.0009138518,0.000162625,0.0009069188,0.0008748326],"domain_scores_gemma":[0.9967432,0.002060873,0.0003542324,0.0001304234,0.0004067599,0.000304481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002169386,0.00008176802,0.0138402,0.00005709373,0.00007899154,0.000002448969,0.006048885,0.000004165225,0.00001634786,0.9704623,0.009034821,0.0003512892],"study_design_scores_gemma":[0.0006205282,0.000195745,0.0278236,0.00006952923,0.0001749317,0.00001363391,0.06421325,0.0003577778,0.0001541984,0.8854026,0.02072982,0.000244371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.753074,0.006077502,0.09588656,0.06946199,0.004963675,0.003506531,0.002950996,0.0001346779,0.063944],"genre_scores_gemma":[0.9947966,0.00003645962,0.003563105,0.0006303729,0.0003748682,0.000007023449,0.00000162982,0.00001873814,0.0005711806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2417226,"threshold_uncertainty_score":0.9994432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145206295281114,"score_gpt":0.3219491311063992,"score_spread":0.300497068153588,"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."}}