{"id":"W4206606421","doi":"10.1177/14789299211064450","title":"Does the Introduction of Online Voting Create Diversity in Representation?","year":2021,"lang":"en","type":"article","venue":"Political Studies Review","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Voting; Ballot; Representation (politics); Diversity (politics); Political science; Globe; Turnout; Scope (computer science); The Internet; Electronic voting; Public relations; Ranked voting system; Politics; Public administration; Internet privacy; Political economy; Sociology; Computer science; Psychology; Law; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003730746,0.00005095996,0.000258943,0.00001048079,0.000335978,0.000006047995,0.00009636528,0.00002459547,0.0001376629],"category_scores_gemma":[0.009751749,0.00002828036,0.000071247,0.000324599,0.0004701347,0.00004322447,0.0001907185,0.00009379976,0.000007792995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047254,"about_ca_system_score_gemma":0.00007260209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002850741,"about_ca_topic_score_gemma":0.001885706,"domain_scores_codex":[0.9985967,0.0005552508,0.0002312204,0.0001203828,0.0002373546,0.0002590548],"domain_scores_gemma":[0.9987597,0.0007814856,0.00005449606,0.00009781089,0.0002484947,0.00005804533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001914367,0.00009688213,0.1455262,0.0008316572,0.00007372849,0.000007475781,0.01178544,2.266166e-7,0.000002608826,0.8300841,0.00336636,0.00822338],"study_design_scores_gemma":[0.0004268107,0.00003691181,0.0997643,0.001755564,0.0004761146,0.000002814913,0.343977,0.00000421105,0.000446507,0.1011282,0.4516333,0.0003482599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2361268,0.1226143,0.000009684682,0.6249278,0.002037231,0.0006680953,0.00003911111,0.00004589177,0.01353098],"genre_scores_gemma":[0.8849624,0.1103583,0.00007184663,0.002353127,0.001656748,0.00001047835,0.000006581674,0.000003400217,0.0005770939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7289559,"threshold_uncertainty_score":0.9985895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357157183157339,"score_gpt":0.4494321949217522,"score_spread":0.3137164766060183,"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."}}