{"id":"W4386958877","doi":"10.1111/polp.12557","title":"In or out? Citizenship outcomes of working sexual and gender minority people of Canada","year":2023,"lang":"en","type":"article","venue":"Politics &amp Policy","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Solink (Canada); Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Citizenship; Politics; Lesbian; Gender studies; Political science; Voting; Ideology; Public opinion; Residence; Skepticism; Presidential system; Economic Justice; Sociology; Law; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.000410786,0.0000841568,0.0002630541,0.0001395842,0.0001036485,0.0000137918,0.00009636417,0.00007542133,0.00003102819],"category_scores_gemma":[0.001390907,0.00007566129,0.0000225464,0.0004689551,0.0001325825,0.0000349949,0.00003713512,0.00007531946,0.000003077967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865787,"about_ca_system_score_gemma":0.001141319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9449171,"about_ca_topic_score_gemma":0.9745833,"domain_scores_codex":[0.9984717,0.0001679682,0.0003328704,0.0001181196,0.0003168281,0.0005924511],"domain_scores_gemma":[0.9989539,0.000577817,0.00008599051,0.0001195719,0.00006397809,0.0001987663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002924894,0.00001095159,0.6333414,0.00009843331,0.00001310423,0.000001302954,0.009104858,0.00000384459,0.00003396022,0.3561074,0.001243691,0.00003806964],"study_design_scores_gemma":[0.0002363858,0.00002258618,0.943944,0.00001251482,0.0000154173,4.741431e-7,0.001729595,0.00002706728,0.00008465128,0.05203158,0.001749182,0.0001465962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861012,0.00001530264,0.000003564521,0.003564051,0.000147295,0.0001135245,0.00005463055,0.00001649869,0.009983966],"genre_scores_gemma":[0.9933733,0.000003343033,0.00001930549,0.0002323527,0.0003100994,0.00000646706,0.000003618034,0.000007005337,0.006044533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3106025,"threshold_uncertainty_score":0.3085378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2012749830080606,"score_gpt":0.4106910397276942,"score_spread":0.2094160567196336,"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."}}