{"id":"W4403764349","doi":"10.3390/socsci13110578","title":"Democracy, Free Elections, and Gender Equality as Perceived by Recent Immigrants","year":2024,"lang":"en","type":"article","venue":"Social Sciences","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Immigration; Democracy; Political science; Gender equality; Psychology; Demographic economics; Social psychology; Sociology; Gender studies; Economics; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001068522,0.00007482081,0.00008391432,0.00005583997,0.002674562,0.0004494045,0.0002156626,0.00008385321,0.0002276988],"category_scores_gemma":[0.0001856874,0.00006463575,0.00004543756,0.0005465882,0.0008943906,0.000267337,0.00005140322,0.0001009968,0.00003281808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008416762,"about_ca_system_score_gemma":0.0003883018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179786,"about_ca_topic_score_gemma":0.002626283,"domain_scores_codex":[0.9983847,0.0002471091,0.0001358814,0.0003077304,0.0005613557,0.0003632107],"domain_scores_gemma":[0.9996588,0.0001023775,0.00003037267,0.00005528312,0.00005806134,0.00009514953],"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":[0.000005928182,0.0000893625,0.01094362,0.00004093839,0.00005855701,0.000004719448,0.1955549,0.000001547331,0.00359985,0.6031796,0.1468975,0.0396235],"study_design_scores_gemma":[0.0001547201,0.00004715524,0.03950841,0.00001060287,0.00003623779,0.000002688838,0.06280864,0.00009770914,0.0001640523,0.7286708,0.1682032,0.0002958466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883461,0.002157243,0.0001336258,0.03364128,0.001631698,0.000256678,0.00003184436,0.0001769598,0.1736246],"genre_scores_gemma":[0.9944853,0.001377341,0.00006657993,0.0003395294,0.0003533482,0.000006980312,0.000003048665,0.000004435602,0.003363405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2061393,"threshold_uncertainty_score":0.9986238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09345779044099589,"score_gpt":0.4154207551258,"score_spread":0.3219629646848041,"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."}}