{"id":"W4394014856","doi":"10.31235/osf.io/kaqzf","title":"Democracy, Free Elections, and Gender Equality as Perceived by Recent Immigrants","year":2024,"lang":"en","type":"preprint","venue":"","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; Demographic economics; Economics; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466226,0.0001502962,0.0002321658,0.0006904063,0.002401768,0.001860698,0.0002605275,0.0005616977,0.003467127],"category_scores_gemma":[0.003284413,0.00008408596,0.0001988986,0.0005914504,0.001718376,0.000572808,0.0008000493,0.0007712671,0.0001425989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389948,"about_ca_system_score_gemma":0.001819191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2812251,"about_ca_topic_score_gemma":0.4371631,"domain_scores_codex":[0.999346,0.0002349804,0.00003402727,0.00004131677,0.0001346042,0.0002090792],"domain_scores_gemma":[0.9980012,0.0003923925,0.00069305,0.00005012405,0.0003321708,0.0005311787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083438,0.0001906041,0.8150905,0.00006666062,0.00004008426,0.0003833523,0.1635434,0.0001092934,0.0009854541,0.001891685,0.001247634,0.01624302],"study_design_scores_gemma":[0.00001264879,0.0001312582,0.7811007,0.00008971296,0.00001820593,0.0001209679,0.213792,0.0001704012,0.0001188687,0.0002000546,0.004222548,0.00002267843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977748,0.0000934061,0.0000128319,0.0002491944,0.000007739853,0.00000326552,0.00001887014,4.920062e-7,0.001839407],"genre_scores_gemma":[0.9991795,0.00009211941,0.00001022649,0.00008848406,0.000004701323,0.00000301451,0.00001980758,4.445318e-7,0.0006017812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2812251,"threshold_uncertainty_score":0.5591764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189403319890562,"score_gpt":0.3836096648392168,"score_spread":0.3117156316403111,"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."}}