{"id":"W4413838552","doi":"10.24908/iqurcp19861","title":"Mind the Gap: Understanding the Lack of Descriptive Representation of Asian American Women in Politics","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Politics; Descriptive research; Psychology; Political science; Gender studies; Sociology; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004693126,0.0002349803,0.0002729964,0.002816831,0.002278432,0.004074708,0.0008724582,0.0004613886,0.005161814],"category_scores_gemma":[0.01066452,0.000257609,0.0002584691,0.00431098,0.002506603,0.005524076,0.00266691,0.001220717,0.0009593616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690433,"about_ca_system_score_gemma":0.002244431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04710924,"about_ca_topic_score_gemma":0.07075744,"domain_scores_codex":[0.9981648,0.0008102157,0.0001203897,0.0002461847,0.0002725638,0.0003857772],"domain_scores_gemma":[0.9951935,0.001773853,0.001080843,0.0004669186,0.0009701009,0.0005146966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001535719,0.00007812963,0.5409885,0.0002612403,0.00005223246,0.0003058896,0.3797306,0.00006729949,0.0007670586,0.01148185,0.009011518,0.05710213],"study_design_scores_gemma":[0.000005278906,0.00005235291,0.3270627,0.0004385396,0.0000328756,0.0001738803,0.6369622,0.0003684603,0.0003344848,0.002775025,0.03176614,0.00002803353],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773939,0.0009209664,0.0005913717,0.00633795,0.00008773022,0.0000192781,0.0009351735,0.000007998687,0.01370563],"genre_scores_gemma":[0.9940909,0.001024895,0.0003911187,0.001682067,0.00008136063,0.00003676007,0.0007832791,0.00001739559,0.001892121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04710924,"threshold_uncertainty_score":0.09367007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3103739619531307,"score_gpt":0.4621454402244159,"score_spread":0.1517714782712852,"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."}}