{"id":"W2922124875","doi":"10.1111/jcms.12848","title":"Women's Representation across Different Generations: A Longitudinal Analysis of the European Parliament","year":2019,"lang":"en","type":"article","venue":"JCMS Journal of Common Market Studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Parliament; Representation (politics); European union; Materialism; First generation; Political science; Politics; Sociology; Demography; Law; Economics; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822935,0.00008797066,0.0003674592,0.0001154787,0.0003641383,0.00006371109,0.0002602672,0.00002215295,0.00008654923],"category_scores_gemma":[0.0001847107,0.00005376727,0.0002674452,0.0004791852,0.0001940333,0.0001248756,0.0001309636,0.0001099525,0.000001589321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159363,"about_ca_system_score_gemma":0.00003846907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293794,"about_ca_topic_score_gemma":0.000720884,"domain_scores_codex":[0.997472,0.001062249,0.0005265023,0.0001071543,0.0006242658,0.0002078371],"domain_scores_gemma":[0.9983696,0.0002893797,0.0006724206,0.0002118827,0.0003982321,0.00005842584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003446714,0.0001420287,0.9286078,0.00001917184,0.002452852,0.000002927462,0.06199941,0.001235905,0.0001770473,0.0008352876,0.001745615,0.002747471],"study_design_scores_gemma":[0.0002921408,0.00005038901,0.9238831,0.00002808129,0.0003168623,0.000001094279,0.07275723,0.0001046491,0.0001198137,0.001169249,0.001211589,0.00006583548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893504,0.0006816219,0.00006436601,0.001560358,0.0006127752,0.0001395778,0.000006297882,0.000003964449,0.007580629],"genre_scores_gemma":[0.9971154,0.001096949,0.00003442858,0.00004842544,0.0001588058,0.00000364567,8.069698e-7,0.000005251813,0.001536333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075782,"threshold_uncertainty_score":0.2800694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07733046413904038,"score_gpt":0.3909446841935376,"score_spread":0.3136142200544972,"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."}}