{"id":"W4403810783","doi":"10.2139/ssrn.4999586","title":"Excluding Women","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325802,0.0005341244,0.000589672,0.00137694,0.005200832,0.003014795,0.001257841,0.001621952,0.1923872],"category_scores_gemma":[0.006751695,0.0003129244,0.0005361131,0.00160478,0.0008652465,0.00204687,0.003821086,0.001752509,0.07469857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056447,"about_ca_system_score_gemma":0.005019223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006931591,"about_ca_topic_score_gemma":0.01596444,"domain_scores_codex":[0.9977203,0.0005829604,0.0001085969,0.0003149601,0.0005126022,0.000760522],"domain_scores_gemma":[0.9973959,0.0004884592,0.0001674483,0.0004437998,0.0007553099,0.0007490398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001996222,0.0001511706,0.00750976,0.0004490803,0.00001486224,0.0004546333,0.008530327,0.00004124938,0.001122202,0.08153407,0.7140671,0.185926],"study_design_scores_gemma":[0.00001054557,0.00002856601,0.006136418,0.0001087672,0.00000619161,0.0001167369,0.002436144,0.00001117858,0.0002839697,0.002624439,0.9882309,0.000006129733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02045376,0.001634427,0.002219189,0.01382738,0.003161599,0.0004368096,0.006914602,0.0002188071,0.9511334],"genre_scores_gemma":[0.04613119,0.0009180527,0.001254517,0.009602012,0.0006675932,0.0008892812,0.003780338,0.000199323,0.9365577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1923872,"threshold_uncertainty_score":0.6435993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036820387931662,"score_gpt":0.4032636638570662,"score_spread":0.3228954599777496,"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."}}