{"id":"W4394598537","doi":"10.2139/ssrn.4786066","title":"The Gender Division of Work Across Countries","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Division (mathematics); Work (physics); Division of labour; Psychology; Sociology; Political science; Engineering; Mathematics; Arithmetic; Mechanical engineering; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004145137,0.00009023072,0.0001039752,0.00003117373,0.00130099,0.0003088117,0.0003759906,0.00008413081,0.00001551194],"category_scores_gemma":[0.00008313954,0.0000594705,0.0001119443,0.0003792158,0.0002998482,0.0001658937,0.00003696955,0.0009525283,0.0000259452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325723,"about_ca_system_score_gemma":0.002758681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527853,"about_ca_topic_score_gemma":0.003282873,"domain_scores_codex":[0.9972459,0.0001389979,0.000221626,0.0001239834,0.0005079996,0.001761476],"domain_scores_gemma":[0.999413,0.0002134346,0.00007140074,0.0001147732,0.0001256746,0.00006171327],"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":[0.00001588614,0.00001451862,0.01977949,0.000007512226,0.0001311716,0.000002725265,0.02255209,0.000038872,0.00001506531,0.9416046,0.0006718764,0.01516616],"study_design_scores_gemma":[0.0002288637,0.0001047651,0.01912967,0.00005240013,0.00004143252,0.00002247814,0.1532113,0.0001031715,0.000007388502,0.6468757,0.1800075,0.000215293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261572,0.05349375,0.009467933,0.00301662,0.002099625,0.0001358207,0.000007558999,0.00006801987,0.005553403],"genre_scores_gemma":[0.9583935,0.03698201,0.00001696707,0.00004397524,0.000361483,0.000001653875,7.340262e-7,0.00001258904,0.004187099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2947289,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298961860112459,"score_gpt":0.3027791001905575,"score_spread":0.2897894815894329,"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."}}