{"id":"W4306964801","doi":"10.31234/osf.io/pcdbe","title":"Gender Gap in Parental Leave Intentions: Evidence from 37 Countries","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ontario Ministry of Research and Innovation; Economic and Social Research Council; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Social Sciences and Humanities Research Council of Canada; Jilin Office of Philosophy and Social Science; Masarykova Univerzita; Agentúra na Podporu Výskumu a Vývoja; National Natural Science Foundation of China; Agencia Nacional de Investigación y Desarrollo; National Research University Higher School of Economics; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Research Chairs; Centro de Estudios de Conflicto y Cohesión Social; Høgskolen i Innlandet; National Science Foundation","keywords":"Parental leave; Gender gap; Gender equality; Context (archaeology); Unpaid work; Demographic economics; Inequality; Gender inequality; Politics; Family Leave; Psychology; Sociocultural evolution; Political science; Work (physics); Social psychology; Gender studies; Sociology; Economics; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264865,0.0002634055,0.000397521,0.000128858,0.0003490613,0.0002388453,0.001092069,0.000319559,0.01418422],"category_scores_gemma":[0.0005893355,0.0002800595,0.000164059,0.0002305951,0.0004309907,0.0002906641,0.001474316,0.001018283,0.0001515772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111103,"about_ca_system_score_gemma":0.0009646902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03422295,"about_ca_topic_score_gemma":0.0974404,"domain_scores_codex":[0.9964638,0.0005886572,0.0004352694,0.0007870775,0.001246095,0.0004791547],"domain_scores_gemma":[0.998341,0.0007126213,0.0002060419,0.0005160742,0.0001205493,0.0001037093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003483081,0.0001166592,0.9155198,0.00006484905,0.00007856573,0.00002909713,0.06298425,0.0002288967,0.00001179712,0.005831275,0.01471045,0.0003895654],"study_design_scores_gemma":[0.0002967251,0.00002652577,0.6207124,0.0009155227,0.00005525484,6.108136e-7,0.2840465,0.00003712488,0.0000149642,0.05676743,0.03622591,0.0009010377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470023,0.0569695,0.0003287543,0.0053783,0.007991703,0.001798408,0.0002918473,0.0007448295,0.2794943],"genre_scores_gemma":[0.9579011,0.03685579,0.0005839454,0.000237398,0.0004987994,0.0003431098,0.000066174,0.00002503194,0.003488609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108988,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435751304426708,"score_gpt":0.3709255908689112,"score_spread":0.2273504604262404,"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."}}