{"id":"W1948427897","doi":"10.47678/cjhe.v33i2.183430","title":"When Academics Become Parents: An Overview of Family Leave Policies at Canadian Universities","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Family Leave; Normative; Maternity leave; Parental leave; Political science; Demographic economics; Public relations; Sociology; Psychology; Work (physics); Economics; Law; Sick leave","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002940023,0.0003015797,0.0002948,0.004567614,0.006924065,0.003125099,0.001070042,0.0007705064,0.00120753],"category_scores_gemma":[0.005474361,0.0002055483,0.000317254,0.008398888,0.001580519,0.001151782,0.001025493,0.0007304793,0.00009095258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06574626,"about_ca_system_score_gemma":0.110685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801988,"about_ca_topic_score_gemma":0.9908853,"domain_scores_codex":[0.9974052,0.000323417,0.0001413155,0.0001609445,0.001035589,0.0009333763],"domain_scores_gemma":[0.9940211,0.001019644,0.0007619275,0.00007977476,0.002678082,0.001439337],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003212428,0.00007159718,0.2682457,0.002524839,0.00009057398,0.001106596,0.07059924,0.001871395,0.001245715,0.0144911,0.0421597,0.5972724],"study_design_scores_gemma":[0.00001106904,0.00007007321,0.6103869,0.001871945,0.0001298374,0.0004760854,0.09128165,0.0004062148,0.0007441652,0.001194949,0.2932847,0.0001423905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5418602,0.3384821,0.001114549,0.04859274,0.000501706,0.0001423811,0.002513255,0.00008868788,0.06670444],"genre_scores_gemma":[0.8119678,0.1788191,0.0006855464,0.002294344,0.0001436783,0.00003423482,0.000632191,0.00002223432,0.005400954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99706,"threshold_uncertainty_score":0.4770247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09113974363598977,"score_gpt":0.3491058143424353,"score_spread":0.2579660707064456,"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."}}