{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004530105,0.0001142122,0.0002098907,0.0004870595,0.0003668035,0.00004865241,0.0004066124,0.0001714772,0.0008810891],"category_scores_gemma":[0.00005280776,0.0001269217,0.00006918471,0.0002745505,0.0002711784,0.0005104408,0.000004979525,0.0002151492,0.00001180888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213336,"about_ca_system_score_gemma":0.01785522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7171672,"about_ca_topic_score_gemma":0.9471136,"domain_scores_codex":[0.9986528,0.0002565001,0.0002859347,0.0001121107,0.0002484335,0.0004442775],"domain_scores_gemma":[0.9979126,0.00005058311,0.000289582,0.0001536152,0.000400383,0.001193211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006631386,0.00004230491,0.7005446,0.00004053973,0.0000746592,0.00001137843,0.1002841,0.00003900605,0.0000360426,0.07247175,0.1256986,0.0007503757],"study_design_scores_gemma":[0.00009646427,0.00003392562,0.2779514,0.00009919876,0.00002737294,0.000007085249,0.07124422,5.483875e-8,0.00001099238,0.002807864,0.6475943,0.0001271219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280699,0.03327772,6.775081e-7,0.003770835,0.002268099,0.0001026078,0.0000347797,0.000006036919,0.03246928],"genre_scores_gemma":[0.98422,0.001525607,0.000130079,0.001078449,0.0004085732,0.000001284336,0.000007010287,0.00001466557,0.01261432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218957,"threshold_uncertainty_score":0.9877126,"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."}}