{"id":"W2810055662","doi":"10.1190/tle37070488.1","title":"President's Page","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maternity leave; Workforce; Parental leave; Family Leave; Feeling; Childbirth; Pregnancy; Family medicine; Work hours; Nursing; Work (physics); Medicine; Psychology; Demographic economics; Business; Political science; Sick leave; Law; Social psychology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064402,0.001023335,0.0007469214,0.0008538565,0.001828395,0.004832283,0.0009896406,0.00564356,0.5376061],"category_scores_gemma":[0.004380635,0.0003572932,0.0006622343,0.0006196957,0.0003766775,0.002417068,0.001274838,0.004620898,0.4092278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009588489,"about_ca_system_score_gemma":0.002789415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424068,"about_ca_topic_score_gemma":0.005509412,"domain_scores_codex":[0.998966,0.00007291269,0.00005296681,0.0001850703,0.0005327429,0.0001903096],"domain_scores_gemma":[0.9974361,0.0002025223,0.00008193049,0.0001416862,0.001356767,0.0007809245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007840847,0.0000159788,0.00005012868,0.00002409392,6.965726e-7,0.00002477093,0.000005477239,0.000008594445,0.00004169223,0.000723146,0.9862743,0.01282328],"study_design_scores_gemma":[0.000003477887,0.000008567182,0.000207727,0.00003407875,7.835254e-7,0.00002342353,0.00001496178,0.00001255195,0.00002119397,0.0001434446,0.9995275,0.000002335575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006062772,0.003943393,0.0004314446,0.06266751,0.2112647,0.0003144074,0.001694194,0.0009666934,0.7181114],"genre_scores_gemma":[0.00157119,0.001501676,0.0002125353,0.01472849,0.02085829,0.0001009934,0.0005187138,0.0001761912,0.9603317],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5376061,"threshold_uncertainty_score":0.6595488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952058975396269,"score_gpt":0.3134552903304791,"score_spread":0.2739347005765165,"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."}}