{"id":"W4416720188","doi":"10.1097/fch.0000000000000442","title":"Increased Household Responsibility During COVID-19 Is Associated With Higher Current Parenting Responsibility Among Fathers, but Not Mothers","year":2025,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Curriculum; Positive parenting; Social responsibility; Coronavirus disease 2019 (COVID-19); Child rearing","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01595689,0.0004936059,0.0009117622,0.0003656565,0.005598094,0.0002024928,0.001424832,0.0003564485,0.00007270012],"category_scores_gemma":[0.005359941,0.0004982029,0.0002033443,0.001686765,0.001456589,0.0003829379,0.0004796089,0.002375629,0.000008377201],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005738602,"about_ca_system_score_gemma":0.005800636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3790012,"about_ca_topic_score_gemma":0.3108673,"domain_scores_codex":[0.9799232,0.01583581,0.000934043,0.0008225933,0.001086543,0.00139781],"domain_scores_gemma":[0.9908554,0.004964487,0.0006977696,0.002298311,0.0003063571,0.0008776778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009619229,0.000749021,0.9660795,0.0002924592,0.000101714,0.000004495649,0.02878915,0.00004176854,0.0001225605,0.0002122489,0.00232441,0.0003206944],"study_design_scores_gemma":[0.001574497,0.0001087881,0.9614418,0.0006517074,0.00003366429,2.25922e-7,0.03116447,0.000008456691,0.00002763375,0.0007674366,0.003820907,0.0004003913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988105,0.001131361,0.00005316618,0.003332334,0.0004791281,0.001394674,0.0003228506,0.001027991,0.00415347],"genre_scores_gemma":[0.9934039,0.0006566073,0.0001198235,0.004584558,0.00007964378,0.00008372496,0.00004398655,0.0000562215,0.0009715815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06813389,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09424544938990445,"score_gpt":0.3696205213980985,"score_spread":0.2753750720081941,"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."}}