{"id":"W4312195213","doi":"10.3390/ijerph192417021","title":"Division of Labour and Parental Mental Health and Relationship Well-Being during COVID-19 Pandemic-Mandated Homeschooling","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Dalhousie University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Medicine; Virology; Outbreak","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004031727,0.00006162506,0.0001477331,0.0003273103,0.002015179,0.00009166686,0.0001701364,0.00002236399,0.0002761555],"category_scores_gemma":[0.0003272594,0.00005304715,0.00002595422,0.000137724,0.0003665434,0.0003352675,0.0003542336,0.0003700877,8.310463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117894,"about_ca_system_score_gemma":0.0007193983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523221,"about_ca_topic_score_gemma":0.0001088827,"domain_scores_codex":[0.9975296,0.0004711093,0.0003769872,0.0001406686,0.001184138,0.0002974732],"domain_scores_gemma":[0.9986413,0.0002220622,0.0002925412,0.00004137486,0.00004583863,0.0007568521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008271689,0.0002450566,0.9534256,0.00002863469,0.00004823009,0.000004270537,0.03130829,0.000003701465,0.00003017613,0.003625378,0.0003830067,0.0108149],"study_design_scores_gemma":[0.001474194,0.0004526211,0.6356178,0.00003475893,9.513698e-7,0.00009023228,0.22395,0.00001164526,0.000001347931,0.001509328,0.1367827,0.00007443069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683976,0.002148501,0.00001262507,0.02877375,0.0002537285,0.000145962,0.000078054,0.000003950425,0.0001858869],"genre_scores_gemma":[0.9799763,0.01900172,0.00005300781,0.0004381249,0.0001015163,0.000003144552,0.00002130456,0.00000494309,0.000399922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178079,"threshold_uncertainty_score":0.9992841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003515314069337,"score_gpt":0.4364857184587746,"score_spread":0.3361341870518409,"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."}}