{"id":"W4301240797","doi":"10.25071/1929-8471.95","title":"Academic mothers during the COVID-19 pandemic: Stressors, strains, and challenges in adapting to work-life enmeshment","year":2022,"lang":"en","type":"article","venue":"INYI Journal","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Ontario Centre of Excellence for Child and Youth Mental Health; York University; Brandon University","funders":"","keywords":"Loneliness; Pandemic; Adaptability; Disconnection; Work (physics); Psychology; Psychological resilience; Workload; Personal life; Mental health; Stressor; Coronavirus disease 2019 (COVID-19); Sociology; Public relations; Political science; Social psychology; Medicine; Clinical psychology; Management; Engineering; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004088304,0.0003571575,0.0005019375,0.0007339173,0.006048006,0.004448548,0.000821959,0.001533604,0.005107251],"category_scores_gemma":[0.009368136,0.0002052559,0.0003155034,0.0008154569,0.002382314,0.003147696,0.004815147,0.001952136,0.0007328392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239012,"about_ca_system_score_gemma":0.004051118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701626,"about_ca_topic_score_gemma":0.009864898,"domain_scores_codex":[0.9981103,0.001052149,0.00009242434,0.00008658319,0.0002311258,0.000427482],"domain_scores_gemma":[0.996757,0.001257654,0.0006132867,0.00008316008,0.0003719215,0.0009171146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002817774,0.000215037,0.09090331,0.001687213,0.00007837806,0.01605452,0.6248124,0.0001854001,0.001780401,0.01518629,0.04754392,0.2012713],"study_design_scores_gemma":[0.000007774195,0.0001302833,0.02226585,0.001412106,0.00001892133,0.002445997,0.886948,0.00007247125,0.0002820443,0.002875633,0.0835005,0.00004035845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7848938,0.03686388,0.001761643,0.1308568,0.004439606,0.00009902701,0.0002485968,0.00006478266,0.04077175],"genre_scores_gemma":[0.9579048,0.02848006,0.001184596,0.005445636,0.0006856103,0.00007623168,0.00009023224,0.00003148428,0.006101365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006048006,"threshold_uncertainty_score":0.02162123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527107485118429,"score_gpt":0.3535653437888627,"score_spread":0.2008545952770198,"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."}}