{"id":"W4221067523","doi":"10.1177/23780231221088438","title":"The Age of Satisficing? Juggling Work, Education, and Competing Priorities during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Greater Texas Foundation","keywords":"Leverage (statistics); Satisficing; Pandemic; Quarter (Canadian coin); Postsecondary education; Higher education; Work (physics); Coronavirus disease 2019 (COVID-19); Demographic economics; Sociology; Psychology; Political science; Public relations; Economic growth; Economics; Infectious disease (medical specialty); Geography; Medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.005483187,0.0001816485,0.0002841685,0.0005498842,0.007010103,0.004100128,0.000751908,0.001537765,0.001955316],"category_scores_gemma":[0.01135681,0.0003784544,0.0002753676,0.000522179,0.0053661,0.005138836,0.003993505,0.003521673,0.0002207581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714512,"about_ca_system_score_gemma":0.003751154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385282,"about_ca_topic_score_gemma":0.04583816,"domain_scores_codex":[0.9964874,0.002144228,0.0001121769,0.000147727,0.0002410523,0.0008674842],"domain_scores_gemma":[0.9956464,0.001682688,0.0008512636,0.0001673077,0.0003947714,0.001257606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001036583,0.0001071654,0.09032082,0.00008414914,0.00002140233,0.0006231436,0.8792572,0.00007366273,0.0004364482,0.004750828,0.004075871,0.02014574],"study_design_scores_gemma":[0.000003610117,0.00003897387,0.0291446,0.00009360649,0.000004824857,0.000123797,0.963029,0.00007259443,0.00007514424,0.0009036898,0.006495017,0.00001515107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816219,0.0005701522,0.0002451443,0.01194447,0.0001058996,0.00001192346,0.00004086007,0.000005290321,0.005454292],"genre_scores_gemma":[0.9978997,0.0003495141,0.00008514161,0.001046091,0.00001907804,0.000009404678,0.00001818149,0.000003840282,0.0005690468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385282,"threshold_uncertainty_score":0.04742795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2356991581087073,"score_gpt":0.5321173561041203,"score_spread":0.2964181979954129,"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."}}