{"id":"W4286462515","doi":"10.3390/educsci12070500","title":"Education-Related COVID-19 Difficulties and Stressors during the COVID-19 Pandemic among a Community Sample of Older Adolescents and Young Adults in Canada","year":2022,"lang":"en","type":"article","venue":"Education Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stressor; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Mental health; Public health; Sample (material); Gerontology; Longitudinal study; Developmental psychology; Medicine; Clinical psychology; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008199515,0.00009839316,0.0001259909,0.0001668208,0.0013511,0.00002537286,0.0003074913,0.00002538478,0.0002522413],"category_scores_gemma":[0.000399038,0.00008158094,0.00001388631,0.0005597582,0.0004303837,0.00009576924,0.000131473,0.0002812188,3.602108e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343984,"about_ca_system_score_gemma":0.01078494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848642,"about_ca_topic_score_gemma":0.9466488,"domain_scores_codex":[0.9982767,0.0006741108,0.0002989233,0.0002541401,0.0002805044,0.0002156048],"domain_scores_gemma":[0.9986814,0.0006238029,0.000212231,0.0002183766,0.00002764996,0.0002365935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002252449,0.0002303282,0.9314721,0.0001586989,0.000003449368,2.211083e-7,0.06595682,0.00007288084,0.000005834416,0.0001362006,0.000584511,0.001356442],"study_design_scores_gemma":[0.0003625274,0.00002374423,0.7414547,0.00003436016,0.000003817448,0.00001545177,0.2573787,0.00001749529,0.00000166707,0.0001627412,0.0004782956,0.00006656758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955636,0.0009659914,0.000002465369,0.001736983,0.001051392,0.000483712,0.00007305422,0.00001297982,0.0001098484],"genre_scores_gemma":[0.9975455,0.00005640581,0.000008251801,0.001942952,0.00001474179,0.0001635959,0.00002856325,0.000004597052,0.0002353444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914219,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863853413117348,"score_gpt":0.3940867025081837,"score_spread":0.3354481683770102,"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."}}