{"id":"W4285090582","doi":"10.52214/cice.v24i2.9212","title":"Resilience and Despair","year":2022,"lang":"en","type":"article","venue":"Current Issues in Comparative Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Mental health; Pandemic; Psychology; Medical education; Psychological resilience; Distance education; Higher education; Coronavirus disease 2019 (COVID-19); Medicine; Pedagogy; Social psychology; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002423811,0.0004013444,0.0005040303,0.001263414,0.006484822,0.005090577,0.0005797628,0.001423579,0.006299969],"category_scores_gemma":[0.004519457,0.0001705484,0.0004133935,0.0007212789,0.01872494,0.00362568,0.008913317,0.003599925,0.0006316704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834817,"about_ca_system_score_gemma":0.00416465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747573,"about_ca_topic_score_gemma":0.0091549,"domain_scores_codex":[0.9978929,0.00106563,0.00004263043,0.0001840262,0.0002050337,0.0006097259],"domain_scores_gemma":[0.997183,0.0006056831,0.0004580778,0.0001930992,0.0002463323,0.001313926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001726676,0.0002461447,0.04228646,0.0005590227,0.0001447391,0.004512377,0.5032066,0.000532545,0.001438502,0.3255161,0.03058719,0.09079771],"study_design_scores_gemma":[0.00001783166,0.0001785359,0.03113909,0.001244779,0.0000302814,0.00312956,0.6690986,0.0002246858,0.0003116213,0.1080325,0.1864998,0.00009278036],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6128252,0.01742984,0.004018965,0.1058012,0.001548644,0.0001100164,0.000196907,0.0000814279,0.2579877],"genre_scores_gemma":[0.9871924,0.003652793,0.000405974,0.003551751,0.000102717,0.00002697511,0.00003190172,0.00001447988,0.005021017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006484822,"threshold_uncertainty_score":0.02107549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877697755945481,"score_gpt":0.5519366595470191,"score_spread":0.364166883952471,"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."}}