{"id":"W7117361740","doi":"10.70116/29802741109","title":"Thriving after crisis: Mixed-method research of teacher resilience after COVID-19","year":2025,"lang":"","type":"article","venue":"Culture, education and future.","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burman University","funders":"","keywords":"Thriving; Burnout; Coping (psychology); Psychological resilience; Resilience (materials science); Affect (linguistics); Qualitative research","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002663882,0.0003774149,0.0004893631,0.0005940676,0.0004235732,0.0001394502,0.0004701251,0.0006453245,0.003196861],"category_scores_gemma":[0.0002355836,0.0003221886,0.0001514421,0.00153129,0.000533463,0.0002387196,0.0001807354,0.001062374,0.0001975711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386401,"about_ca_system_score_gemma":0.002403213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005542633,"about_ca_topic_score_gemma":0.0002774004,"domain_scores_codex":[0.9947229,0.001904557,0.0008282929,0.001178739,0.0005380507,0.0008274363],"domain_scores_gemma":[0.9975524,0.0002082954,0.0002227666,0.0009612511,0.0003847878,0.0006705151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001720357,0.002975982,0.05398837,0.001855565,0.0001099796,0.00001211843,0.1093344,0.000001209579,0.0002356961,0.02828783,0.6218777,0.1796008],"study_design_scores_gemma":[0.000555,0.0002520585,0.1163369,0.0003078018,0.00005942657,0.00002562101,0.2160734,0.000004613147,0.0002117312,0.002539742,0.6633866,0.0002470397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3910896,0.3282582,0.00194773,0.05618477,0.0243806,0.003614544,0.0001098511,0.00007736315,0.1943374],"genre_scores_gemma":[0.8842251,0.01085986,0.001909223,0.00976016,0.001683667,0.0004251639,0.00001934823,0.0000271786,0.09109027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4931356,"threshold_uncertainty_score":0.999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907742174055178,"score_gpt":0.5021340126450112,"score_spread":0.4630565909044594,"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."}}