{"id":"W4402186609","doi":"10.3390/merits4030021","title":"Administration and K-12 Teachers Promoting Stress Adaptation and Thriving: Lessons Learned from the COVID Pandemic","year":2024,"lang":"en","type":"article","venue":"Merits","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Thriving; Coronavirus disease 2019 (COVID-19); Pandemic; Adaptation (eye); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Administration (probate law); Stress (linguistics); Psychology; Virology; Medicine; Political science; Outbreak; Neuroscience; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01076454,0.0003287607,0.000643743,0.000453633,0.004337981,0.003499138,0.0009808537,0.001233182,0.001329623],"category_scores_gemma":[0.01134963,0.0003358814,0.0004793046,0.0006326055,0.003976166,0.003297936,0.004123314,0.003561492,0.0001943495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004931953,"about_ca_system_score_gemma":0.02303874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09594922,"about_ca_topic_score_gemma":0.2382553,"domain_scores_codex":[0.9929863,0.004429343,0.0001582627,0.0002556229,0.0004612544,0.001709202],"domain_scores_gemma":[0.9911985,0.003850216,0.0004302577,0.0004273039,0.001292305,0.002801502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004707324,0.001949969,0.0877599,0.00151851,0.0001290205,0.001723778,0.4186875,0.0006164931,0.001594974,0.008628223,0.02930837,0.4476125],"study_design_scores_gemma":[0.0001617276,0.001295344,0.1591277,0.003119566,0.0001354185,0.0004233275,0.7260164,0.0003959885,0.001149608,0.005926296,0.1021221,0.0001264775],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.812445,0.01098812,0.001523564,0.160256,0.0008998474,0.000225821,0.0001038332,0.0000613626,0.01349641],"genre_scores_gemma":[0.9777477,0.01083233,0.002505041,0.006545939,0.0002118753,0.00016228,0.00003938983,0.00002702356,0.00192844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09594922,"threshold_uncertainty_score":0.1907815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658712402665086,"score_gpt":0.4349776497355488,"score_spread":0.2691064094690402,"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."}}