{"id":"W6986448750","doi":"","title":"Planning for Teacher Recovery from the COVID-19 Pandemic: Adaptive Regulation to Promote Resilience","year":2021,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Burnout; Psychological resilience; Construct (python library); Resilience (materials science); Diversity (politics); Adaptive response","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003821509,0.0001209275,0.0002069847,0.00006252494,0.0003764422,0.00001217874,0.0003179944,0.000130188,0.000502007],"category_scores_gemma":[0.000132625,0.0001219257,0.0000960882,0.0003524857,0.0001364155,0.0001999143,0.0000997041,0.0001569661,0.00006284287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162586,"about_ca_system_score_gemma":0.0002715226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206893,"about_ca_topic_score_gemma":0.00141304,"domain_scores_codex":[0.9987235,0.000186927,0.0001225765,0.0004633355,0.0002026669,0.0003009702],"domain_scores_gemma":[0.9987952,0.0003136915,0.0001521409,0.0004451009,0.00009202092,0.0002018994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008078012,0.000631554,0.2422608,0.000129119,0.000443415,0.0002329436,0.2220156,0.004183726,0.02581733,0.005037958,0.3623371,0.1288324],"study_design_scores_gemma":[0.003066632,0.0009762684,0.4788318,0.0002346118,0.0001473292,0.00005919882,0.1753047,0.0006176018,0.0004406505,0.00343109,0.3363504,0.0005397724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317451,0.0003953032,0.05026351,0.01225893,0.0003022129,0.0007037413,0.0001179793,0.00006237927,0.004150855],"genre_scores_gemma":[0.9508073,0.00002572971,0.008774247,0.002408913,0.000178355,0.000004580075,0.00007592538,0.00001927641,0.0377057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236571,"threshold_uncertainty_score":0.5496624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463688365019759,"score_gpt":0.3529221231173387,"score_spread":0.2782852394671411,"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."}}