{"id":"W4400784093","doi":"10.21125/edulearn.2024.2243","title":"PREVALENCE AND CORRELATES OF HIGH STRESS AND LOW RESILIENCE AMONG TEACHERS IN THREE CANADIAN PROVINCES","year":2024,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Stress (linguistics); Computer science; Psychology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"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":[0.000270863,0.0001142892,0.0001401257,0.000196794,0.00006127291,0.00005544055,0.0001324299,0.0001038922,0.00007188028],"category_scores_gemma":[0.00004033043,0.0001013612,0.000012381,0.0002347149,0.0003388552,0.000307761,0.00003342519,0.0002711083,0.0000107864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007390222,"about_ca_system_score_gemma":0.0001361243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09305537,"about_ca_topic_score_gemma":0.04902058,"domain_scores_codex":[0.9989218,0.0000105291,0.0001983846,0.0004019773,0.0001273086,0.0003400077],"domain_scores_gemma":[0.999632,0.00004854811,0.00004830744,0.00006448681,0.00002359497,0.0001830534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001616223,0.0000207056,0.968486,0.0006783446,0.000005935069,0.00001288333,0.008846265,0.000001270719,0.00004384427,0.004720163,0.0001629209,0.01700548],"study_design_scores_gemma":[0.0001436072,0.0001936483,0.9929096,0.001020063,0.00000911578,0.00001848076,0.004156054,0.0002968621,0.0001796463,0.0009072559,0.00005510537,0.0001105311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917527,0.003132134,8.874057e-7,0.000237241,0.0002293673,0.0003441191,0.00000942758,0.0000282895,0.00426583],"genre_scores_gemma":[0.9981093,0.0002537057,0.00003566841,0.00002608999,0.00003544366,0.00003265864,8.338101e-7,0.00001268963,0.001493642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04403479,"threshold_uncertainty_score":0.9683323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008043704789745323,"score_gpt":0.2877066428431453,"score_spread":0.2796629380534,"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."}}