{"id":"W1738629566","doi":"10.22329/jtl.v8i1.2896","title":"Predicting Teacher Anxiety, Depression, and Job Satisfaction","year":2012,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Stress and Burnout Research","field":"Psychology","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"American Educational Research Association","keywords":"Workload; Anxiety; Psychology; Job satisfaction; Depression (economics); Clinical psychology; Stress (linguistics); Burnout; Applied psychology; Social psychology; Psychiatry; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002726192,0.00008034313,0.0001443808,0.0001149156,0.0004480807,0.00006427964,0.00004578711,0.00008236546,0.0001703138],"category_scores_gemma":[0.0005755523,0.00005851937,0.00003809447,0.00003229126,0.00002934039,0.0002587877,0.00004457277,0.002086797,0.000003255792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823386,"about_ca_system_score_gemma":0.000008412123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003718044,"about_ca_topic_score_gemma":0.000003252628,"domain_scores_codex":[0.9986049,0.0006561314,0.0002152505,0.0000914984,0.0001899549,0.0002422931],"domain_scores_gemma":[0.999305,0.0002458467,0.0002043897,0.00005789008,0.00002979598,0.0001571096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002886746,0.00001424924,0.6906607,0.000009125658,0.00003220874,0.000002836509,0.006126103,0.000006307004,0.0006511975,0.00003554182,0.0002708785,0.302162],"study_design_scores_gemma":[0.000403069,0.00009324091,0.9850446,0.0001258251,0.00002702577,0.0006483776,0.006893974,0.0000962994,0.00001240892,0.0000159215,0.006573399,0.00006588068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845859,0.006433459,0.0003211698,0.0001355388,0.000289828,0.00002753351,1.658094e-7,0.00001545266,0.008190897],"genre_scores_gemma":[0.9971083,0.0001280591,0.000556195,0.00002043947,0.0008467924,0.000001004936,2.216806e-7,0.00001242487,0.001326563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020961,"threshold_uncertainty_score":0.9066209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354156726922624,"score_gpt":0.3495561982454001,"score_spread":0.3260146309761739,"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."}}