{"id":"W2061752571","doi":"10.1002/pits.20440","title":"Working conditions as risk or resiliency factors for teachers of students with emotional and behavioral disabilities","year":2009,"lang":"en","type":"article","venue":"Psychology in the Schools","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Emotional and behavioral disorders; Economic shortage; Special education; Curriculum; Sample (material); Applied psychology; Behavior management; Medical education; Clinical psychology; Developmental psychology; Mathematics education; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007698064,0.00006704962,0.0001036539,0.00004508377,0.0002559111,0.00004004793,0.0002460577,0.00005610563,0.0001966274],"category_scores_gemma":[0.0004893516,0.00004289943,0.00003031593,0.0001524933,0.0004598087,0.00009069373,0.000006342133,0.0001362531,0.00000353305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004412237,"about_ca_system_score_gemma":0.00006551247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004203018,"about_ca_topic_score_gemma":0.001482841,"domain_scores_codex":[0.9989928,0.0002824615,0.000170098,0.0001700493,0.0002142819,0.0001703218],"domain_scores_gemma":[0.9993458,0.0003504215,0.00006896893,0.0001544278,0.00003094626,0.00004941042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005234037,0.0005943155,0.9293612,0.000001062803,0.000006370974,1.005481e-7,0.06333988,0.000001799575,0.000004141969,0.004843064,0.0009937815,0.0008019512],"study_design_scores_gemma":[0.0003422729,0.0002987656,0.8145604,0.00001569054,0.00001599336,6.964733e-7,0.1622538,7.99744e-8,0.000001837469,0.02166458,0.0007953477,0.00005058889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910864,0.00001488112,0.00001263415,0.005674911,0.0001531815,0.0005031797,0.00001310717,0.00001273872,0.002528918],"genre_scores_gemma":[0.9989004,0.00002141718,0.0001704259,0.0003054358,0.00003871211,0.00005819235,0.000008216363,0.000002845794,0.0004943384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148008,"threshold_uncertainty_score":0.2152933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101876883624923,"score_gpt":0.4846467372121063,"score_spread":0.3827698535871833,"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."}}