{"id":"W4411123860","doi":"10.1080/02671522.2025.2512346","title":"How do views of working conditions vary across school staff?","year":2025,"lang":"en","type":"article","venue":"Research Papers in Education","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Psychology; Medical education; Mathematics education; 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":[0.003563018,0.0001042043,0.0002247433,0.000484736,0.00114284,0.00003697513,0.0002528101,0.0002283443,0.0003840826],"category_scores_gemma":[0.002205826,0.0001013484,0.00004377883,0.00154765,0.0001409825,0.0001338634,0.0001294263,0.001561143,0.00008116498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007825499,"about_ca_system_score_gemma":0.004510718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002693065,"about_ca_topic_score_gemma":0.0005322905,"domain_scores_codex":[0.9963496,0.001571672,0.0004814192,0.0003021802,0.0004070626,0.0008881172],"domain_scores_gemma":[0.997111,0.001764989,0.0001269045,0.0004405639,0.000336046,0.000220496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001843658,0.0007986207,0.6223733,0.002817176,0.00003193314,0.000002484867,0.01735792,0.00002885707,0.00288141,0.0385422,0.1120241,0.2029576],"study_design_scores_gemma":[0.0008998173,0.00006211863,0.2100598,0.005993868,0.000006994032,4.821793e-7,0.1721363,0.00006577149,0.0001263473,0.01030316,0.6001727,0.0001726328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5928814,0.002945955,0.00004121634,0.02347866,0.002346876,0.002823798,0.00001437371,0.00005658439,0.3754111],"genre_scores_gemma":[0.9738057,0.001439968,0.0003022684,0.0005814397,0.0003144053,0.0009014515,0.00004689662,0.00001596886,0.02259194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4881486,"threshold_uncertainty_score":0.8789913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172114529383646,"score_gpt":0.5472974854875204,"score_spread":0.4300860325491558,"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."}}