{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008464792,0.0001793387,0.0004772955,0.002575532,0.001412934,0.003241168,0.0006207408,0.0008668128,0.00292242],"category_scores_gemma":[0.02966705,0.0003333096,0.0005755929,0.00215987,0.002256334,0.002144764,0.002152513,0.0009455704,0.0005516983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213394,"about_ca_system_score_gemma":0.0009366731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363806,"about_ca_topic_score_gemma":0.01775855,"domain_scores_codex":[0.992707,0.002940896,0.000721411,0.0006925886,0.001951891,0.0009862528],"domain_scores_gemma":[0.9728219,0.01192014,0.00773379,0.001451619,0.003173517,0.002899111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006360086,0.00003461307,0.9347689,0.00008324056,0.00008935648,0.00004003021,0.05027199,0.0000416026,0.0001516233,0.000284726,0.0004834944,0.01368692],"study_design_scores_gemma":[0.000002603801,0.0000496534,0.9353525,0.00008034012,0.00001128,0.00003246789,0.063142,0.0000415701,0.00005639199,0.0002120515,0.00100548,0.00001366498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948326,0.0005588586,0.0002609763,0.000762842,0.00003307386,0.00001142139,0.0002485439,0.000004521461,0.003287151],"genre_scores_gemma":[0.9992281,0.0001988358,0.00006395082,0.0001043521,0.00001397357,0.00001447048,0.0001251367,0.000004102762,0.0002471236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363806,"threshold_uncertainty_score":0.04476666,"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."}}