{"id":"W7028373344","doi":"","title":"ERIC ED464028: Teacher Workload and Stress: An International Perspective on Human Costs and Systemic Failure. BCTF Research Report.","year":2001,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Perspective (graphical); Action (physics); Work (physics); Collective bargaining; Professional development; Stress (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637173,0.0007575116,0.0003144598,0.002941445,0.001443856,0.002003588,0.0008515919,0.003072357,0.1157102],"category_scores_gemma":[0.002165192,0.0002800521,0.0002332717,0.003902083,0.0007749238,0.00245411,0.0008603114,0.001114949,0.01561571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004818635,"about_ca_system_score_gemma":0.004779179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611104,"about_ca_topic_score_gemma":0.2451337,"domain_scores_codex":[0.9994066,0.0001543673,0.00003634782,0.00004343076,0.0002372487,0.0001221192],"domain_scores_gemma":[0.9984002,0.0004642924,0.00009976271,0.00003809159,0.000704916,0.0002928037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002564337,0.00002629673,0.0007818924,0.000175763,0.000002024702,0.00009426531,0.0001601142,0.00006870255,0.0000549064,0.002222756,0.9471138,0.04927389],"study_design_scores_gemma":[0.000007566176,0.00003790882,0.01537628,0.0007224493,0.000005625895,0.0001624375,0.0009782959,0.00006860271,0.0001018753,0.001070774,0.981457,0.00001114867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003037044,0.2248732,0.0006236781,0.1340224,0.0104575,0.0002217746,0.007413241,0.0001689148,0.6191822],"genre_scores_gemma":[0.01724767,0.1207473,0.0007506246,0.007378321,0.004229667,0.0001839767,0.004245329,0.00009468314,0.8451224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1611104,"threshold_uncertainty_score":0.3870893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184450843670379,"score_gpt":0.3041782754958172,"score_spread":0.2823337670591134,"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."}}