{"id":"W123075000","doi":"10.1177/183693910703200306","title":"The Health and Wellbeing of Adults Working in Early Childhood Education","year":2007,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Accidental; Quarter (Canadian coin); Occupational safety and health; Medicine; Occupational stress; Early childhood; Psychology; Developmental psychology; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003208309,0.00016822,0.0003593079,0.0004122823,0.0006256249,0.00002622459,0.0002543915,0.0001725587,0.000009374688],"category_scores_gemma":[0.0004435403,0.0001303773,0.00007755579,0.000509878,0.00007476836,0.0002750917,0.00002267383,0.001472587,0.000007105954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191339,"about_ca_system_score_gemma":0.003216803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004137146,"about_ca_topic_score_gemma":0.0003004344,"domain_scores_codex":[0.9967238,0.0004100754,0.001598801,0.0001848504,0.0003558529,0.0007265836],"domain_scores_gemma":[0.9968405,0.0005772863,0.001563088,0.0002364337,0.0002254456,0.0005572562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002382777,0.0003022591,0.7192962,0.00005546261,0.00001841506,0.000001807943,0.1010376,6.544078e-7,0.000008556222,0.0003855512,0.0008379612,0.1778173],"study_design_scores_gemma":[0.001194422,0.0008263701,0.9652112,0.003303299,0.00001109214,0.00003719394,0.02772939,2.464236e-7,0.00001615957,0.001036745,0.0005417762,0.00009215214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876774,0.00242268,0.00003090781,0.006372869,0.002224595,0.0005654584,0.000001102509,0.00001088308,0.0006941284],"genre_scores_gemma":[0.9968597,0.0004086344,0.001124288,0.0004684207,0.001022445,0.000005382002,0.000002625873,0.00002634574,0.00008218447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459149,"threshold_uncertainty_score":0.6397738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054014026600249,"score_gpt":0.360208583195847,"score_spread":0.3396684429298445,"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."}}