{"id":"W7133425292","doi":"","title":"Here's how we stem the exodus of Australian early childhood educators","year":2022,"lang":"en","type":"article","venue":"RUNE (Research UNE)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood; Absenteeism; Early childhood education; Workload; Attendance","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":[0.006470693,0.0005861862,0.0008309524,0.00115503,0.0214964,0.01114457,0.001707826,0.007150991,0.009449875],"category_scores_gemma":[0.01492987,0.0005347181,0.0006992685,0.0009991446,0.01312722,0.01211403,0.01059121,0.01333959,0.002544913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008039175,"about_ca_system_score_gemma":0.0214806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1511433,"about_ca_topic_score_gemma":0.2535858,"domain_scores_codex":[0.993987,0.002373783,0.0001426412,0.0004645235,0.001247728,0.001784275],"domain_scores_gemma":[0.9875128,0.002302714,0.0005554065,0.0004814214,0.002964966,0.006182791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008775818,0.0002663203,0.008492447,0.001143717,0.00004907478,0.002610314,0.3766074,0.0001870906,0.001407587,0.08947131,0.3333968,0.1862802],"study_design_scores_gemma":[0.00001166882,0.0001105685,0.007680708,0.001266685,0.00002642118,0.0006113493,0.1563481,0.0001083354,0.0003152015,0.01834589,0.8150991,0.00007591474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02599981,0.01657664,0.001844354,0.9046943,0.01228313,0.00006602492,0.00006771724,0.00009362428,0.03837435],"genre_scores_gemma":[0.3674785,0.03986951,0.008273798,0.4581774,0.006359099,0.0002913264,0.00009571645,0.000261175,0.1191935],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1511433,"threshold_uncertainty_score":0.3005272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08534686450017473,"score_gpt":0.3681636856164873,"score_spread":0.2828168211163126,"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."}}