{"id":"W7029037830","doi":"","title":"How a Canadian program that helps educators 'thrive' not just 'survive' could help address Australia's childcare staff shortage","year":2022,"lang":"en","type":"article","venue":"RUNE (Research UNE)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Parliament; Feeling; Early childhood education; Early childhood; Pandemic; Coronavirus disease 2019 (COVID-19); Turnover","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":[0.003491029,0.0004074255,0.0002000833,0.001119529,0.01533224,0.002644548,0.001335005,0.002663088,0.02353139],"category_scores_gemma":[0.00653225,0.0003388408,0.0005858062,0.000725605,0.002244727,0.00141902,0.003202681,0.004015694,0.002376422],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0234269,"about_ca_system_score_gemma":0.1665068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8781438,"about_ca_topic_score_gemma":0.9762416,"domain_scores_codex":[0.997661,0.0004231258,0.00003942099,0.0001425639,0.0006000797,0.001133815],"domain_scores_gemma":[0.987171,0.0004592555,0.0002316461,0.0002159657,0.002308574,0.009613648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008726654,0.0008591389,0.01218047,0.0003539703,0.00002568354,0.0005357493,0.0123338,0.0002383273,0.0016762,0.009297364,0.7234611,0.238951],"study_design_scores_gemma":[0.00006788646,0.0002653959,0.03710874,0.0003056349,0.00002874532,0.0001510155,0.01409792,0.0001602568,0.0004128089,0.001021137,0.9463075,0.00007296376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09065229,0.004535145,0.006075054,0.6090925,0.009619175,0.002084946,0.0007753506,0.001329578,0.275836],"genre_scores_gemma":[0.280514,0.007128621,0.03071617,0.1699743,0.0007619205,0.0009513221,0.0005957627,0.0002633429,0.5090945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9765731,"threshold_uncertainty_score":0.2451475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102357772614595,"score_gpt":0.4355512647317628,"score_spread":0.2253154874703033,"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."}}