{"id":"W4376155289","doi":"10.12968/eyed.2023.23.23.s7","title":"Achieving EYTS a different way","year":2023,"lang":"en","type":"article","venue":"Early Years Educator","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Reflection (computer programming); Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; History; Medical education; Medicine; Computer science","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":[0.01186906,0.001684834,0.001364094,0.002005775,0.01817654,0.02908877,0.002554313,0.008243037,0.04364019],"category_scores_gemma":[0.02116823,0.0006046933,0.001742849,0.001177612,0.01870192,0.02496208,0.02796907,0.03794745,0.01964401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006342587,"about_ca_system_score_gemma":0.01637858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081583,"about_ca_topic_score_gemma":0.01790066,"domain_scores_codex":[0.9798409,0.008315958,0.000809654,0.001907022,0.004280078,0.004846277],"domain_scores_gemma":[0.9841781,0.001376722,0.0006872665,0.001429594,0.003610572,0.008717679],"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":[0.00006721477,0.0003570491,0.003068695,0.0003833179,0.0001009591,0.0008387989,0.05521331,0.0003597766,0.001446461,0.3843509,0.4630411,0.09077235],"study_design_scores_gemma":[0.00001129803,0.0001068082,0.0009054242,0.0006031397,0.0000169718,0.000374391,0.06021937,0.0001027799,0.000419641,0.04861687,0.8885552,0.00006803218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01525238,0.004477846,0.01700754,0.5106115,0.02781737,0.0001818391,0.0002288635,0.0007489325,0.4236737],"genre_scores_gemma":[0.2325542,0.006775234,0.02528957,0.2132741,0.003702241,0.0004808135,0.0004303817,0.001792771,0.5157007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04364019,"threshold_uncertainty_score":0.145991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06918693082804568,"score_gpt":0.4492552786207029,"score_spread":0.3800683477926572,"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."}}