{"id":"W4389201613","doi":"10.1097/iyc.0000000000000255","title":"Preparing Preschool Educators to Monitor Child Progress","year":2023,"lang":"en","type":"article","venue":"Infants & Young Children","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Professional development; Special education; Medical education; Psychology; Early childhood education; Work (physics); Professional association; Early childhood; Pedagogy; Medicine; Political science; Public relations; Developmental psychology","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":[0.07022403,0.0004514431,0.001559712,0.008844587,0.00200355,0.003502661,0.001910338,0.001668164,0.001940058],"category_scores_gemma":[0.1920957,0.0009075886,0.001344541,0.004754387,0.0009430552,0.006052623,0.002821341,0.002003171,0.0005392765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003847523,"about_ca_system_score_gemma":0.03803479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338912,"about_ca_topic_score_gemma":0.04750921,"domain_scores_codex":[0.9747965,0.01688255,0.004196787,0.0008163675,0.002537223,0.0007707233],"domain_scores_gemma":[0.8841847,0.07904442,0.01670476,0.00306327,0.01439179,0.002610995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001681126,0.0004378382,0.02755886,0.06329968,0.0003043604,0.000545317,0.029571,0.0001657627,0.0005843861,0.001567527,0.01935427,0.8564429],"study_design_scores_gemma":[0.001248678,0.002216396,0.1666117,0.3993876,0.002845179,0.001339448,0.1216476,0.0004213251,0.004395168,0.007728667,0.2918096,0.0003487577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2582876,0.5864879,0.02449872,0.05899625,0.003944307,0.01980629,0.002635688,0.0008578481,0.04448536],"genre_scores_gemma":[0.3820665,0.432923,0.1507562,0.007609645,0.0005359582,0.02139856,0.001335801,0.00008028462,0.003294013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07022403,"threshold_uncertainty_score":0.3713846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600652610703633,"score_gpt":0.3575810903229854,"score_spread":0.341574564215949,"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."}}