{"id":"W2921505365","doi":"10.1177/0013164419834607","title":"Comparing Age- and Grade-Based Norms on the Woodcock–Johnson III Normative Update","year":2019,"lang":"en","type":"article","venue":"Educational and Psychological Measurement","topic":"Medical Education and Admissions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Woodcock; Normative; Psychology; Developmental psychology; Statistics; Mathematics; Epistemology; Philosophy","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":[0.005762063,0.0002924995,0.0002639591,0.002964548,0.0003168988,0.0009218085,0.0004996074,0.0003210354,0.001362993],"category_scores_gemma":[0.02842991,0.0001416887,0.0003500534,0.001428502,0.0004509176,0.0006804772,0.001093538,0.0003679386,0.0004612168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704692,"about_ca_system_score_gemma":0.0003475429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006673001,"about_ca_topic_score_gemma":0.01699189,"domain_scores_codex":[0.9950435,0.001659195,0.0007310124,0.0003874152,0.001945618,0.0002332553],"domain_scores_gemma":[0.9805941,0.006564409,0.003653496,0.001869095,0.006735427,0.00058353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006367423,0.000215714,0.9403602,0.00005420134,0.0001834229,0.0001080755,0.002294754,0.0008415634,0.001938489,0.001295779,0.001910066,0.050161],"study_design_scores_gemma":[0.00001559573,0.0003889059,0.9922821,0.00002635383,0.00003084941,0.0001811845,0.001219052,0.0009169483,0.001726682,0.0004081,0.002783753,0.000020491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852141,0.0001762485,0.003239672,0.00004506699,0.00006478528,0.0001210879,0.0007595789,0.0000541419,0.01032532],"genre_scores_gemma":[0.993782,0.0001028205,0.003127813,0.00003707055,0.00002308791,0.0001651285,0.001689676,0.00003385741,0.001038634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006673001,"threshold_uncertainty_score":0.03047305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2094818571670684,"score_gpt":0.3707901491983949,"score_spread":0.1613082920313265,"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."}}