{"id":"W4245836424","doi":"10.1016/b978-0-12-815744-2.00013-6","title":"WISC-V and the Personalized Assessment Approach","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; 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":[0.0006883098,0.0008523855,0.000346062,0.001477342,0.0001890541,0.001261006,0.0006702646,0.0009237345,0.01547227],"category_scores_gemma":[0.00200884,0.0002433516,0.0002527946,0.001093751,0.0007165215,0.001039159,0.0009507689,0.001407034,0.005367548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005657845,"about_ca_system_score_gemma":0.001416612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311003,"about_ca_topic_score_gemma":0.004893649,"domain_scores_codex":[0.9995257,0.0001534341,0.00003790067,0.00005541698,0.0002016086,0.00002594336],"domain_scores_gemma":[0.9996306,0.0001999864,0.00002160647,0.00004602044,0.00007278072,0.00002898008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002857947,0.00006092275,0.001182496,0.0001140996,0.00001525897,0.0001455235,0.0001727705,0.001597542,0.0004910339,0.04800063,0.04687471,0.9013165],"study_design_scores_gemma":[0.0000202887,0.00009745051,0.01328928,0.0009699748,0.00004020087,0.002900236,0.0003697159,0.004652463,0.001637837,0.1915095,0.7844557,0.00005739057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0178575,0.05955098,0.2380686,0.007904246,0.002031615,0.0001948807,0.001309658,0.004394481,0.6686881],"genre_scores_gemma":[0.1512811,0.08078652,0.3281788,0.003806698,0.001045234,0.0006701073,0.003039199,0.0007063987,0.4304859],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01547227,"threshold_uncertainty_score":0.0517599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926792684290814,"score_gpt":0.2850661532462263,"score_spread":0.2557982264033182,"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."}}