{"id":"W1999889531","doi":"10.2147/prbm.s5074","title":"A review and empirical study of the composite scales of the Das–Naglieri cognitive assessment system","year":2009,"lang":"en","type":"review","venue":"Psychology Research and Behavior Management","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Psychology; Cognition; Neuropsychology; Neuroimaging; Functional neuroimaging; Cognitive psychology; Prefrontal cortex; Neuroscience; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191973,0.0004526074,0.001694168,0.0002527314,0.0005577734,0.0000364629,0.001126061,0.0001691996,0.00001308039],"category_scores_gemma":[0.00004494462,0.0002251673,0.0002645346,0.00117474,0.001949179,0.00004808874,0.001581438,0.001141239,0.000007511373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005253058,"about_ca_system_score_gemma":0.00002535938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010848,"about_ca_topic_score_gemma":0.00002030019,"domain_scores_codex":[0.9937462,0.00283039,0.00095052,0.001155704,0.0007718875,0.0005452799],"domain_scores_gemma":[0.9978705,0.0003294321,0.0005110093,0.001025289,0.0001563831,0.0001073649],"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":[0.00007190575,0.009059478,0.01812685,0.03634741,0.0002808977,0.0001450594,0.0001739451,1.035295e-8,0.000228965,0.0001188218,0.006936078,0.9285106],"study_design_scores_gemma":[0.003975789,0.005641599,0.5133029,0.07074034,0.01848849,0.0009462555,0.001398308,1.707861e-7,0.0000520149,0.0001232811,0.3840363,0.001294568],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1008255,0.8878504,7.254285e-7,0.0005879891,0.0003179484,0.008731856,0.0001029374,0.00002568196,0.001556896],"genre_scores_gemma":[0.03350584,0.9645026,0.00001271253,0.0004081071,0.00002245704,0.0009655633,0.00000350067,0.00002485349,0.0005543724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.927216,"threshold_uncertainty_score":0.9182058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5493380656592297,"score_gpt":0.6226058587264107,"score_spread":0.07326779306718101,"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."}}