{"id":"W2802248479","doi":"10.7939/r3bg96","title":"Developing and Evaluating Student Score Reports for Cognitive Diagnostic Assessment","year":2012,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.181509,0.001460571,0.001356804,0.0162849,0.001334328,0.00625484,0.003422777,0.0009652794,0.001414311],"category_scores_gemma":[0.3832879,0.0008602504,0.002084614,0.006683943,0.001413694,0.004884483,0.00457743,0.001737851,0.001525367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004159022,"about_ca_system_score_gemma":0.007069634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003283294,"about_ca_topic_score_gemma":0.00677027,"domain_scores_codex":[0.8469405,0.0721872,0.03302797,0.004352828,0.04162825,0.001863315],"domain_scores_gemma":[0.486444,0.1907706,0.07095987,0.04477866,0.2035061,0.003540778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003585105,0.0006524752,0.1594834,0.001033958,0.0002537739,0.0002500867,0.01630457,0.003907555,0.005056877,0.007353273,0.01607065,0.7892749],"study_design_scores_gemma":[0.0005368256,0.00954056,0.4786855,0.004639321,0.0008160803,0.00175056,0.04946753,0.09406689,0.1017456,0.03757875,0.2198138,0.001358702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.258768,0.0009506559,0.6886471,0.001687631,0.0005912938,0.01691929,0.003767182,0.008417078,0.02025179],"genre_scores_gemma":[0.1835453,0.0005681203,0.8003355,0.0001641342,0.00008880643,0.009804441,0.003111435,0.0005422298,0.001840113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.181509,"threshold_uncertainty_score":0.959923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08342689252427037,"score_gpt":0.393475527452082,"score_spread":0.3100486349278117,"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."}}