{"id":"W2078503709","doi":"10.1177/0146621614557272","title":"Evaluating Person Fit for Cognitive Diagnostic Assessment","year":2014,"lang":"en","type":"article","venue":"Applied Psychological Measurement","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Statistic; Cognition; Psychology; Item response theory; Conformity; Cognitive psychology; Context (archaeology); Statistics; Social psychology; Applied psychology; Psychometrics; Clinical psychology; Mathematics","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":[0.08439425,0.001161047,0.001323027,0.006606461,0.001088741,0.003445595,0.001567478,0.002063828,0.002233198],"category_scores_gemma":[0.3578418,0.0004870988,0.002212827,0.004602216,0.00164008,0.004076266,0.003468936,0.00175262,0.0005174878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352366,"about_ca_system_score_gemma":0.001651726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008718336,"about_ca_topic_score_gemma":0.0009785715,"domain_scores_codex":[0.9080693,0.05709263,0.008657043,0.00556268,0.01972795,0.0008904295],"domain_scores_gemma":[0.5832041,0.3291888,0.03606105,0.02511482,0.02450475,0.001926482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001909032,0.0009071669,0.6706119,0.0006053483,0.001524999,0.0002002946,0.004733304,0.01152451,0.002016098,0.01399306,0.002726951,0.2892474],"study_design_scores_gemma":[0.0006538241,0.007396821,0.4839167,0.0009120623,0.001034068,0.001970411,0.007883376,0.3789693,0.01473369,0.08851072,0.01321493,0.0008041261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4412414,0.0006203065,0.5464425,0.0005677344,0.0001798862,0.002118087,0.0008069832,0.0007813587,0.007241731],"genre_scores_gemma":[0.8545927,0.0001184959,0.1422368,0.0001459739,0.00003644099,0.001822389,0.0006088745,0.00008380241,0.0003545378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08439425,"threshold_uncertainty_score":0.4463248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8911900554521754,"score_gpt":0.6108802067461848,"score_spread":0.2803098487059906,"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."}}