{"id":"W4385665086","doi":"10.1007/s12207-023-09480-6","title":"Detecting Noncredible Performance During Virtual Testing","year":2023,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Reading (process); Psychology; Test (biology); Reading comprehension; Exaggeration; Neuropsychology; Applied psychology; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005965038,0.0001315146,0.0002225606,0.00009753418,0.0003249263,0.00003936389,0.0001005426,0.0001253047,0.0001831451],"category_scores_gemma":[0.0004238555,0.0001003496,0.00003964786,0.0006395261,0.0002412172,0.0001052638,0.0001099014,0.0004768494,0.0002907915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756578,"about_ca_system_score_gemma":0.000007516117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007959021,"about_ca_topic_score_gemma":6.46304e-7,"domain_scores_codex":[0.9986309,0.00005113156,0.0002476256,0.0003633179,0.0002529358,0.0004540831],"domain_scores_gemma":[0.9991506,0.0003273568,0.00003848955,0.0002421723,0.00004922309,0.0001921116],"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":[0.003191555,0.0004835204,0.1550049,0.0008622902,0.0001478669,0.0005400922,0.0008611828,0.00001956294,0.4124758,0.007025783,0.002120982,0.4172665],"study_design_scores_gemma":[0.001851234,0.003648644,0.9770095,0.0002971832,0.00002885068,0.0005490765,0.0003290421,0.001993467,0.0120744,0.0005497331,0.001345879,0.0003229494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677483,0.00002116722,0.00001200363,0.000398105,0.0001210775,0.0002076807,0.000004112112,0.0004150369,0.03107246],"genre_scores_gemma":[0.9974257,0.00002951943,0.0009638288,0.0004357362,0.0002268436,0.00003581501,0.000003826045,0.00001760906,0.0008611142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220047,"threshold_uncertainty_score":0.4092137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638877919325384,"score_gpt":0.3973817398334803,"score_spread":0.2334939479009419,"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."}}