{"id":"W4320581640","doi":"10.1093/arclin/17.3.295","title":"The perfidy of percentiles","year":2002,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Recidivism; Percentile rank; Neuropsychology; Percentile; Metric (unit); Cognitive psychology; Interpretation (philosophy); Meaning (existential); Compensation (psychology); Clinical psychology; Malingering; Cognition; Developmental psychology; Social psychology; Statistics; Psychiatry; Psychotherapist; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005001125,0.0001571102,0.0005055367,0.0001305811,0.00009422562,0.000005364197,0.0006180291,0.000158034,0.004678584],"category_scores_gemma":[0.0005393667,0.0001124659,0.0004457766,0.0001939437,0.00273988,0.0000251721,0.00007850447,0.0005167488,0.0006518799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.720854e-7,"about_ca_system_score_gemma":0.000005446768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006285417,"about_ca_topic_score_gemma":0.000005928939,"domain_scores_codex":[0.9963692,0.001158491,0.001486076,0.0004841095,0.0001500814,0.000351978],"domain_scores_gemma":[0.9950624,0.003179572,0.0005542137,0.001026459,0.00005017194,0.000127236],"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":[0.0008414867,0.001283431,0.02784481,0.000007571378,0.0001852836,0.00002107632,0.001336363,0.000001460104,0.001101445,0.02593026,0.03493744,0.9065094],"study_design_scores_gemma":[0.001813469,0.001293245,0.7747036,0.000007779988,0.00002471147,0.0001129658,0.0002808132,0.00008963437,0.00002164075,0.003051163,0.2184855,0.0001154143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6197025,0.0003783759,0.0003534566,0.001931879,0.006150137,0.000160553,0.00001023216,0.00004654708,0.3712664],"genre_scores_gemma":[0.9869699,0.0009460893,0.0002407956,0.001039259,0.000235151,0.00001246604,0.00000138685,0.0000246245,0.01053031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9063939,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098282984496793,"score_gpt":0.4241136466214777,"score_spread":0.3142853481717984,"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."}}