{"id":"W1966470499","doi":"10.1002/dys.366","title":"Identifying students feigning dyslexia: preliminary findings and strategies for detection","year":2008,"lang":"en","type":"article","venue":"Dyslexia","topic":"Reading and Literacy Development","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Exaggeration; Dyslexia; Psychology; Context (archaeology); Cognitive psychology; Developmental psychology; Clinical psychology; Reading (process); Psychiatry; Linguistics","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":[0.010811,0.0006991849,0.0005988611,0.001910465,0.0008400833,0.001635841,0.001082823,0.001157524,0.00217471],"category_scores_gemma":[0.03027624,0.0003646351,0.0004000094,0.0008868653,0.0006860589,0.002234356,0.001422388,0.0008559406,0.0007835247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005293755,"about_ca_system_score_gemma":0.002468571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231176,"about_ca_topic_score_gemma":0.00725733,"domain_scores_codex":[0.9956768,0.002498772,0.0007250762,0.0002653814,0.0005553088,0.0002786756],"domain_scores_gemma":[0.9775265,0.014059,0.001882108,0.0009679977,0.00413283,0.00143145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200816,0.003278718,0.7722594,0.0007987564,0.00004910491,0.001472555,0.009855803,0.0002359836,0.008002368,0.0004290059,0.001189274,0.2012283],"study_design_scores_gemma":[0.0003558026,0.01339838,0.9378483,0.000417852,0.0003679662,0.002711944,0.02540402,0.003627228,0.01070352,0.001388134,0.00364346,0.0001334373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819701,0.001277024,0.005287105,0.001859402,0.00006419907,0.003143777,0.0001838981,0.0001688885,0.006045715],"genre_scores_gemma":[0.9713316,0.0008744947,0.02466603,0.0002512143,0.00003770129,0.001312361,0.0001964894,0.00001777744,0.001312265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010811,"threshold_uncertainty_score":0.05717474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670791242311739,"score_gpt":0.3510871282797621,"score_spread":0.3043792158566447,"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."}}