{"id":"W97720356","doi":"10.1093/pch/11.9.581","title":"Perspectives on dyslexia","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Reading and Literacy Development","field":"Psychology","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dyslexia; Spelling; Reading (process); Psychology; Cognitive psychology; Cognition; Biological theories of dyslexia; Comprehension; Learning disability; Developmental psychology; Computer science; Developmental dyslexia; Linguistics; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004705992,0.0001713685,0.0002184013,0.0002531642,0.0002680002,0.00003235191,0.0001507477,0.00008252174,0.0003633174],"category_scores_gemma":[0.00002806827,0.0001549718,0.00007579046,0.0003805763,0.0000275691,0.00003477158,0.00002008735,0.0003346141,0.001123658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192236,"about_ca_system_score_gemma":0.00009479064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006936939,"about_ca_topic_score_gemma":0.00001529603,"domain_scores_codex":[0.9982976,0.0001337067,0.0003557027,0.0004445972,0.0002419893,0.0005264541],"domain_scores_gemma":[0.9991933,0.0001315056,0.0001571122,0.0003323556,0.00004255364,0.0001432039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009376763,0.001128842,0.09177863,0.00005035111,0.0000455409,0.00002987836,0.03249697,0.00003412071,9.133769e-7,0.4239731,0.4176779,0.03268999],"study_design_scores_gemma":[0.0008724181,0.0002807787,0.6750439,0.00002628218,0.00000796358,0.00002189601,0.001731417,0.00000620548,0.000002703258,0.001917758,0.3197944,0.0002943422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2401985,0.0191414,0.0006873686,0.02379777,0.0032569,0.0007140981,0.00005793485,0.0004785128,0.7116675],"genre_scores_gemma":[0.9884884,0.0003113616,0.001149986,0.002768787,0.001915029,0.00002950744,0.00004668981,0.00003503713,0.005255192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7482899,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224345232394578,"score_gpt":0.3051624092268446,"score_spread":0.2929189569028988,"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."}}