{"id":"W4225775438","doi":"10.1002/dys.1704","title":"Insights from a dyslexia simulation font: Can we simulate reading struggles of individuals with dyslexia?","year":2021,"lang":"en","type":"article","venue":"Dyslexia","topic":"Reading and Literacy Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"MAB-Mackay Rehabilitation Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Dyslexia; Reading (process); Font; Psychology; Cognitive psychology; Perception; Computer science; Linguistics; Artificial intelligence; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001613469,0.0004506651,0.0007169663,0.0003103742,0.0001866921,0.0001160531,0.0003321827,0.0002819953,0.001108482],"category_scores_gemma":[0.0001023544,0.0003957283,0.0001278084,0.0007161742,0.0001280978,0.0002210818,0.000117616,0.0003490915,0.0001439329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279166,"about_ca_system_score_gemma":0.0001973767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005642008,"about_ca_topic_score_gemma":0.000185158,"domain_scores_codex":[0.9968232,0.0003238674,0.0008546994,0.0008851074,0.000576149,0.0005369831],"domain_scores_gemma":[0.9974004,0.0007234783,0.0004599129,0.0008999653,0.0002916533,0.000224596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002226902,0.00317803,0.3007101,0.0005634915,0.007764005,0.002270878,0.3409684,0.0726016,0.02193359,0.09442584,0.006225075,0.147132],"study_design_scores_gemma":[0.01838604,0.00172864,0.567059,0.004401334,0.001250298,0.0001255586,0.01689205,0.01879188,0.04817178,0.07195689,0.2458902,0.00534629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830334,0.001091994,0.001474643,0.000348135,0.0006890605,0.0003464798,0.0002003861,0.0001711896,0.01264474],"genre_scores_gemma":[0.9909447,0.00001853533,0.004553173,0.0002819539,0.0002050507,0.00004234893,0.000493931,0.00008396996,0.003376376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3240764,"threshold_uncertainty_score":0.9998494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323382515956228,"score_gpt":0.3015889175774886,"score_spread":0.2783550924179263,"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."}}