{"id":"W7116799734","doi":"10.3390/bs16010018","title":"An In-Depth Investigation of Eye Movement Profile of Dyslexic Readers Using a Standardized Text-Reading Aloud Task in French","year":2025,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Rivière-des-Prairies; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Dyslexia; Reading aloud; Fixation (population genetics); Eye movement; Lexical access; Reading (process); Word lists by frequency; Task (project management); Word recognition","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":[0.001274781,0.0001084761,0.0002492335,0.0005230247,0.00005578144,0.00002897442,0.0002417753,0.0000735796,0.00008825459],"category_scores_gemma":[0.00002212708,0.00009601405,0.00003027766,0.001249691,0.0002500185,0.0001963238,0.00003197584,0.00009872367,0.00000152131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192889,"about_ca_system_score_gemma":0.0002462575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007580791,"about_ca_topic_score_gemma":0.0004455706,"domain_scores_codex":[0.9983674,0.0001642409,0.0005252797,0.0003342919,0.0003275782,0.0002812152],"domain_scores_gemma":[0.9994935,0.00003912714,0.000203641,0.0001649572,0.00005352549,0.00004525338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001814821,0.0001356174,0.9229959,0.00001758611,0.00000407756,0.000003307352,0.01440624,0.00007461366,0.05620464,0.0004373283,0.00007838249,0.005624223],"study_design_scores_gemma":[0.0007796984,0.0002159679,0.9638287,0.0004400499,0.00001742671,4.571635e-7,0.007541494,0.0003749968,0.02582512,0.0007634905,0.00005652925,0.0001560675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974852,0.00007042506,0.00009211947,0.00007765894,0.0002806719,0.0002938745,0.00001139128,0.00001323147,0.001675463],"genre_scores_gemma":[0.9941016,0.000001628467,0.005537747,0.00003979555,0.000006627055,0.00002442037,0.000005985974,0.000003991517,0.0002781892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083286,"threshold_uncertainty_score":0.9990278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632847334318884,"score_gpt":0.402961282204705,"score_spread":0.3396765487728166,"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."}}