{"id":"W4378717134","doi":"10.1007/s10583-023-09529-9","title":"A School Story, Not a Student Story: The Dyslexic Diagnosis Paradigm in Children’s and Young Adult Literature","year":2023,"lang":"en","type":"article","venue":"Children s Literature in Education","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Shame; Narrative; Dyslexia; Psychology; Declaration; Status quo; Closure (psychology); Scholarship; Disability studies; Empathy; Social psychology; Developmental psychology; Reading (process); Sociology; Linguistics; Gender studies; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006672065,0.0004730915,0.0004166943,0.001120525,0.0004776295,0.001950689,0.000575426,0.000232696,0.0001646595],"category_scores_gemma":[0.0002578503,0.0003503101,0.0001590602,0.001027142,0.0002146217,0.0008667812,0.000123245,0.001577119,0.00008348344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405839,"about_ca_system_score_gemma":0.000131998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020727,"about_ca_topic_score_gemma":0.001124352,"domain_scores_codex":[0.9973382,0.0004832776,0.0004675992,0.0007774689,0.0004301603,0.000503263],"domain_scores_gemma":[0.9984993,0.0001874199,0.0002066345,0.0007766575,0.0001896269,0.0001403596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005272297,0.0005039105,0.5879923,0.00005218887,0.000206793,0.00000949059,0.2965495,0.00001972347,0.00001148398,0.05997717,0.04913333,0.005491393],"study_design_scores_gemma":[0.0006308546,0.0000565319,0.9613385,0.000912563,0.00009324701,0.00004468159,0.003022433,0.00001438895,0.00001023447,0.001565171,0.03183058,0.0004808812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692498,0.01868736,2.817268e-7,0.0077259,0.001644181,0.001046574,0.0003312867,0.000138353,0.001176235],"genre_scores_gemma":[0.9872678,0.00134123,0.00002609402,0.001935739,0.002499036,0.0007675765,0.001810983,0.00006106501,0.004290493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3733461,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006241341761123222,"score_gpt":0.2456419479547257,"score_spread":0.2394006061936025,"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."}}