{"id":"W2097476809","doi":"10.1002/dys.1441","title":"Dyslexia and Learning Disabilities in Canada and the UK: The Impact of its Disability Employment Laws","year":2012,"lang":"en","type":"article","venue":"Dyslexia","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dyslexia; Legislation; Learning disability; Extant taxon; Psychology; Population; Law; Political science; Developmental psychology; Sociology; Demography; Reading (process)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001958663,0.0001122334,0.0001903034,0.00001268737,0.0003129334,0.00004341182,0.0001594006,0.00003256532,0.0004138061],"category_scores_gemma":[0.0009622085,0.00006202117,0.00004795769,0.0001643858,0.001454608,0.0001226951,0.00007596143,0.0001551672,0.000001833227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497109,"about_ca_system_score_gemma":0.0003600682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789345,"about_ca_topic_score_gemma":0.965234,"domain_scores_codex":[0.9982662,0.000707751,0.0002396931,0.000148699,0.0002847848,0.0003528704],"domain_scores_gemma":[0.9985111,0.001033759,0.00007527556,0.0002096095,0.00002613445,0.0001441239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000273172,0.00006645582,0.9393499,0.00001191662,0.00001464621,2.153783e-8,0.04477475,0.00001670209,0.000002723219,0.01375614,0.0005983078,0.001381054],"study_design_scores_gemma":[0.0003401601,0.00002088439,0.9223248,0.00001408886,0.00001116394,4.229375e-7,0.07190071,0.00003229383,0.000008673837,0.0008742795,0.004372575,0.00009988683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873093,0.0005408376,7.77449e-7,0.003620737,0.0001369014,0.0004451984,0.000009062729,0.00001529444,0.007921886],"genre_scores_gemma":[0.9986269,0.00008072723,0.000007577335,0.00008656978,0.00007457361,0.00004797356,0.000001995873,0.000009076189,0.001064553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02712596,"threshold_uncertainty_score":0.5359565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307842722645155,"score_gpt":0.3354191420583543,"score_spread":0.3023407148319028,"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."}}