{"id":"W3213467652","doi":"10.32920/ryerson.14656875.v1","title":"Dissing learning disabilities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University; Lakehead University; Centre for Social Innovation","funders":"","keywords":"Phenomenology (philosophy); Pedagogy; Qualitative research; Psychology; Learning disability; Lived experience; Mathematics education; Sociology; Developmental psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005435987,0.0005987609,0.0005672459,0.001741724,0.01341989,0.004453939,0.001702924,0.001701987,0.007947876],"category_scores_gemma":[0.01163094,0.0002566697,0.0004248739,0.001041185,0.01405269,0.003478356,0.01031146,0.002522345,0.001264742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005764353,"about_ca_system_score_gemma":0.006791987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572599,"about_ca_topic_score_gemma":0.02425958,"domain_scores_codex":[0.9948612,0.002864013,0.0001571897,0.0003581226,0.0007380552,0.001021543],"domain_scores_gemma":[0.9931056,0.003747281,0.0005121667,0.0004691632,0.0007963341,0.001369387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002285212,0.00002745632,0.001616839,0.00008784574,0.000002191658,0.0009041308,0.9782049,0.00002606274,0.0005704577,0.005932846,0.002747695,0.009856692],"study_design_scores_gemma":[0.000003251323,0.00001891745,0.0006313371,0.00009153077,0.000001529349,0.0003600494,0.9496598,0.00001913635,0.00017822,0.001094239,0.0479344,0.000007564695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8854997,0.001713365,0.004836391,0.01346006,0.0006482844,0.0004627485,0.0003693551,0.00009587023,0.09291428],"genre_scores_gemma":[0.9494148,0.0009875396,0.001607361,0.003457356,0.00008964325,0.0002838854,0.0001103818,0.00004524329,0.04400383],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01572599,"threshold_uncertainty_score":0.04182351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006829608587111,"score_gpt":0.3951241416863537,"score_spread":0.3150558456004826,"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."}}