{"id":"W284517483","doi":"10.1177/0145482x0009401102","title":"Ensuring High-Quality Instruction for Students in Braille Literacy Programs","year":2000,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Braille; Literacy; Delphi method; Psychology; Quality (philosophy); Medical education; Delphi; Computer science; Mathematics education; Visually impaired; Visual impairment; Pedagogy; Medicine; Human–computer interaction","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":[0.003335532,0.0001577271,0.0004438176,0.0002401321,0.0003744362,0.00002633819,0.0004737312,0.000245938,0.0003012437],"category_scores_gemma":[0.0002228691,0.0001327126,0.0001325596,0.0003262357,0.00009460399,0.0003642287,0.0001201807,0.0008624569,0.00002008353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004592985,"about_ca_system_score_gemma":0.0002023733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008411972,"about_ca_topic_score_gemma":0.00007167625,"domain_scores_codex":[0.9968292,0.0007336767,0.001490129,0.0001876486,0.0003814569,0.0003779361],"domain_scores_gemma":[0.9978787,0.000381518,0.0008143649,0.0003151621,0.0004906176,0.0001196512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001665073,0.01084277,0.7678499,0.0002000027,0.00007690668,0.000005427003,0.002638515,0.00001241201,0.0003039568,0.0001945824,0.0002244982,0.215986],"study_design_scores_gemma":[0.008941313,0.003251235,0.9710534,0.0005668264,0.00003243731,0.00001196713,0.002820524,0.00006614869,0.0002022119,0.001065483,0.01179571,0.0001927728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968424,0.00007111941,0.0003318314,0.0008075809,0.0006035664,0.001111923,0.000006472451,0.00005365704,0.0001714777],"genre_scores_gemma":[0.9971746,0.00009419329,0.001542564,0.0002720456,0.0001894021,0.0001575798,0.00001374462,0.00001747639,0.0005383994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2157932,"threshold_uncertainty_score":0.5411865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08498327270385585,"score_gpt":0.5386750869619995,"score_spread":0.4536918142581436,"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."}}