{"id":"W3183866313","doi":"","title":"The influence of reading medium on braille reading speed","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Braille; Reading (process); Computer science; Linguistics; Philosophy; Operating system","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007088281,0.0001245816,0.0001590347,0.00006502464,0.0009133271,0.00007473638,0.0006360764,0.00002840336,0.00008295208],"category_scores_gemma":[0.0003716852,0.0000924884,0.0000487931,0.001556583,0.004135552,0.0002791926,0.0002359444,0.000187853,0.00005623478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003881438,"about_ca_system_score_gemma":0.0006249388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114822,"about_ca_topic_score_gemma":0.000001416153,"domain_scores_codex":[0.9984371,0.00008425449,0.0002561077,0.0004581696,0.0003670627,0.0003973001],"domain_scores_gemma":[0.9984726,0.0005205096,0.0001889613,0.0003312563,0.0003194162,0.0001673068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000324408,0.00005098749,0.03402714,0.000001418162,0.000007262285,0.000006775459,0.0005179972,0.0003752597,0.9230003,0.04154853,0.00004090545,0.0004202067],"study_design_scores_gemma":[0.00009249198,0.0001179902,0.132263,0.00003706167,0.00000625321,0.00001522794,0.001117678,0.0003676845,0.8320139,0.03358927,0.000252788,0.0001265832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804357,0.000006809667,0.000005351485,0.001263935,0.0001065278,0.0001216952,0.000005955252,0.00001100333,0.01804301],"genre_scores_gemma":[0.9989176,9.685562e-7,0.0002656351,0.0001178205,0.00006089212,0.00002029375,0.000002415653,0.00000511725,0.0006092429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09823591,"threshold_uncertainty_score":0.9985746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048663760852969,"score_gpt":0.3451603845378625,"score_spread":0.3146737469293328,"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."}}