{"id":"W300729960","doi":"10.1177/0145482x0309701009","title":"Teachers’ Perceptions of Using the Mountbatten Brailler with Young Children","year":2003,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Perception; Developmental psychology; Mathematics education","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":[0.001248271,0.0001711013,0.0002898902,0.0002086078,0.0001973902,0.00005743533,0.0003866972,0.00009718526,0.0005911185],"category_scores_gemma":[0.00003515821,0.0001068827,0.0001544722,0.0003459561,0.0001530879,0.0002669725,0.00004228636,0.0004353757,0.00001625143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115299,"about_ca_system_score_gemma":0.0001471859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255393,"about_ca_topic_score_gemma":0.00001303177,"domain_scores_codex":[0.9981659,0.0004170192,0.0005904849,0.0001286283,0.000414731,0.0002832234],"domain_scores_gemma":[0.9985982,0.00007305156,0.0006060897,0.0003962455,0.0002355671,0.00009091073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002854341,0.006916522,0.9664408,0.00001036624,0.0005627694,0.000009326256,0.01957775,0.0002167194,0.002865716,0.0004591607,0.001235767,0.001419646],"study_design_scores_gemma":[0.003298663,0.003979562,0.9684889,0.0001486334,0.000322516,0.001344095,0.02115338,0.00009971285,0.0002800844,0.00008717814,0.0005329877,0.0002643335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963222,0.000177808,0.001611962,0.0003076742,0.0002997549,0.0002591579,0.00000175067,0.00001236843,0.001007351],"genre_scores_gemma":[0.9986398,0.00001616369,0.0006454754,0.0001344722,0.0001511006,0.000006424475,0.000002498111,0.00002773852,0.0003763568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003013229,"threshold_uncertainty_score":0.6472332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146703864935494,"score_gpt":0.368613089245348,"score_spread":0.3371460505959931,"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."}}