{"id":"W1894931499","doi":"10.3233/wor-2005-00447","title":"Speech recognition software as an assistive device: A pilot study of user satisfaction and psychosocial impact","year":2005,"lang":"en","type":"article","venue":"Work","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Software; Computer science; Flexibility (engineering); Human–computer interaction; Applied psychology; Psychology; Multimedia","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":[0.0005572073,0.0001182593,0.0002117513,0.00008320104,0.0005509123,0.000004947163,0.0001050394,0.0001569845,0.0006581086],"category_scores_gemma":[0.0003488346,0.0001067837,0.00002359708,0.0002609629,0.00009639505,0.0001498053,0.00007987335,0.0005801126,0.000129046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045078,"about_ca_system_score_gemma":0.00009517417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009854597,"about_ca_topic_score_gemma":0.006217747,"domain_scores_codex":[0.9984038,0.0006858589,0.0003546559,0.0002357285,0.0001337301,0.0001861766],"domain_scores_gemma":[0.9986095,0.0003774918,0.000276919,0.0004406659,0.0002202848,0.00007512154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003617717,0.0006845195,0.8391419,0.000009393349,0.0000372519,3.164201e-7,0.001206896,2.796863e-7,0.00004156363,0.00001421441,0.001034971,0.1574669],"study_design_scores_gemma":[0.001044757,0.001226779,0.9915421,0.000069209,0.00003881186,8.489714e-7,0.00480643,0.000001406235,0.00001061351,0.000455032,0.0007046285,0.00009936827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971061,0.00004083636,0.0001239007,0.0004520457,0.0001229018,0.0009351404,0.00002003361,0.0001804836,0.001018524],"genre_scores_gemma":[0.9950566,0.00002478193,0.004284666,0.0002110535,0.00009980654,0.0001534562,0.00001974491,0.00001483248,0.0001350165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573676,"threshold_uncertainty_score":0.7205828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145459344235868,"score_gpt":0.4692339718204567,"score_spread":0.3546880373968698,"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."}}