{"id":"W6889701267","doi":"10.25916/sut.26281375","title":"‘If you leave it with me I will work it out’: The benefits and challenges in using mainstream devices as assistive technologies for people with disabilities","year":2013,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Assistive technology; Work (physics); Interim; Mobile device; Mobile technology; Universal design","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.001957658,0.0003782942,0.000764533,0.001187149,0.001818664,0.00002203725,0.001735912,0.0009710884,0.0001680529],"category_scores_gemma":[0.001714713,0.0002757724,0.00007940801,0.001697424,0.005623362,0.0004558465,0.001702985,0.002367071,0.00002344671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778038,"about_ca_system_score_gemma":0.0005264824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160833,"about_ca_topic_score_gemma":0.01525782,"domain_scores_codex":[0.9965737,0.0004536529,0.0004640055,0.0008617173,0.0005029849,0.001143952],"domain_scores_gemma":[0.9938976,0.002542267,0.0003659487,0.001740549,0.001352426,0.0001011925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001032638,0.0006580469,0.9200934,0.0006311924,0.0004022915,0.00001234935,0.008096515,0.00003013042,0.0001602164,0.02124099,0.002233011,0.04540925],"study_design_scores_gemma":[0.002683301,0.001373447,0.1356785,0.001890522,0.0001038044,0.00001356956,0.8245142,0.0001620395,0.0003211629,0.006572945,0.02617713,0.000509408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584333,0.003442476,0.0002189877,0.1301134,0.00003305177,0.003532113,0.00003969322,0.0004939566,0.003692983],"genre_scores_gemma":[0.9872828,0.006393283,0.005001299,0.0000512002,0.00001644966,0.0001907021,0.000009854459,0.00003576547,0.001018644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8164176,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529226008300311,"score_gpt":0.3863607952843642,"score_spread":0.2334381944543331,"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."}}