{"id":"W2175807348","doi":"10.1108/jat-10-2014-0027","title":"TalkBox: a DIY communication board case study","year":2015,"lang":"en","type":"article","venue":"Journal of Assistive Technologies","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Originality; Participatory design; Citizen journalism; Assistive technology; Engineering; Design technology; Value (mathematics); Design methods; Knowledge management; Computer science; Human–computer interaction; Engineering management; Engineering ethics; Systems engineering; World Wide Web; Sociology; Qualitative research; Operations management","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003139767,0.0002094861,0.0005622854,0.0004483588,0.0006904225,0.00001460633,0.001200108,0.0004323491,0.00003074704],"category_scores_gemma":[0.005089551,0.0001594715,0.0001131838,0.0005508403,0.0006846456,0.0002648544,0.001033162,0.002312558,0.00005394166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006284727,"about_ca_system_score_gemma":0.0004588432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545387,"about_ca_topic_score_gemma":0.0008252625,"domain_scores_codex":[0.9968923,0.001097818,0.001141563,0.0001993777,0.0003511072,0.0003178397],"domain_scores_gemma":[0.9940639,0.001022884,0.001569328,0.001465963,0.001781358,0.00009654555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000264879,0.001344649,0.931833,0.00002568526,0.0002780027,0.001104403,0.004361159,0.000004419625,0.0000811811,0.001387217,0.03551971,0.02379568],"study_design_scores_gemma":[0.00332584,0.001339597,0.183889,0.0001849738,0.0001741544,0.00102096,0.7823012,0.00003310309,0.0001280664,0.004577842,0.02272852,0.0002967272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828197,0.001380696,0.001561488,0.007585651,0.00034592,0.0008085358,0.000008923124,0.0008034612,0.004685563],"genre_scores_gemma":[0.990721,0.0001328359,0.008588028,0.00009519809,0.00002995306,0.00011357,0.000001543732,0.00001888612,0.0002989761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.77794,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726837626750926,"score_gpt":0.475621396173552,"score_spread":0.3029376334984594,"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."}}