{"id":"W2477353025","doi":"10.1002/9781119162124.ch18","title":"Research and Design for Special Populations","year":2016,"lang":"en","type":"other","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Variety (cybernetics); Special needs; Key (lock); Function (biology); Computer science; Architectural engineering; Psychology; Internet privacy; Data science; Human–computer interaction; Engineering; Computer security; Artificial intelligence; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.064825,0.0007882155,0.0007039067,0.002587329,0.002304069,0.005910262,0.001836539,0.00194818,0.03613669],"category_scores_gemma":[0.07531156,0.0005567826,0.001191416,0.001941322,0.004164102,0.004472599,0.005501486,0.002194511,0.007765234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00352349,"about_ca_system_score_gemma":0.01262266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242408,"about_ca_topic_score_gemma":0.002918295,"domain_scores_codex":[0.9411198,0.05113176,0.002068969,0.001814703,0.003165586,0.0006991833],"domain_scores_gemma":[0.9501016,0.03025343,0.001731832,0.009674906,0.00594034,0.002297893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001949272,0.0004239618,0.00226941,0.00482527,0.0001254054,0.0001464427,0.01943703,0.001282418,0.000850413,0.4246948,0.07874832,0.4670016],"study_design_scores_gemma":[0.0001914012,0.0004477816,0.001700437,0.00450252,0.00009409875,0.0001876245,0.009193141,0.0007261094,0.0008463641,0.1360144,0.8460692,0.00002697687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01747219,0.01724546,0.3773112,0.03144563,0.005257273,0.01880664,0.001671555,0.002181475,0.5286086],"genre_scores_gemma":[0.1503695,0.01918124,0.6619959,0.00889362,0.0008643052,0.05486862,0.00118439,0.0008059927,0.1018365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.064825,"threshold_uncertainty_score":0.3428314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876541547866928,"score_gpt":0.4429962832616754,"score_spread":0.2553421284749826,"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."}}