{"id":"W3182690647","doi":"10.31234/osf.io/a94pr","title":"sFEra APP: description and usability of a novel tablet application for executive functions training","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Interreg","keywords":"Usability; Cognitive flexibility; Context (archaeology); Flexibility (engineering); Executive functions; Psychology; Rehabilitation; Cognition; Computer science; Applied psychology; Human–computer interaction; 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":[0.00116771,0.001058411,0.0004638107,0.0008902263,0.0003468301,0.0008613914,0.0004890696,0.001012155,0.01459922],"category_scores_gemma":[0.002445833,0.000233875,0.0005274095,0.0002898677,0.0002777938,0.0008320997,0.0006485451,0.0004451609,0.003352051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575558,"about_ca_system_score_gemma":0.000485043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009494359,"about_ca_topic_score_gemma":0.002097018,"domain_scores_codex":[0.99946,0.0001595099,0.00009927209,0.00006020112,0.000161182,0.00005979578],"domain_scores_gemma":[0.9986618,0.0008984312,0.00005045193,0.0000717228,0.0002386295,0.00007908581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005344399,0.003849122,0.02156899,0.009896873,0.0001831355,0.007090752,0.01249865,0.001386641,0.09257903,0.001195012,0.07406191,0.7703454],"study_design_scores_gemma":[0.001785152,0.01712537,0.3410753,0.00378886,0.0008158637,0.04482168,0.007305259,0.01419684,0.07172053,0.002373198,0.4939061,0.001085885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915091,0.00692382,0.1024266,0.001435269,0.0005306202,0.0234512,0.01861999,0.01362455,0.0414788],"genre_scores_gemma":[0.681699,0.004321405,0.2234606,0.001170413,0.0003344264,0.02166311,0.01138243,0.001504542,0.05446408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459922,"threshold_uncertainty_score":0.04883933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099476964336454,"score_gpt":0.3178049917097855,"score_spread":0.246810222066421,"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."}}