{"id":"W4310728352","doi":"","title":"For some useful and usable acts of assistance when guiding people with cognitive impairments to complete activities","year":2009,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"USable; Computer science; Cognition; Human–computer interaction; Knowledge management; Psychology; World Wide Web; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.001383287,0.0002137318,0.00048478,0.0002256389,0.0002798966,0.00006771553,0.0002510007,0.0001735648,0.00005246441],"category_scores_gemma":[0.0005266202,0.0002042155,0.00007329966,0.0001141431,0.0001946858,0.00009168917,0.0002189419,0.0002884324,0.000002287141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065667,"about_ca_system_score_gemma":0.0003956323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505701,"about_ca_topic_score_gemma":0.001282629,"domain_scores_codex":[0.9983002,0.0004371387,0.000328549,0.0004642228,0.0002046489,0.0002652621],"domain_scores_gemma":[0.9971155,0.0007062231,0.0003750765,0.0006797915,0.0009528055,0.0001706049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002116063,0.006978482,0.2786212,0.007516552,0.001278447,0.00001244514,0.1956749,0.00001895754,0.008496779,0.4135554,0.01292618,0.07280458],"study_design_scores_gemma":[0.008911557,0.0000857671,0.7211414,0.0326545,0.00092467,0.00009677286,0.0112665,0.001292698,0.1243442,0.04293979,0.05447751,0.001864657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540561,0.0005253038,0.02494705,0.0127767,0.0001049345,0.001284497,0.0001737973,0.0001244748,0.006007104],"genre_scores_gemma":[0.9596035,0.000275918,0.0356879,0.000443911,0.00001966376,0.0001097587,0.0002775046,0.00002380698,0.003558076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4425201,"threshold_uncertainty_score":0.8327666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673083019785966,"score_gpt":0.2891805158792887,"score_spread":0.252449685681429,"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."}}