{"id":"W2149716399","doi":"10.1109/aim.2010.5695806","title":"Promoting engagement in cognitively stimulating activities using an intelligent socially assistive robot","year":2010,"lang":"en","type":"article","venue":"","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Psychological intervention; Psychology; Applied psychology; Robot; Task (project management); Cognition; Social robot; Computer science; Human–computer interaction; Gerontology; Medicine; Artificial intelligence; Engineering; 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":[0.0002922901,0.0006200321,0.0001774642,0.0002866622,0.0002467296,0.0003606415,0.0004277283,0.0003289773,0.001807656],"category_scores_gemma":[0.001038964,0.0001501429,0.0002857704,0.00007582077,0.0004520779,0.0003733695,0.0007281784,0.0002010996,0.0003809656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114636,"about_ca_system_score_gemma":0.0002500818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007560203,"about_ca_topic_score_gemma":0.001286776,"domain_scores_codex":[0.9998056,0.00008354253,0.000007466629,0.00003054082,0.000043791,0.00002900784],"domain_scores_gemma":[0.9996845,0.000136077,0.00005376541,0.00002469366,0.00003751012,0.00006348274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001323451,0.002668575,0.02617333,0.001189518,0.0001587699,0.001455311,0.007365794,0.01242981,0.6757413,0.004308947,0.004101887,0.2630833],"study_design_scores_gemma":[0.001207134,0.03188261,0.2708839,0.0005654115,0.0008442083,0.008650833,0.01407234,0.2266639,0.3089154,0.01080056,0.1247879,0.0007257102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123937,0.0002062509,0.07383278,0.0002232066,0.00003892173,0.0003460416,0.00006662265,0.001030005,0.01186245],"genre_scores_gemma":[0.9290245,0.0001260231,0.06720408,0.00007947761,0.00001322741,0.000232486,0.00006202237,0.00002539273,0.003232867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807656,"threshold_uncertainty_score":0.006047249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576034570736059,"score_gpt":0.4429569059864624,"score_spread":0.2853534489128565,"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."}}