{"id":"W3015138955","doi":"10.1145/3371382.3378279","title":"Emotional Support Domestic Robots for Healthy Older Adults","year":2020,"lang":"en","type":"article","venue":"","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loneliness; Robot; Social isolation; Dementia; Isolation (microbiology); Psychology; Gerontology; Work (physics); Focus (optics); Independent living; Computer science; Applied psychology; Medicine; Artificial intelligence; Psychotherapist; Engineering","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":[0.0005201116,0.000401434,0.0001832593,0.0002037826,0.0004694569,0.0004931284,0.0004569318,0.000506992,0.005656045],"category_scores_gemma":[0.001673069,0.000105079,0.0003432524,0.00005800531,0.0003878463,0.0006031978,0.001216711,0.0002829908,0.001294331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522885,"about_ca_system_score_gemma":0.0002256174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475728,"about_ca_topic_score_gemma":0.0005616123,"domain_scores_codex":[0.9997516,0.0001269731,0.00001265169,0.00003193122,0.00004234578,0.00003449471],"domain_scores_gemma":[0.9996581,0.0001080848,0.00004027498,0.00003155442,0.0000545405,0.0001073782],"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":[0.001750334,0.00332457,0.023977,0.001964363,0.0001092059,0.001809078,0.01704923,0.003646638,0.08262142,0.005169241,0.03313763,0.8254413],"study_design_scores_gemma":[0.001716982,0.02756986,0.1961246,0.002526232,0.0006901594,0.01096923,0.04514206,0.0533131,0.06961299,0.02562237,0.566269,0.0004434883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8806459,0.002800834,0.07045628,0.003235826,0.0004472445,0.0005126574,0.0002490644,0.001762775,0.0398895],"genre_scores_gemma":[0.9599904,0.0007943467,0.02878023,0.0005776329,0.00007351262,0.0004373228,0.0001575768,0.00005074313,0.009138381],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005656045,"threshold_uncertainty_score":0.01892132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056520133879777,"score_gpt":0.4111525153697447,"score_spread":0.350587314030947,"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."}}