{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004941747,0.00008136799,0.0001238911,0.00004634429,0.00007245801,0.00001364696,0.0000771197,0.00007587517,0.04143783],"category_scores_gemma":[0.00007202634,0.00007721993,0.0000946814,0.0001294294,0.00001786035,0.00004563321,0.00001160833,0.00009598129,0.003002021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001521156,"about_ca_system_score_gemma":0.00003483196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004741609,"about_ca_topic_score_gemma":0.00001443149,"domain_scores_codex":[0.9992578,0.00002666852,0.0001892396,0.00023102,0.00009135268,0.0002039197],"domain_scores_gemma":[0.9994832,0.000141853,0.00004970533,0.00008193756,0.00007120375,0.000172047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006143753,0.0001772236,0.001248961,0.00002763173,0.00004497814,0.00000766197,0.003132042,0.00001187187,0.00001159507,0.02397352,0.9634329,0.007317252],"study_design_scores_gemma":[0.01429161,0.002972463,0.3338194,0.00005199616,0.00007118376,0.0001161531,0.01076091,0.00126494,0.00005902688,0.001193518,0.6345511,0.0008476219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0618452,0.0001457268,0.2195174,0.2211386,0.01370252,0.002863216,0.0001112192,0.001075775,0.4796003],"genre_scores_gemma":[0.9352389,0.000005581824,0.001808418,0.04921396,0.001012521,0.0001099406,0.00007632686,0.00002518832,0.01250914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8733937,"threshold_uncertainty_score":0.9977742,"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."}}