{"id":"W3134225466","doi":"10.1145/3434074.3447213","title":"We Can Do Better! An Initial Survey Highlighting an Opportunity for More HRI Work on Loneliness","year":2021,"lang":"en","type":"article","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Loneliness; Mood; Affect (linguistics); Robot; Anxiety; Psychology; Social robot; Dementia; Human–robot interaction; Applied psychology; Clinical psychology; Social psychology; Computer science; Medicine; Psychiatry; Mobile robot; Artificial intelligence","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":[0.003502233,0.000257376,0.0004433427,0.001357405,0.001479738,0.002030848,0.0003432053,0.001003579,0.02080144],"category_scores_gemma":[0.01224276,0.0001980605,0.0005910221,0.001476687,0.0007038789,0.005558761,0.002413252,0.001747046,0.004392316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007161574,"about_ca_system_score_gemma":0.001184078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589877,"about_ca_topic_score_gemma":0.005633181,"domain_scores_codex":[0.9983003,0.000740108,0.0001927155,0.0001368296,0.0004351145,0.0001950413],"domain_scores_gemma":[0.9919051,0.004052568,0.0007290842,0.0002759233,0.002040921,0.0009963899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001640996,0.0001166194,0.03720478,0.005982992,0.000102128,0.0003349522,0.03242872,0.00006866141,0.000976386,0.003479624,0.258077,0.661064],"study_design_scores_gemma":[0.00001887243,0.0003942164,0.1069853,0.005086831,0.00007760568,0.00111803,0.06312633,0.00009562774,0.0002062054,0.0006737296,0.8221284,0.0000888258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4345816,0.2047332,0.008661359,0.1306555,0.01604977,0.0008400999,0.01220732,0.001068399,0.1912027],"genre_scores_gemma":[0.6654037,0.1875825,0.007175416,0.05466069,0.003311294,0.001035625,0.00452252,0.0004144843,0.07589376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080144,"threshold_uncertainty_score":0.06958783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151716240957965,"score_gpt":0.3801516870068684,"score_spread":0.2649800629110719,"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."}}