{"id":"W4313040844","doi":"10.1109/hri53351.2022.9889672","title":"“Let's read a book together”: A Long-term Study on the Usage of Pre-school Children with Their Home Companion Robot","year":2022,"lang":"en","type":"article","venue":"2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI)","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Robot; Reading (process); Term (time); Social robot; Function (biology); Variety (cybernetics); Psychology; Computer science; Developmental psychology; Human–computer interaction; Artificial intelligence; Mobile robot; Robot control; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007236523,0.0006047806,0.0006062245,0.0006221255,0.000805915,0.000275743,0.001967328,0.0001303563,0.09233852],"category_scores_gemma":[0.0001468406,0.0004799295,0.0003161089,0.000422774,0.0001693117,0.0003657203,0.0003757664,0.002010813,0.0004503372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898771,"about_ca_system_score_gemma":0.0001502954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007806852,"about_ca_topic_score_gemma":0.0005431201,"domain_scores_codex":[0.9949457,0.001145079,0.0009993331,0.001038395,0.001381402,0.0004900814],"domain_scores_gemma":[0.996178,0.000641692,0.001138327,0.001295813,0.0005700468,0.0001760991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03548422,0.06556307,0.3604476,0.00009702177,0.02018687,0.0005092027,0.1476325,0.01283237,0.02484603,0.1228327,0.1659032,0.04366513],"study_design_scores_gemma":[0.005580444,0.008271878,0.9366797,0.0003944267,0.0002301221,0.0003171399,0.03868519,0.0005908274,0.00127932,0.0006744029,0.00594568,0.001350835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515727,0.00004578837,0.0006535033,0.003541224,0.00567347,0.002188246,0.0002025505,0.0002100195,0.0359125],"genre_scores_gemma":[0.9778666,0.00001762733,0.00001638582,0.002953674,0.0005751192,0.001213113,0.0002618425,0.00009454947,0.01700105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762321,"threshold_uncertainty_score":0.9997652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1890818396500178,"score_gpt":0.4325111967935152,"score_spread":0.2434293571434974,"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."}}