{"id":"W3195657465","doi":"10.1109/ro-man50785.2021.9515354","title":"Effects of an Adaptive Robot Encouraging Teamwork on Students’ Learning","year":2021,"lang":"en","type":"article","venue":"","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dyad; Teamwork; Conversation; Robot; Session (web analytics); Humanoid robot; Human–computer interaction; Affect (linguistics); Computer science; Social robot; Psychology; Task (project management); Choreography; Artificial intelligence; Social psychology; Mobile robot; Robot control; Engineering; Communication; Dance; World Wide Web","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":[0.001443465,0.0007049456,0.0002849925,0.0003438109,0.0004584073,0.0006871282,0.0008507813,0.000635875,0.003235174],"category_scores_gemma":[0.008876292,0.0002594149,0.0003227477,0.0001087678,0.0006169627,0.0005107353,0.001065113,0.0005828183,0.0003763077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194907,"about_ca_system_score_gemma":0.0003147016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002881489,"about_ca_topic_score_gemma":0.0004357882,"domain_scores_codex":[0.9988577,0.0006400933,0.00005189938,0.0001970736,0.0001299351,0.0001232251],"domain_scores_gemma":[0.9928104,0.004929511,0.000531832,0.0005574761,0.0002759719,0.0008948394],"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":[0.01419997,0.0520817,0.05618617,0.002475069,0.0003911451,0.001542801,0.0216447,0.01821586,0.3206511,0.001178335,0.002316043,0.509117],"study_design_scores_gemma":[0.005336064,0.2132508,0.4967459,0.0004589856,0.001055162,0.001717599,0.01848085,0.06746178,0.1513392,0.002888416,0.04077206,0.0004931641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957871,0.0000287387,0.002984805,0.0000485674,0.00001729293,0.00009434235,0.000009078886,0.0001620676,0.0008680071],"genre_scores_gemma":[0.9852666,0.00004164689,0.01341363,0.00004048286,0.00001412271,0.0002309743,0.00002773683,0.000023894,0.0009410866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003235174,"threshold_uncertainty_score":0.01082271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350384970490584,"score_gpt":0.3816496268017084,"score_spread":0.3581457770968026,"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."}}