{"id":"W4382566950","doi":"10.1007/978-3-031-36336-8_94","title":"Impact of Experiencing Misrecognition by Teachable Agents on Learning and Rapport","year":2023,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Conversation; Computer science; Teachable moment; Artificial intelligence; Psychology; Communication; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0009426644,0.0001594417,0.0002174759,0.0007661908,0.0003068186,0.0002815341,0.00105384,0.00009105387,0.000004237951],"category_scores_gemma":[0.00005693334,0.00015054,0.00004401078,0.0003300739,0.0003524575,0.002747018,0.0008973136,0.000274187,0.00003087449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008544204,"about_ca_system_score_gemma":0.0001957905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004659955,"about_ca_topic_score_gemma":0.000001998276,"domain_scores_codex":[0.9987207,0.00002870217,0.0005066801,0.0002204608,0.0003427509,0.0001806708],"domain_scores_gemma":[0.9984447,0.0001642572,0.0003492224,0.0007501595,0.0001955921,0.00009602396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001607643,0.00007147546,0.002187327,0.0001192892,0.00003857122,0.000001440082,0.02034122,0.0005626694,0.0001176865,0.1122095,0.004737534,0.8595972],"study_design_scores_gemma":[0.001606683,0.001221637,0.01420582,0.001433684,0.00001479993,0.00007416051,0.0004873596,0.9127837,0.0001878515,0.00832881,0.05839013,0.001265326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01803452,0.0007664215,0.2647785,0.0004073184,0.001066049,0.001600487,0.00007483455,0.0005175749,0.7127542],"genre_scores_gemma":[0.9643714,0.004107699,0.02538761,0.0003032449,0.00005286324,0.00006344845,0.000269349,0.00002562429,0.005418787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9463369,"threshold_uncertainty_score":0.6138842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06663819570248916,"score_gpt":0.324522156627977,"score_spread":0.2578839609254878,"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."}}