{"id":"W2899518813","doi":"10.1142/s0219843618500251","title":"Endowing a Robotic Tutor with Empathic Qualities: Design and Pilot Evaluation","year":2018,"lang":"en","type":"article","venue":"International Journal of Humanoid Robotics","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"Engineering and Physical Sciences Research Council","keywords":"TUTOR; Empathy; Computer science; Robot; Human–computer interaction; Artificial intelligence; Table (database); Psychology","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":[],"category_scores_codex":[0.001211023,0.0001514996,0.0002286192,0.0002998717,0.0001322246,0.0001644236,0.0003226794,0.00006596748,0.001322808],"category_scores_gemma":[0.0002061955,0.0001270738,0.00006880025,0.00008452118,0.0001895689,0.0002931236,0.00003695776,0.0002859624,0.00008642427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855173,"about_ca_system_score_gemma":0.0001903956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000343616,"about_ca_topic_score_gemma":0.00001902605,"domain_scores_codex":[0.9978805,0.0003556106,0.0005412637,0.0001674946,0.0008675337,0.0001875814],"domain_scores_gemma":[0.9972043,0.0003438423,0.000527753,0.0001238643,0.001700637,0.00009958434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01878979,0.005598339,0.01990467,0.0001002506,0.01311946,0.001518408,0.2083886,0.24346,0.01392566,0.3594111,0.06034572,0.05543803],"study_design_scores_gemma":[0.1025895,0.08709575,0.2527377,0.00679473,0.007059941,0.03353664,0.1976585,0.1537788,0.01049933,0.100911,0.03934409,0.007994103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2697544,0.0009358835,0.6951427,0.004032295,0.01647256,0.0006360691,0.000004638894,0.00007649846,0.01294501],"genre_scores_gemma":[0.9856867,0.00001885861,0.0105575,0.0006829235,0.001849287,0.000007560696,0.000002797708,0.00002658643,0.001167812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7159323,"threshold_uncertainty_score":0.9995901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129842239090365,"score_gpt":0.4186954169227265,"score_spread":0.2888531778323615,"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."}}