{"id":"W4413508498","doi":"10.64628/aam.d7hhr7h6d","title":"AI-powered chatbots, designed ethically, can support high-quality university teaching","year":2022,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"Quality (philosophy); Computer science; Engineering ethics; Psychology; Engineering management; Medical education; Knowledge management; Engineering; Medicine; Philosophy; Epistemology","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":[0.01019799,0.0007472546,0.0003626525,0.001381565,0.004175035,0.00501031,0.001659884,0.00272981,0.02187904],"category_scores_gemma":[0.05446342,0.0004338976,0.0002956196,0.0006474797,0.003395918,0.005000585,0.006223076,0.002932726,0.009162945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106627,"about_ca_system_score_gemma":0.002640086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004977657,"about_ca_topic_score_gemma":0.001188356,"domain_scores_codex":[0.9909269,0.005935994,0.0002467422,0.0004502567,0.001790037,0.0006501758],"domain_scores_gemma":[0.9334885,0.03862732,0.00433203,0.007259374,0.007261908,0.009030836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001481411,0.001897274,0.01713199,0.001361247,0.00009960598,0.001299809,0.05111171,0.006209759,0.06196593,0.3263367,0.1234868,0.4076179],"study_design_scores_gemma":[0.0003164578,0.00139626,0.01528835,0.0008554002,0.00008174594,0.001689283,0.02885661,0.06623833,0.03057165,0.2860475,0.5682414,0.0004170252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1728408,0.0007803631,0.5005757,0.01618892,0.002799624,0.0009842527,0.0002729988,0.0155742,0.2899833],"genre_scores_gemma":[0.8571714,0.0002323941,0.06681472,0.00270459,0.0005650548,0.001142664,0.0002223468,0.00141072,0.06973598],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02187904,"threshold_uncertainty_score":0.07319272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333078681591288,"score_gpt":0.2900006799583326,"score_spread":0.2666698931424197,"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."}}