{"id":"W4384834865","doi":"10.1145/3593342.3593360","title":"Exploring ChatGPT’s impact on post-secondary education: A qualitative study","year":2023,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus group; Qualitative research; Session (web analytics); Medical education; Perception; Generative grammar; Pedagogy; Psychology; Engineering ethics; Computer science; Engineering; Sociology; Medicine; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01435769,0.00039408,0.0007755935,0.001367729,0.007918394,0.00362878,0.001683499,0.00163845,0.004442298],"category_scores_gemma":[0.0297645,0.0005128371,0.000336218,0.001301489,0.007728832,0.002584727,0.004912042,0.00302266,0.0006264554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005628357,"about_ca_system_score_gemma":0.005986292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052465,"about_ca_topic_score_gemma":0.0186182,"domain_scores_codex":[0.9892957,0.007345611,0.0002982116,0.0005939779,0.001003653,0.001462905],"domain_scores_gemma":[0.9542811,0.03381314,0.002114843,0.001227903,0.004052408,0.004510521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004962222,0.0001188571,0.004049822,0.0001645485,0.000003166016,0.0007020666,0.9841604,0.00003733656,0.001395762,0.0007470011,0.0004258791,0.008145615],"study_design_scores_gemma":[0.000009934935,0.0001867668,0.004160037,0.0002291311,0.000005297738,0.0003041927,0.9818242,0.0001816169,0.001160485,0.0002460143,0.01167044,0.00002192083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904032,0.0002189576,0.002678964,0.001425143,0.00005002564,0.0002698641,0.0001315554,0.00004032752,0.004781832],"genre_scores_gemma":[0.993465,0.0002601728,0.0009471073,0.0006732506,0.00001974521,0.000279481,0.00003966621,0.00003451628,0.00428099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435769,"threshold_uncertainty_score":0.07593161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166547733515048,"score_gpt":0.4368751731421976,"score_spread":0.2703274396271496,"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."}}