{"id":"W4410547422","doi":"10.18280/isi.300411","title":"ChatGPT-Based Conversational Artificial Intelligence System for Virtual University Admissions Office Client Attention","year":2025,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Chatbot; Psychology; Artificial intelligence; Multimedia; World Wide Web; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008435698,0.0006955767,0.0006520386,0.001042386,0.0009271658,0.001129196,0.001842551,0.0007226249,0.01092977],"category_scores_gemma":[0.004121506,0.0002344765,0.000338482,0.0006380116,0.0002966438,0.001376101,0.001428335,0.0007290384,0.003118428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801265,"about_ca_system_score_gemma":0.0009954405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537075,"about_ca_topic_score_gemma":0.003792344,"domain_scores_codex":[0.999143,0.0002472603,0.00007126795,0.0002463527,0.0002028219,0.00008934683],"domain_scores_gemma":[0.9980621,0.000804789,0.0001310858,0.0002389158,0.0004300386,0.0003331267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004727894,0.001236805,0.01547818,0.0009685963,0.0002186736,0.003476097,0.006804821,0.005640321,0.1215728,0.004926296,0.08035582,0.7545937],"study_design_scores_gemma":[0.0007053179,0.001859237,0.03704675,0.0002178372,0.0006749856,0.004461959,0.003935056,0.6245334,0.1189632,0.008862201,0.1981227,0.0006174017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3939303,0.001437446,0.4182874,0.00162013,0.0004732985,0.001778684,0.002960646,0.1427133,0.03679868],"genre_scores_gemma":[0.8769641,0.0002905268,0.09841162,0.0006155122,0.0003249748,0.0007726934,0.002615786,0.0008328627,0.01917182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01092977,"threshold_uncertainty_score":0.03656369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615955563248349,"score_gpt":0.3170071383996078,"score_spread":0.2508475827671243,"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."}}