{"id":"W4381165906","doi":"10.59670/jns.v33i.411","title":"Effect of Chat GPT on the digitized learning process of university students","year":2023,"lang":"en","type":"article","venue":"Journal of Namibian Studies History Politics Culture","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Descriptive statistics; Preference; Task (project management); Variables; Linear regression; Process (computing); Computer science; Regression analysis; Variable (mathematics); Mathematics education; Psychology; Statistics; Medical education; Machine learning; Mathematics; Medicine; Engineering","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":[0.002068854,0.0002296893,0.0002964513,0.000916932,0.001637067,0.003691736,0.0004648786,0.0006133243,0.007152149],"category_scores_gemma":[0.01729031,0.0001621582,0.0003115899,0.0008139474,0.001228085,0.001154559,0.001708208,0.0010286,0.0005976195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456317,"about_ca_system_score_gemma":0.001298989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701961,"about_ca_topic_score_gemma":0.00654387,"domain_scores_codex":[0.9971193,0.001609344,0.000159542,0.0002268702,0.0004550799,0.000429891],"domain_scores_gemma":[0.9849885,0.007969745,0.003275193,0.0006666554,0.001048408,0.002051462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003796019,0.001288128,0.7940303,0.000187721,0.00005639663,0.0008122324,0.1318728,0.0001975081,0.002594354,0.001174371,0.0005642502,0.06684234],"study_design_scores_gemma":[0.00001523475,0.0006937989,0.8478287,0.0001277808,0.00004574835,0.0002134242,0.14402,0.0006548485,0.0008788007,0.0003571153,0.005128595,0.00003598923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970739,0.0000658749,0.0000874899,0.0001382809,0.00000405444,0.00001274493,0.0000134463,0.000005627691,0.002598705],"genre_scores_gemma":[0.9990618,0.00006515709,0.00008295839,0.00003152646,0.000004579757,0.00001619408,0.0000112569,0.000002838198,0.0007237381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007152149,"threshold_uncertainty_score":0.02392632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261157610812101,"score_gpt":0.4302895062039512,"score_spread":0.3041737451227411,"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."}}