{"id":"W4389097085","doi":"10.14742/apubs.2023.538","title":"Supporting students and educators in using generative artificial intelligence","year":2023,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Task (project management); Set (abstract data type); Quality (philosophy); Advice (programming); Computer science; Position paper; Higher education; Psychology; Engineering; Political science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02590748,0.0005725223,0.0004886952,0.001771015,0.002817324,0.0198942,0.002147304,0.003262194,0.004527187],"category_scores_gemma":[0.04885328,0.0004938961,0.0004902899,0.001054901,0.008442756,0.01185135,0.01186799,0.006259172,0.002461731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705199,"about_ca_system_score_gemma":0.00517177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005134335,"about_ca_topic_score_gemma":0.001321616,"domain_scores_codex":[0.9831409,0.0109397,0.0007563461,0.000974515,0.003055065,0.001133507],"domain_scores_gemma":[0.9488342,0.0304527,0.003313261,0.005977052,0.005541276,0.005881592],"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":[0.00006965826,0.0007483999,0.02905111,0.0005984317,0.00002397629,0.0009787126,0.3047331,0.001180738,0.00436481,0.2065571,0.02603299,0.4256611],"study_design_scores_gemma":[0.00004946812,0.00036808,0.005138656,0.001401027,0.00003397336,0.00130615,0.1708261,0.00467018,0.007522929,0.2426177,0.5659489,0.0001167561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4068632,0.003873385,0.2753381,0.08171279,0.001033134,0.0005437177,0.00009579607,0.002268657,0.2282711],"genre_scores_gemma":[0.8473138,0.002390409,0.1206297,0.008185063,0.0001458857,0.0003212366,0.00008827261,0.0002315019,0.02069412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02590748,"threshold_uncertainty_score":0.1370134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3359169577456948,"score_gpt":0.5365750368822051,"score_spread":0.2006580791365103,"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."}}