{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fae1056eb086","filters":{"venue":"Adult and Higher Education"}},"results":[{"id":"W4389631833","doi":"10.23977/aduhe.2023.051916","title":"Utilization of Artificial Intelligence Technology in Higher Education Management","year":2023,"lang":"en","type":"article","venue":"Adult and Higher Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Personalization; Computer science; Learning Management; Artificial intelligence; Big data; SPARK (programming language); Selection (genetic algorithm); Educational data mining; Data science; Decision tree; Machine learning; Higher education; Knowledge management; Data mining; World Wide Web","authors":[{"name":"Longlong Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0422292508286946,"gpt":0.3402151354110782,"spread":0.2979858845823836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465002,0.000413286,0.0003623193,0.002471271,0.0005529899,0.002833988,0.0006623173,0.0006049503,0.001338157],"category_scores_gemma":[0.006494309,0.0002437189,0.0004592455,0.005184735,0.0004339385,0.002677494,0.0009603107,0.0009331827,0.0005876878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363063,"about_ca_system_score_gemma":0.001506197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004585862,"about_ca_topic_score_gemma":0.004353717,"domain_scores_codex":[0.9967344,0.001020549,0.0002327994,0.0004725655,0.001343679,0.0001960644],"domain_scores_gemma":[0.9964888,0.001712302,0.0004488929,0.0006232826,0.0005960366,0.000130686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009327385,0.0003386085,0.05470583,0.0004355376,0.000188247,0.0002667741,0.0005662508,0.02646772,0.003734338,0.01675208,0.007062318,0.8893892],"study_design_scores_gemma":[0.00006003263,0.0005728832,0.1453163,0.0009855526,0.0004033879,0.000873197,0.001778124,0.4919223,0.0223267,0.116309,0.2192428,0.000209695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4758986,0.03355648,0.3463413,0.01285679,0.0007501833,0.0005334606,0.001387846,0.002111545,0.1265639],"genre_scores_gemma":[0.9198529,0.006198534,0.0695926,0.0004949982,0.0001570222,0.00005331066,0.0004800806,0.00003708139,0.003133454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004585862,"threshold_uncertainty_score":0.01303631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}