{"id":"W3194851240","doi":"10.23977/aetp.2021.55011","title":"Research on Health Model of higher Education system based on Fuzzy Comprehensive Evaluation","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Fuzzy logic; Higher education; Computer science; Process (computing); Health education; Artificial intelligence; Operations research; Engineering; Economic growth; Economics; Health care","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":[0.001105731,0.0004459585,0.0003810455,0.00127248,0.0005508232,0.001454644,0.0007960363,0.0006340952,0.002416619],"category_scores_gemma":[0.00182521,0.0001404793,0.0007204122,0.001055208,0.0006196458,0.002034174,0.0006479294,0.0005046331,0.0001278956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469582,"about_ca_system_score_gemma":0.001824084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02032177,"about_ca_topic_score_gemma":0.01083859,"domain_scores_codex":[0.9994264,0.0001825725,0.00002527177,0.0001206918,0.0001698836,0.00007530005],"domain_scores_gemma":[0.9994854,0.0001913623,0.00006421772,0.00001902616,0.00019816,0.00004182677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004988488,0.00008001958,0.01231497,0.0002225941,0.0001252416,0.0002049769,0.0007683282,0.78805,0.001561026,0.1451344,0.002348051,0.04914049],"study_design_scores_gemma":[0.00001192078,0.000056834,0.003984297,0.00002718725,0.00004709925,0.00005510464,0.0002943911,0.9510748,0.0003627339,0.04249044,0.001573691,0.00002140599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2408701,0.001267136,0.7128602,0.002444146,0.00009325473,0.0001705486,0.0003759642,0.0002542582,0.0416644],"genre_scores_gemma":[0.9759547,0.0003874085,0.02031244,0.00006047957,0.00002082406,0.00006874396,0.0001193802,0.00001010256,0.003066014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02032177,"threshold_uncertainty_score":0.040407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09034770532337669,"score_gpt":0.5007945091122654,"score_spread":0.4104468037888888,"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."}}