{"id":"W4392860638","doi":"10.5539/hes.v14n2p27","title":"Evaluating Student Satisfaction: A Small Private University Perspective in Japan","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Higher education; Mathematics education; Medical education; Pedagogy; Computer science; Political science; Medicine","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":[0.002061345,0.0002152651,0.0003525404,0.001116153,0.001713094,0.002178711,0.0003446847,0.0003639643,0.003097524],"category_scores_gemma":[0.003116434,0.0001417598,0.000320924,0.001735249,0.0008084009,0.001152598,0.001945709,0.0003852377,0.0003634734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127162,"about_ca_system_score_gemma":0.001373001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006793924,"about_ca_topic_score_gemma":0.01308002,"domain_scores_codex":[0.9987495,0.0005160502,0.00011042,0.0001232881,0.0002869656,0.0002138343],"domain_scores_gemma":[0.9955335,0.0006928993,0.0008181817,0.0001705469,0.001064262,0.001720633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000468438,0.0006622469,0.8799164,0.0001926079,0.00005517666,0.0008712591,0.0383957,0.0002241365,0.007297893,0.0005490243,0.001565851,0.06980123],"study_design_scores_gemma":[0.00001347825,0.0009082147,0.9136523,0.00004200602,0.00004946701,0.0002846969,0.07861852,0.0006781445,0.001100736,0.000192147,0.004424348,0.00003599145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976386,0.00006407308,0.0003593499,0.0001867148,0.000008205093,0.0000173052,0.00005473775,0.000006468017,0.001664557],"genre_scores_gemma":[0.9988278,0.00009108872,0.0003403998,0.00007057517,0.00001564885,0.00002127073,0.00007422833,0.000005222528,0.0005538822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006793924,"threshold_uncertainty_score":0.01350874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185676613818727,"score_gpt":0.4771153387072997,"score_spread":0.358547677325427,"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."}}