{"id":"W4398239867","doi":"10.33495/jerr_v11i7.23.119","title":"The Inspiration of the International Student Management Service Mechanism of the University of Alberta to Universities in China - Taking China University of Geosciences (Beijing) as an example","year":2023,"lang":"en","type":"article","venue":"Journal of Educational Research and Reviews","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; China; Graduation (instrument); Service (business); Quality (philosophy); Service science, management and engineering; Public relations; Higher education; Political science; Engineering management; Business; Engineering; Marketing; Service design; Service delivery framework","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695389,0.00004648689,0.0001192724,0.0002647949,0.0002666504,0.00003308883,0.0008086233,0.00001447257,0.0001419906],"category_scores_gemma":[0.0002157491,0.00002886369,0.00004787024,0.001302447,0.0001292158,0.000392769,0.0004504939,0.00009429394,0.000002992946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007308045,"about_ca_system_score_gemma":0.0002240239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273715,"about_ca_topic_score_gemma":0.005914242,"domain_scores_codex":[0.9989119,0.00009812786,0.0002414016,0.00008442473,0.0005829569,0.00008122843],"domain_scores_gemma":[0.9985017,0.000189313,0.0006021977,0.0001453558,0.0005481403,0.00001327754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005973309,0.00113706,0.2589635,0.001466985,0.0002573287,0.000003623194,0.03151907,0.003603244,0.003083124,0.6764234,0.01251313,0.01043226],"study_design_scores_gemma":[0.0003878647,0.00006392886,0.8519378,0.0008606543,0.00003316187,0.000001213625,0.04257562,0.0005171202,0.00007144967,0.004529323,0.09895797,0.00006394761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862741,0.0001418318,0.00002853282,0.009839184,0.0002292073,0.0002803071,0.000002959894,5.842664e-7,0.003203354],"genre_scores_gemma":[0.9974064,0.001011959,0.00005774468,0.0000449643,0.00005307647,3.194176e-7,0.000001995685,0.000002078522,0.001421485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.671894,"threshold_uncertainty_score":0.7972314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06835800364804856,"score_gpt":0.3417704395056804,"score_spread":0.2734124358576319,"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."}}