{"id":"W4288042832","doi":"10.5539/hes.v12n3p97","title":"Research on the Strategic Management of Local Universities under the Background of Comprehensive Reform of Universities","year":2022,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strategic planning; Strategic management; Strategic thinking; Higher education; Strategic financial management; Quality (philosophy); Business; Public relations; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004474041,0.0001441361,0.0003555962,0.001253009,0.004625615,0.00770247,0.0006926279,0.00102254,0.002858533],"category_scores_gemma":[0.008058354,0.0001717652,0.0001738449,0.002491452,0.008306448,0.005245632,0.003077033,0.001461391,0.0002496463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008954663,"about_ca_system_score_gemma":0.009145401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119886,"about_ca_topic_score_gemma":0.02171043,"domain_scores_codex":[0.9961311,0.002487664,0.00007865216,0.0001953092,0.0002726977,0.0008346795],"domain_scores_gemma":[0.9946923,0.002025397,0.001127343,0.0002288917,0.0009764903,0.0009495913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001248161,0.0001779068,0.06951895,0.0006088328,0.00007000412,0.001114431,0.1454684,0.00548583,0.001290234,0.710309,0.00448224,0.06134942],"study_design_scores_gemma":[0.0000193478,0.0002948095,0.07396629,0.0005885397,0.00006980705,0.0002715692,0.7645508,0.006114318,0.002258911,0.1047477,0.04703711,0.00008076958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006911,0.001469847,0.003901965,0.01326182,0.00003746944,0.00003854579,0.00002714778,0.000013593,0.08055857],"genre_scores_gemma":[0.9981839,0.0003904964,0.0002167616,0.0001475553,0.000006129609,0.000006437642,0.000006752654,0.000001690263,0.001040269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119886,"threshold_uncertainty_score":0.06497091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3283520638345181,"score_gpt":0.4276807561650871,"score_spread":0.09932869233056901,"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."}}