{"id":"W6949561096","doi":"10.5281/zenodo.15011925","title":"The Development Mode and Development Strategy of Sino-Foreigncooperation on the Education in Local Universities","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Negotiation; Curriculum; Quality (philosophy); Professional development; Compliance (psychology); Sustainable development; International education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009164751,0.00006149955,0.00005234961,0.0001423016,0.001440687,0.0003569398,0.0006291086,0.0000225089,0.00007845795],"category_scores_gemma":[0.00006800841,0.00004414354,0.000007528706,0.0003415103,0.00009260411,0.0001352663,0.000331671,0.0001244969,0.00006946182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922182,"about_ca_system_score_gemma":0.0001423351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001437947,"about_ca_topic_score_gemma":0.00000299437,"domain_scores_codex":[0.9989986,0.0003973172,0.0001676611,0.0001647994,0.000155084,0.0001165314],"domain_scores_gemma":[0.9994217,0.00008060996,0.00004731964,0.000222786,0.0001964896,0.00003106449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008623045,0.0000709497,0.000005698597,0.00001192355,0.000009008504,1.495794e-7,0.005838498,0.0002861879,0.0001135919,0.3572564,0.003259196,0.6331398],"study_design_scores_gemma":[0.0002309087,0.00005235993,0.01138344,0.00006956737,0.000002139413,0.000004467331,0.009849072,0.003891676,0.003826775,0.001237157,0.9693343,0.0001181234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2752239,0.0001408621,0.5931898,0.004015518,0.0002227952,0.0005312756,0.000002910458,0.0002101824,0.1264627],"genre_scores_gemma":[0.9934485,0.00001409596,0.004748569,0.0001319853,0.000008926277,9.140668e-8,0.00003135309,0.0000462032,0.001570251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9660751,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523029996717288,"score_gpt":0.2975273737650404,"score_spread":0.2622970737978675,"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."}}