{"id":"W4410772790","doi":"10.32629/memf.v5i6.3178","title":"Cultural Integration and Its Impact on Chinese Business Overseas: An Analysis of Adaptation and Development Strategies of Chinese Enterprises in Canada","year":2025,"lang":"en","type":"article","venue":"Modern Economics & Management Forum","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Business; Process management; Psychology","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":[0.000108541,0.0001879929,0.0003115295,0.0007578759,0.00005226468,0.0001302154,0.0001268888,0.00002678854,0.00001799294],"category_scores_gemma":[0.00001485329,0.0001494712,0.0000372077,0.0004373123,0.00001826546,0.001180671,0.0001214211,0.00003988989,3.629026e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881512,"about_ca_system_score_gemma":0.00009374636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.167016,"about_ca_topic_score_gemma":0.645048,"domain_scores_codex":[0.999121,0.00000565175,0.0003920297,0.0002421579,0.00009564299,0.0001435211],"domain_scores_gemma":[0.9994111,0.00001859191,0.000305537,0.0001112582,0.0001442146,0.000009266204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002782235,0.000124919,0.666303,0.0002787825,0.0006825594,0.000002501105,0.0002937214,0.2657463,0.00004916912,0.04677675,0.00001630358,0.01944771],"study_design_scores_gemma":[0.0002961965,0.000003396074,0.6045022,0.0000350426,0.00005447775,5.546904e-8,0.001231613,0.3922571,0.000004242004,0.001499966,0.00003522568,0.00008044342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948886,0.00006197667,0.002230357,0.0001549608,0.0001048902,0.0002083464,0.00001593945,0.000007798273,0.002327149],"genre_scores_gemma":[0.9994113,0.00007737891,0.00008946875,0.0001583876,0.00001586981,0.000015211,0.0001863878,0.000007950012,0.00003808744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780319,"threshold_uncertainty_score":0.8385308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009392358659429789,"score_gpt":0.2384896560340297,"score_spread":0.2290972973745999,"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."}}