{"id":"W4394956119","doi":"10.54254/2754-1169/73/20230622","title":"A General Analysis of VW Group's Marketing Strategy in China under Digital Era","year":2024,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"China; Competitor analysis; Promotion (chess); Product (mathematics); Marketing; Context (archaeology); Market share; Business; Advertising; Portfolio; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005010296,0.0001346762,0.0002503741,0.0008154088,0.0000486606,0.00127335,0.0001997847,0.00002979683,0.00004353269],"category_scores_gemma":[0.00001264323,0.0001201262,0.00007197058,0.0007451432,0.0002326483,0.007289275,0.0001861299,0.00007007098,0.000009244592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004763276,"about_ca_system_score_gemma":0.000008061457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904585,"about_ca_topic_score_gemma":0.00079164,"domain_scores_codex":[0.9987555,0.000001708651,0.0003902572,0.0003743094,0.00006030012,0.000417914],"domain_scores_gemma":[0.9997424,0.0000843572,0.0000637929,0.0000830802,0.000004819055,0.00002151364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009297435,0.00002681111,0.04243378,0.00008825384,0.00004133746,0.000004085225,0.00000532609,0.01448227,1.752493e-7,0.8863127,0.000004855988,0.05659114],"study_design_scores_gemma":[0.0001984539,0.00001528892,0.2122182,0.00005969738,0.00007052092,5.833966e-7,0.001043834,0.3059895,5.534775e-7,0.4753762,0.004754732,0.0002724522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520202,0.0003215801,0.00006122612,0.0001368998,0.0001136224,0.00007423436,0.00000537894,0.00001495176,0.2472519],"genre_scores_gemma":[0.9990405,0.0003687296,0.000102927,0.0002225723,0.00009624575,0.000006449959,0.00001735912,0.000006588797,0.0001386476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109365,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009986840077613699,"score_gpt":0.2369085971070013,"score_spread":0.2269217570293876,"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."}}