{"id":"W2157789141","doi":"10.5539/ijef.v1n2p144","title":"How to be Competitive in Chinese Automobile Industry","year":2009,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chinese market; Automotive industry; Business; Market share; Industrial organization; Commerce; China; Marketing; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105841,0.00007250864,0.0001334339,0.0001608786,0.0000169396,0.0002162504,0.0002121209,0.00004153085,0.000009642881],"category_scores_gemma":[0.00003065211,0.00006736948,0.00003697193,0.00007326372,0.0000141477,0.0006651545,0.00003987334,0.0001356613,0.000003450883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003453232,"about_ca_system_score_gemma":0.00001714285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000188956,"about_ca_topic_score_gemma":0.00005561803,"domain_scores_codex":[0.9995973,0.00000212818,0.0001809512,0.00008823829,0.00004883177,0.0000825963],"domain_scores_gemma":[0.999635,0.00001304811,0.000180754,0.0000376139,0.0001254942,0.000008030125],"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":[0.0001671234,0.000172152,0.06212629,0.000004629951,0.00003191772,0.0001228345,0.00008239894,0.005530599,0.00005651411,0.9124234,0.0002656958,0.01901638],"study_design_scores_gemma":[0.0009512961,0.00004867898,0.6163729,0.00009674249,0.000004439795,0.00004293639,0.0001869736,0.002177072,0.00003255589,0.02774976,0.3521729,0.0001637844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725028,0.00007048024,0.00002381375,0.02168208,0.0004228882,0.00003617901,0.000004996761,0.000002173882,0.005254556],"genre_scores_gemma":[0.9946128,0.000164151,0.0001428915,0.004369513,0.0006270803,9.20526e-7,0.000001639929,0.000003176682,0.00007781797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8846737,"threshold_uncertainty_score":0.2747248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133077543037775,"score_gpt":0.2252731953471846,"score_spread":0.2119654410434071,"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."}}