{"id":"W4394882781","doi":"10.54254/2754-1169/76/20241826","title":"Research on the Ways of Luxury Brands Maintain the Brand Exposure in China","year":2024,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Marketing; Promotion (chess); Advertising; Position (finance); Social media; China; Government (linguistics); Politics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009488215,0.0001743067,0.0001359331,0.001000563,0.00193017,0.001919533,0.0004493932,0.0004240515,0.002792089],"category_scores_gemma":[0.001169813,0.000146866,0.0001970762,0.001491624,0.001614087,0.001809944,0.0008928724,0.0004195401,0.00008619564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762196,"about_ca_system_score_gemma":0.002009006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03220696,"about_ca_topic_score_gemma":0.06318147,"domain_scores_codex":[0.9996922,0.0000775533,0.00001268355,0.00004444889,0.00006538738,0.0001077518],"domain_scores_gemma":[0.9994707,0.0001422632,0.0001801035,0.00003555045,0.00007607959,0.00009525706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421016,0.0001879185,0.562287,0.00037153,0.00008281145,0.0007591481,0.2153668,0.0006587364,0.006751166,0.05935802,0.001647714,0.1523871],"study_design_scores_gemma":[0.00001401461,0.0001575844,0.8325558,0.0001515229,0.00008654897,0.0002453855,0.1268997,0.002262026,0.002182284,0.006709173,0.02868514,0.00005087093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895335,0.000266843,0.0001944752,0.0003624001,0.000005052612,0.000008619368,0.000009246305,0.000002878156,0.009616952],"genre_scores_gemma":[0.9980325,0.0002783401,0.0001005155,0.00004187893,0.000002406732,0.000002733009,0.000008691898,9.697081e-7,0.001531946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03220696,"threshold_uncertainty_score":0.06403899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282371458199004,"score_gpt":0.3285087794450243,"score_spread":0.2656850648630342,"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."}}