{"id":"W7132669134","doi":"","title":"Chow Tai Fook's Hua Collection: Disruptive Branding in a Commoditized Market","year":2021,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Competitor analysis; Market share; Competition (biology); Homogeneous; Product (mathematics); Profit margin; Profit (economics); Value (mathematics)","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":[0.001814206,0.0003303026,0.0002233282,0.002284022,0.004708656,0.007494936,0.001046833,0.001452436,0.1055152],"category_scores_gemma":[0.004827536,0.000275788,0.0002633392,0.002745761,0.002834788,0.004741895,0.003256145,0.001406012,0.02380952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678051,"about_ca_system_score_gemma":0.004335434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518311,"about_ca_topic_score_gemma":0.04278999,"domain_scores_codex":[0.9989253,0.000192268,0.00004244435,0.00009611554,0.0005670685,0.0001768454],"domain_scores_gemma":[0.9981667,0.0002995384,0.0001276129,0.0005114871,0.0005581217,0.0003366615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008333599,0.0001164167,0.003533093,0.000215397,0.000008677311,0.0009472081,0.005304777,0.0002740293,0.001703369,0.251863,0.5660078,0.1699429],"study_design_scores_gemma":[0.00001111461,0.00003294047,0.002140397,0.0001428518,0.000004614032,0.0002715574,0.001117397,0.0003166083,0.001602125,0.007868751,0.9864654,0.00002616846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02392596,0.001104878,0.002385842,0.007141003,0.0007632784,0.0001342054,0.0008147554,0.00147963,0.9622505],"genre_scores_gemma":[0.1532667,0.001964858,0.003552553,0.001963803,0.0003412066,0.00009432874,0.0009992585,0.001008672,0.8368087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1055152,"threshold_uncertainty_score":0.3529834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550001109888744,"score_gpt":0.2586465613285601,"score_spread":0.2431465502296726,"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."}}