{"id":"W4386639009","doi":"10.54254/2754-1169/23/20230369","title":"Analysis of Sephora's Market","year":2023,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"SWOT analysis; Marketing; Business; Competition (biology); Beauty; Marketing strategy; Loyalty business model; Marketing management; Loyalty; Marketing mix; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718274,0.00009402439,0.0002042749,0.0008428948,0.0001007918,0.0001436525,0.0002024327,0.00002066925,0.00008324097],"category_scores_gemma":[0.00003842081,0.00008486243,0.00005089797,0.001489319,0.0003221384,0.0008238874,0.0001664297,0.00003473377,0.00001142691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001138565,"about_ca_system_score_gemma":0.000004596747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170522,"about_ca_topic_score_gemma":0.0001841965,"domain_scores_codex":[0.9990283,0.000008475027,0.0002462735,0.0002708677,0.00008323642,0.0003628663],"domain_scores_gemma":[0.9996561,0.0001355441,0.0000845289,0.00009803294,0.00001184555,0.00001395962],"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":[0.000007469299,0.00001219679,0.212196,0.0001022918,0.0000377059,0.000002247691,0.000006545351,0.001624375,3.982947e-7,0.7728414,0.0001191588,0.01305018],"study_design_scores_gemma":[0.0002740184,0.000014161,0.5590599,0.0000697092,0.0002323026,2.303713e-7,0.001722773,0.1402652,0.000003889077,0.2187111,0.07933892,0.0003079105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4829306,0.0001580929,0.00002244887,0.0005300156,0.0001415739,0.00006205223,0.000002601715,0.00004303739,0.5161096],"genre_scores_gemma":[0.9977815,0.001045441,0.0001479071,0.0003536147,0.00006498733,0.000006010555,0.000005359971,0.000003878265,0.0005912576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5541303,"threshold_uncertainty_score":0.346059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118458539653832,"score_gpt":0.2615556090999969,"score_spread":0.2497097551346137,"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."}}