{"id":"W24628701","doi":"10.1111/1471-0528.12678","title":"Store image and layout design implementation in developing male cosmetics and perfumery stores in the Netherlands","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Cosmetics; Order (exchange); Marketing; Advertising; Set (abstract data type); Business; Consumer demand; Computer science; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008380205,0.0002484113,0.0002540402,0.0004900364,0.0001337885,0.0002821203,0.0001238653,0.0001017825,0.00008011779],"category_scores_gemma":[0.00002961287,0.0001943748,0.00002249687,0.0003266701,0.00004108973,0.0003584519,0.00005834346,0.000208137,0.000006025081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004595985,"about_ca_system_score_gemma":0.00003125682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589531,"about_ca_topic_score_gemma":0.04642258,"domain_scores_codex":[0.9988773,0.00003070083,0.0003371971,0.00028491,0.0002210961,0.0002487459],"domain_scores_gemma":[0.9995219,0.0001141181,0.0001662453,0.0001092647,0.00008325002,0.000005182937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006004994,0.000021892,0.9253588,0.0003168684,0.0000198947,0.00003566212,0.003923839,4.682694e-7,0.00008495808,0.0006528987,0.0005250811,0.06899962],"study_design_scores_gemma":[0.0005541584,0.000006546825,0.9356792,0.00009878557,0.00009468573,0.000002637957,0.0616601,0.00008516694,0.00001859578,0.0000824352,0.001426605,0.0002910875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953079,0.001165676,0.0001554066,0.0001652109,0.0001344213,0.0006364305,0.000001592505,0.00002189517,0.002411502],"genre_scores_gemma":[0.9968544,0.000350101,0.001397761,0.0002391598,0.00008111857,0.000100135,0.0003106916,0.00004449181,0.0006221069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06870853,"threshold_uncertainty_score":0.9709777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967572345630007,"score_gpt":0.3349786382118059,"score_spread":0.2953029147555059,"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."}}