{"id":"W4393126974","doi":"10.1017/9781788214933.013","title":"Aestheticizing hipster retail infrastructure: from Neapolitan to cosmopolitan","year":2023,"lang":"en","type":"other","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Neighbourhood (mathematics); Optimal distinctiveness theory; Consumption (sociology); Marketing; Economic geography; Economy; Sociology; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001208037,0.0006295874,0.0006809893,0.0007992932,0.0001297436,0.0003947437,0.0005792844,0.0002937104,0.01226576],"category_scores_gemma":[0.00009312973,0.0005671019,0.0001888174,0.0006079191,0.00009697033,0.0002081906,0.0008287851,0.0002989952,0.01422125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355665,"about_ca_system_score_gemma":0.00002119298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0184179,"about_ca_topic_score_gemma":0.02363057,"domain_scores_codex":[0.9976998,0.0000117239,0.0004024611,0.000764795,0.0004644299,0.0006568186],"domain_scores_gemma":[0.9987754,0.00004038428,0.0002555754,0.0008094262,0.00007798371,0.00004129074],"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":[0.000007206464,0.00001375242,0.06910237,0.00005943391,0.0001182196,0.00003113582,0.00003138168,1.122991e-7,0.00001364243,0.003426493,0.8887396,0.03845659],"study_design_scores_gemma":[0.0002620714,0.000004609406,0.01956569,0.0002535161,0.000273894,5.674195e-7,0.0002997438,0.000007633884,0.000003085675,0.0008804979,0.977729,0.0007196515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005640442,0.0004238292,0.0000426699,0.00174994,0.001986542,0.0007402941,0.00009279337,0.003697697,0.9856258],"genre_scores_gemma":[0.00633627,0.00004710137,0.0005948495,0.00244408,0.001999759,0.0001206146,0.0001167209,0.003114464,0.9852262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08898937,"threshold_uncertainty_score":0.999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029993045899155,"score_gpt":0.2493294562236907,"score_spread":0.2190295257646991,"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."}}