{"id":"W1976337763","doi":"10.1504/ijbem.2010.029744","title":"The evolution of retailing in India's small towns","year":2009,"lang":"en","type":"article","venue":"International Journal of Business and Emerging Markets","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Psychographic; Business; Marketing; Perspective (graphical); First-mover advantage","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":[0.0007096139,0.00009360519,0.0001646764,0.0003894414,0.00007935068,0.0001196934,0.0002717407,0.0000276271,0.00001430103],"category_scores_gemma":[0.0003297222,0.00006864261,0.00005549798,0.0003043583,0.00004980904,0.0004640304,0.00008973117,0.0001194755,9.918823e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000591784,"about_ca_system_score_gemma":0.00003210425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002173228,"about_ca_topic_score_gemma":0.0001379309,"domain_scores_codex":[0.9990195,0.00001145426,0.0004605894,0.00008623326,0.0002975877,0.0001246459],"domain_scores_gemma":[0.9985846,0.00006493593,0.0004766453,0.00006685761,0.0008000002,0.0000069103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002484579,0.00006419201,0.6429886,0.00002130471,0.0000551731,0.00004743627,0.00006160408,0.00003277466,0.0007177743,0.003086783,0.00007660147,0.3525993],"study_design_scores_gemma":[0.0004831314,0.000004935182,0.9925069,0.0002037336,0.00003132825,0.0000196973,0.0002728221,0.0004094072,0.000008591829,0.001005073,0.004979959,0.00007437797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908562,0.001754004,0.0002585123,0.00368908,0.0008297325,0.00005112018,5.585113e-7,0.000006380482,0.002554412],"genre_scores_gemma":[0.9992407,0.0003645319,0.00007331622,0.00005347655,0.0002192999,8.677526e-7,8.327184e-7,0.000005528547,0.00004147981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525249,"threshold_uncertainty_score":0.2799165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126533672621713,"score_gpt":0.2385312160298783,"score_spread":0.2258778487677069,"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."}}