{"id":"W3124243917","doi":"10.1177/09730052241274413","title":"Brand Adoption by BoP Retailers","year":2024,"lang":"en","type":"article","venue":"International Journal of Rural Management","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Marketing","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":[0.000573396,0.0001084469,0.0001187877,0.0005599001,0.0006276051,0.001210512,0.0001736579,0.0003017561,0.002472803],"category_scores_gemma":[0.003465709,0.0001442981,0.000191389,0.0005511616,0.0003202757,0.0008230916,0.0006141098,0.0006262517,0.0002836256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005328069,"about_ca_system_score_gemma":0.0003068372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007444591,"about_ca_topic_score_gemma":0.01225964,"domain_scores_codex":[0.9995322,0.000104668,0.00002066376,0.00007277133,0.0001757304,0.00009398245],"domain_scores_gemma":[0.9983511,0.0005257532,0.0004192349,0.0001214473,0.0003953228,0.0001871087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002487354,0.000350469,0.9247252,0.00006452039,0.00004154989,0.0005943596,0.01899107,0.000169812,0.00707441,0.0007970781,0.0004322102,0.04651047],"study_design_scores_gemma":[0.000005353454,0.0004463293,0.9660728,0.00002665135,0.00003086499,0.0005134412,0.02704539,0.0006003847,0.001294046,0.00021818,0.003719712,0.00002685784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983399,0.00003291886,0.00004278644,0.00005244825,0.000001809407,0.000006542811,0.00001592384,0.000001598008,0.00150613],"genre_scores_gemma":[0.9990096,0.00007111879,0.00007112727,0.0000257473,0.000002221018,0.000001986174,0.00002334738,0.00000124409,0.0007934612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007444591,"threshold_uncertainty_score":0.01480252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194398437508883,"score_gpt":0.2544193658914246,"score_spread":0.2424753815163358,"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."}}