{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923883,0.0001347096,0.0001404251,0.0004677716,0.00004810734,0.0006110856,0.0004000419,0.00002478865,0.0004085853],"category_scores_gemma":[0.00001700656,0.0001130223,0.0001622986,0.0001902031,0.00003826273,0.001189224,0.0002017372,0.0001431745,0.0002833031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139614,"about_ca_system_score_gemma":0.000007357376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000401668,"about_ca_topic_score_gemma":0.00001034959,"domain_scores_codex":[0.9986952,0.000006162251,0.0003900461,0.000103034,0.0006633276,0.0001422212],"domain_scores_gemma":[0.9994365,0.00002078811,0.0001950626,0.00007962421,0.0002563088,0.00001170325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001333882,0.00009523286,0.03279398,0.0001487674,0.001123269,0.0005247951,0.00005541609,0.00002183153,0.0005930924,0.02011672,0.155991,0.7884024],"study_design_scores_gemma":[0.0007591533,0.0000172575,0.01896953,0.0004819416,0.0003418422,0.00004384732,0.0008016592,0.000459463,0.00002041798,0.0011448,0.9767371,0.0002229381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780974,0.008157623,0.004682969,0.02897921,0.02203846,0.0004515556,0.00001621517,0.0002498539,0.05732671],"genre_scores_gemma":[0.9958234,0.0004584163,0.0001081219,0.0003528889,0.0006344411,0.000005831061,0.00001447762,0.00001890515,0.002583471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207461,"threshold_uncertainty_score":0.5892712,"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."}}