{"id":"W3121767676","doi":"","title":"Consumer Transactions with Smes: Implications for Consumer Scholars","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Business; Marketing; Government (linguistics); Service (business); Consumer spending; Commerce; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002497449,0.0001833844,0.0003644273,0.001624505,0.004475458,0.005076517,0.0006676745,0.001716366,0.008319858],"category_scores_gemma":[0.006574388,0.0001061013,0.0002064579,0.004888325,0.005064723,0.00427004,0.001778501,0.001108328,0.000287538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006516378,"about_ca_system_score_gemma":0.008431642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2160295,"about_ca_topic_score_gemma":0.2245682,"domain_scores_codex":[0.998969,0.0004868299,0.00004229771,0.00005835453,0.0002411799,0.0002024822],"domain_scores_gemma":[0.9932272,0.004228628,0.0005264207,0.0001158172,0.001116795,0.0007851945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000239336,0.0003050924,0.1835867,0.001888128,0.00004184682,0.00534873,0.3752889,0.0003728205,0.0004596309,0.2091508,0.05427806,0.1690399],"study_design_scores_gemma":[0.00001329445,0.00007145025,0.1007456,0.002074709,0.0000266568,0.0009400134,0.7520765,0.0003841599,0.0001535366,0.02793938,0.1155377,0.00003692426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5376918,0.06354018,0.0007795048,0.2526929,0.0006816157,0.00007511149,0.0003399723,0.00002509536,0.1441738],"genre_scores_gemma":[0.9537435,0.03208083,0.0003201985,0.00781175,0.0003605079,0.00003312251,0.00007142009,0.00001029084,0.005568439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160295,"threshold_uncertainty_score":0.4295441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903888074461443,"score_gpt":0.3015149724684472,"score_spread":0.2824760917238328,"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."}}