{"id":"W3011747148","doi":"10.11648/j.jbed.20200501.16","title":"Impact of Social Media in Coffee Retail Business","year":2020,"lang":"en","type":"article","venue":"Journal of Business and Economic Development","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Business; Social media; Marketing; Loyalty business model; Coffee shop; Order (exchange); Advertising; Customer engagement; Loyalty; Service (business); Service quality","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":[0.001195666,0.00023426,0.0001896841,0.001532168,0.0019234,0.005578867,0.000361375,0.000600719,0.009123956],"category_scores_gemma":[0.005896128,0.0001522705,0.0003116166,0.001726036,0.001232627,0.002628551,0.002357135,0.000829488,0.00077606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490771,"about_ca_system_score_gemma":0.001500461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888263,"about_ca_topic_score_gemma":0.008575957,"domain_scores_codex":[0.9978162,0.001059276,0.0000829148,0.0001471361,0.000553445,0.0003410271],"domain_scores_gemma":[0.9905234,0.004774249,0.001889728,0.0002271932,0.0009230301,0.001662414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004527674,0.001704237,0.7505374,0.0009823579,0.0002538039,0.002663662,0.03425013,0.0003859691,0.00216395,0.02050489,0.007406566,0.1786942],"study_design_scores_gemma":[0.00002125311,0.0003907631,0.81721,0.0008245471,0.0001585295,0.0007637699,0.1117399,0.00131807,0.0009480632,0.00406259,0.06249883,0.00006366373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074955,0.002445349,0.0003540041,0.003772289,0.0001023728,0.0000714571,0.0002254736,0.00002333247,0.08551022],"genre_scores_gemma":[0.9964111,0.001043814,0.0001621993,0.0001910348,0.00005671058,0.00001349983,0.00004659327,0.000006655488,0.002068385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009123956,"threshold_uncertainty_score":0.03052264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538847145291912,"score_gpt":0.2642959964278794,"score_spread":0.2289075249749603,"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."}}