{"id":"W7161607346","doi":"10.36418/gemaekonomi.v12i6.2998","title":"Proposed Digital Marketing Strategy And Food Product Assortment To Increase Sales Performance Of Coffee Shop","year":2023,"lang":"","type":"article","venue":"GEMA EKONOMI","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Government (linguistics); Product marketing; Coffee shop; Sales management; Quarter (Canadian coin); Resource (disambiguation); Digital marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002011776,0.0005523648,0.0006400705,0.000558918,0.0004453372,0.001449698,0.0003776915,0.0001012627,0.0000621659],"category_scores_gemma":[0.0009789943,0.0005490184,0.0001270443,0.001013169,0.00019655,0.001543231,0.0007166921,0.0002227761,0.0001993683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005951878,"about_ca_system_score_gemma":0.0001514802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007332714,"about_ca_topic_score_gemma":0.00002796115,"domain_scores_codex":[0.9968179,0.00007044134,0.0009078974,0.0009274047,0.0004147448,0.0008615981],"domain_scores_gemma":[0.9983016,0.0002795421,0.0005501488,0.0005127477,0.00027275,0.00008324187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002755522,0.0005769399,0.6994847,0.02150407,0.0007095593,0.00005450003,0.0003876839,0.002743311,0.002047034,0.001606925,0.01229587,0.2558339],"study_design_scores_gemma":[0.001910924,0.0004400479,0.9484956,0.00342694,0.0002890404,0.00001166118,0.002971052,0.01676317,0.0003861361,0.000161211,0.02367378,0.001470425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716243,0.00053549,0.000003939148,0.0009846828,0.0004563674,0.001051434,0.00004965916,0.0002411653,0.02505297],"genre_scores_gemma":[0.9962974,0.0001992436,0.00005082108,0.00008597226,0.0007969577,0.00003336382,0.0001054789,0.00007663327,0.002354178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543634,"threshold_uncertainty_score":0.9996961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717762619020206,"score_gpt":0.2147699994022484,"score_spread":0.1975923732120463,"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."}}