{"id":"W4381999533","doi":"10.32996/jbms.2023.5.3.16","title":"Marketing Challenges and Trends Influencing Wine Producers and Consumers","year":2023,"lang":"en","type":"article","venue":"Journal of Business and Management Studies","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Wine; Marketing; Business; Digital marketing; Perspective (graphical); Marketing research; Computer science","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":[0.003826619,0.0001624758,0.0002216597,0.0007578968,0.003762557,0.009524586,0.0004833171,0.001741746,0.003410662],"category_scores_gemma":[0.008968528,0.0001751161,0.0001788398,0.001509647,0.003004867,0.006445918,0.001830097,0.002081255,0.0004099341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858279,"about_ca_system_score_gemma":0.001663643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002991,"about_ca_topic_score_gemma":0.01574886,"domain_scores_codex":[0.9974412,0.001282319,0.00008517841,0.0002774728,0.0005661385,0.000347788],"domain_scores_gemma":[0.9947191,0.002525697,0.0009290445,0.000127112,0.001006252,0.0006927176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002673292,0.0003916182,0.2282474,0.0007620368,0.00009682142,0.002785035,0.4528756,0.0003959657,0.002286657,0.07348582,0.05007406,0.1883316],"study_design_scores_gemma":[0.000009256863,0.0000954047,0.08297482,0.0003188251,0.00002905681,0.0004872979,0.7446081,0.0004823755,0.000543102,0.01034725,0.1600268,0.00007768111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647408,0.006204821,0.000806831,0.070476,0.000463116,0.00003292748,0.0001174916,0.00002377867,0.0571341],"genre_scores_gemma":[0.9866337,0.004307164,0.0003734985,0.0036022,0.0002150895,0.00001442189,0.00004920404,0.00002126243,0.004783392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002991,"threshold_uncertainty_score":0.02073836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845598337795263,"score_gpt":0.262242060476956,"score_spread":0.2137860770990034,"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."}}