{"id":"W4205973338","doi":"10.33423/jabe.v23i3.4347","title":"Revenue Management Perspectives in Small-Farm Winery Operations","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Winery; Revenue management; Revenue; Business; Competitor analysis; Marketing; Yield management; Sustainability; Industrial organization; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001647946,0.0001924677,0.0001374609,0.0008650829,0.002488136,0.004563085,0.0006892571,0.0006685618,0.007080372],"category_scores_gemma":[0.002981758,0.0001144715,0.0002209109,0.0007188942,0.001684818,0.002290512,0.001405499,0.0009631229,0.0004059082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252369,"about_ca_system_score_gemma":0.002451351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008219452,"about_ca_topic_score_gemma":0.02002384,"domain_scores_codex":[0.9987125,0.0006550599,0.00003421601,0.00009654812,0.00016327,0.0003384534],"domain_scores_gemma":[0.998264,0.0007438179,0.0003505063,0.00005728644,0.0002037938,0.0003806394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007333733,0.002319128,0.1451757,0.0005491487,0.00009436365,0.03354108,0.1318073,0.02895282,0.0116411,0.4494252,0.01721345,0.1785474],"study_design_scores_gemma":[0.00005930015,0.0007357363,0.109348,0.0004537866,0.00004548739,0.003530915,0.6252508,0.02749013,0.00378552,0.06636984,0.1627418,0.0001887285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219958,0.0003106525,0.002904902,0.002724955,0.00003914623,0.00007579125,0.00006052952,0.00001811724,0.07187018],"genre_scores_gemma":[0.9962865,0.0001503057,0.0005045172,0.00006341786,0.000009711745,0.000007433141,0.00001883905,0.000005417306,0.00295377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008219452,"threshold_uncertainty_score":0.02368623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898417464699323,"score_gpt":0.2004713824768879,"score_spread":0.1814872078298946,"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."}}