{"id":"W4322580768","doi":"10.1051/bioconf/20235603017","title":"Facing post crisis challenges through leadership and inclusion: The case of Napa Valley","year":2023,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"NAPA; Winery; Inclusion (mineral); Vineyard; Political science; Business; Geography; Wine; Sociology; Archaeology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837652,0.0001114961,0.0001807887,0.0001020526,0.0003565891,0.00004645319,0.000211696,0.00008427761,0.0001502252],"category_scores_gemma":[0.00009017524,0.00007344632,0.00004520035,0.0002494244,0.0001520688,0.0003298034,0.0008243109,0.00009960803,0.00001371681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001824217,"about_ca_system_score_gemma":0.00006005436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560906,"about_ca_topic_score_gemma":0.0002218674,"domain_scores_codex":[0.9993058,0.00001789098,0.000205751,0.0001580666,0.0001573476,0.0001551356],"domain_scores_gemma":[0.9994031,0.0001225107,0.0001741859,0.0001570404,0.0001361424,0.000007022199],"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":[0.0003065511,0.0004567745,0.05249757,0.006190017,0.0007875941,0.001584128,0.03358641,0.00005666047,0.004616006,0.6280452,0.133529,0.1383441],"study_design_scores_gemma":[0.002015585,0.0002096594,0.05898573,0.001055182,0.0004252175,0.000146379,0.4087133,0.002659477,0.006652634,0.06669908,0.4513252,0.001112516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035935,0.0008137229,0.00000273003,0.06760541,0.0001787947,0.000110649,0.000004656749,0.00005267934,0.02763789],"genre_scores_gemma":[0.9985939,0.0001530902,0.000007312608,0.0003316736,0.0007886125,0.0000039625,0.000005009714,0.000006198639,0.000110201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613462,"threshold_uncertainty_score":0.2995054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208706188788436,"score_gpt":0.2774077187682714,"score_spread":0.1565370998894278,"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."}}