{"id":"W4402062402","doi":"10.1515/zfw-2024-0066","title":"Institutional work and institutional entrepreneurship in the Ontario craft beer industry","year":2024,"lang":"en","type":"article","venue":"ZFW – Advances in Economic Geography","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Craft; Entrepreneurship; Work (physics); Management; Business; Engineering; Art; Visual arts; Mechanical engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001376544,0.0001193154,0.0001885749,0.001727853,0.009535551,0.006191015,0.001000657,0.000484443,0.005251966],"category_scores_gemma":[0.00324922,0.0002346471,0.0001237565,0.00200433,0.01650876,0.001200317,0.004367988,0.0006423986,0.0002025353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03996455,"about_ca_system_score_gemma":0.031418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7676766,"about_ca_topic_score_gemma":0.9287826,"domain_scores_codex":[0.9982602,0.0004204016,0.00003665081,0.0001751722,0.0003848468,0.0007227462],"domain_scores_gemma":[0.9969704,0.0006521791,0.0005230964,0.0002881112,0.0004158347,0.001150308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002091837,0.0002309286,0.2797773,0.0001948815,0.0000521057,0.003523168,0.4605822,0.002290565,0.002300266,0.155446,0.006349757,0.08904369],"study_design_scores_gemma":[0.00002085903,0.00007285908,0.2911093,0.0002170363,0.00002145038,0.0002910139,0.5609427,0.001442655,0.0007275246,0.009427465,0.1356755,0.00005170026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93497,0.0002376697,0.0005575136,0.001447601,0.00001061632,0.00003123861,0.00004238067,0.00001502444,0.06268805],"genre_scores_gemma":[0.9963491,0.00008670922,0.00009233008,0.00001861488,0.000001429295,0.000003623843,0.000008533995,0.000003098269,0.003436663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323234,"threshold_uncertainty_score":0.4673832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117386139962755,"score_gpt":0.2161904519863968,"score_spread":0.2050165905867692,"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."}}