{"id":"W4231841745","doi":"10.1017/9781641892186.003","title":"Resistance and Revolution: Craft Beer Versus Corporate Giants","year":2019,"lang":"en","type":"other","venue":"","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Resistance (ecology); Art; Business; Visual arts; Biology; Agronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537133,0.0003786568,0.0003179034,0.001378506,0.007478938,0.008568645,0.0008801973,0.002955789,0.00497389],"category_scores_gemma":[0.002553475,0.0001808138,0.000208802,0.00177028,0.02049094,0.008049958,0.003550636,0.0043705,0.0005222062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007474681,"about_ca_system_score_gemma":0.002030119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135768,"about_ca_topic_score_gemma":0.01714077,"domain_scores_codex":[0.9970568,0.001395226,0.00004590431,0.000275704,0.0004814061,0.0007449816],"domain_scores_gemma":[0.9979694,0.001108438,0.0003539634,0.00009573919,0.0001868708,0.0002855634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000471935,0.00006701666,0.001751088,0.0001182297,0.000008828009,0.0005460107,0.2268623,0.00006571593,0.0003243695,0.7357984,0.01687144,0.01753938],"study_design_scores_gemma":[0.00002257177,0.00009013334,0.009786865,0.0005605724,0.0000142369,0.000462326,0.3061768,0.000301282,0.0004076649,0.05222479,0.6299204,0.00003244401],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2913308,0.0350779,0.0008334293,0.06662269,0.0006808028,0.00003383133,0.00003344908,0.00003441043,0.6053526],"genre_scores_gemma":[0.9564175,0.01045986,0.0001542528,0.005251491,0.0004311542,0.0000282337,0.00002414676,0.00003393969,0.02719942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01135768,"threshold_uncertainty_score":0.05423284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409255924166825,"score_gpt":0.2206219398821561,"score_spread":0.1865293806404878,"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."}}