{"id":"W6902170519","doi":"10.6084/m9.figshare.19208051","title":"What does ‘buying local’ mean to wine consumers?","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine; Purchasing; Context (archaeology); Market segmentation; Wine tasting; Perception","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":[0.0007293938,0.0001148311,0.0002347505,0.0004710064,0.001852226,0.002064629,0.0003608218,0.0005371374,0.004828489],"category_scores_gemma":[0.00347562,0.0001360504,0.0002198452,0.001078645,0.002328895,0.001240653,0.0006585628,0.0005615036,0.0002871912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005463494,"about_ca_system_score_gemma":0.00302579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4912627,"about_ca_topic_score_gemma":0.7313442,"domain_scores_codex":[0.9994596,0.0001381222,0.00002292467,0.00005331985,0.0001955453,0.0001306347],"domain_scores_gemma":[0.9980472,0.0004320373,0.0005791676,0.00007091618,0.0003662683,0.0005043661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001894709,0.0001023127,0.8530273,0.0003296171,0.00006728619,0.0007468102,0.08999828,0.00006747285,0.0009688121,0.004093674,0.008184321,0.04222467],"study_design_scores_gemma":[0.00000674491,0.00004574949,0.8837406,0.000183758,0.00003597976,0.0002590407,0.09782111,0.0001210975,0.0001063532,0.0005925312,0.01705994,0.00002709105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966603,0.001522882,0.0002473347,0.008773026,0.00007545375,0.00001503131,0.0001889939,0.00000892056,0.02256535],"genre_scores_gemma":[0.996246,0.0008976514,0.0001132728,0.0006423955,0.00003490764,0.000005190695,0.00006117392,0.000005014412,0.001994421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912627,"threshold_uncertainty_score":0.9768064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443874024536213,"score_gpt":0.2347740491598181,"score_spread":0.2003353089144559,"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."}}