{"id":"W2984755209","doi":"10.1016/j.wep.2019.10.001","title":"Assessing environments of commercialization of innovation for SMEs in the global wine industry: A market dynamics approach","year":2019,"lang":"en","type":"article","venue":"Wine Economics and Policy","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Quest University Canada","funders":"","keywords":"Commercialization; Wine; Business; Marketing; Industrial organization; Distribution (mathematics); Supply chain; Supply and demand; Commerce; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417884,0.0002613826,0.0002692475,0.004436582,0.0008622495,0.003938722,0.0003322785,0.0003878856,0.001942148],"category_scores_gemma":[0.003496801,0.0001524245,0.0005993387,0.004141812,0.001342264,0.002510729,0.002652362,0.0003862064,0.0001131117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182327,"about_ca_system_score_gemma":0.001373258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007199123,"about_ca_topic_score_gemma":0.01087367,"domain_scores_codex":[0.9992943,0.0003452154,0.00003033507,0.00006244252,0.0001292061,0.0001383714],"domain_scores_gemma":[0.9975361,0.001247674,0.0005994675,0.00009870638,0.0003100774,0.0002079626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00030065,0.000285962,0.8966758,0.0001896818,0.0001812447,0.000567268,0.01023838,0.01354396,0.002967641,0.0375196,0.0007002099,0.03682969],"study_design_scores_gemma":[0.00001934458,0.000264741,0.8923714,0.00006941726,0.00007071177,0.0002052171,0.06609739,0.02565991,0.001332787,0.01123878,0.002619582,0.00005069298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899771,0.00005892791,0.002058567,0.0001000819,0.00000207698,0.00004959238,0.0001959573,0.000007559385,0.007549941],"genre_scores_gemma":[0.9986023,0.0000424206,0.001073844,0.000005249659,0.000001515927,0.00002858487,0.00006465377,0.000002831379,0.0001785529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007199123,"threshold_uncertainty_score":0.01583391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235889438168335,"score_gpt":0.2630622901267011,"score_spread":0.2407033957450178,"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."}}