{"id":"W33425637","doi":"10.3762/bjnano.11.169","title":"A heuristic model to identify and measure the perception of success in a nascent wine industry","year":2012,"lang":"en","type":"article","venue":"Beilstein Journal of Nanotechnology","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Winery; Winemaking; Nova scotia; Marketing; Heuristic; Business; Work (physics); Index (typography); Wine; Operations management; Computer science; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008819039,0.0001236253,0.0002664535,0.0005048164,0.00005890803,0.00003482946,0.0003262413,0.0003892381,0.00002915989],"category_scores_gemma":[0.0003387624,0.00008889713,0.00005247461,0.000513217,0.00009340719,0.0005691882,0.0001661692,0.0008011154,0.000007032514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003181012,"about_ca_system_score_gemma":0.00002816682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006481286,"about_ca_topic_score_gemma":0.000006350939,"domain_scores_codex":[0.9989303,0.00002185361,0.0004617497,0.0001004982,0.0002272574,0.0002582901],"domain_scores_gemma":[0.9992288,0.00002899824,0.0003889675,0.000168185,0.0001636246,0.00002142816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009034827,0.001539149,0.7230315,0.0006026115,0.0002565,0.0002122275,0.001607912,0.006123851,0.1575543,0.009943758,0.025967,0.07225771],"study_design_scores_gemma":[0.007636213,0.0003782555,0.9193692,0.002142956,0.0006510946,0.001182056,0.007076783,0.008874174,0.006157186,0.01729315,0.028029,0.001209958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806381,0.0002064083,0.0007574167,0.01791896,0.0002162034,0.0001355628,8.233586e-7,0.00001332231,0.0001131238],"genre_scores_gemma":[0.9979517,0.000006000578,0.0001655331,0.0003305865,0.00149133,0.000003998616,4.408452e-7,0.00001228291,0.0000381627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963377,"threshold_uncertainty_score":0.362512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921667410020659,"score_gpt":0.2782536721289656,"score_spread":0.249036998028759,"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."}}