{"id":"W2051038043","doi":"10.1017/jwe.2014.4","title":"The Changing Size Distribution of California's North Coast Wineries","year":2014,"lang":"en","type":"article","venue":"Journal of Wine Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Distribution (mathematics); Kernel density estimation; Econometrics; Normality; Nonparametric statistics; Market size; Empirical distribution function; Statistics; Economics; Business; Mathematics; Commerce","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019093,0.00009045793,0.0003237468,0.00007992809,0.0001140837,0.00005058295,0.0002053542,0.00004206996,0.0000315906],"category_scores_gemma":[0.0004587701,0.00007750399,0.0001271288,0.0001770342,0.00006980106,0.0001909513,0.00003822451,0.0001292562,0.00002485284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007134642,"about_ca_system_score_gemma":0.00002358753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116542,"about_ca_topic_score_gemma":0.00001702391,"domain_scores_codex":[0.9987029,0.00001080223,0.00100837,0.00008830029,0.0000217752,0.0001677925],"domain_scores_gemma":[0.9981658,0.0001531816,0.001366772,0.000158416,0.0001095694,0.00004623141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000227684,0.0001664507,0.404661,0.00007444176,0.0003015228,0.000001894832,0.0009668067,0.00314051,0.00003623683,0.5471777,0.03563121,0.007614499],"study_design_scores_gemma":[0.001081148,0.0002241054,0.201881,0.0000202241,0.00001226908,0.00002968462,0.0002430298,0.005494031,0.0002665325,0.02185662,0.7686759,0.0002154295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878784,0.0001381875,0.004967768,0.005316953,0.000644707,0.0000466946,0.0001646322,0.000004717828,0.0008379039],"genre_scores_gemma":[0.9983766,0.0001388604,0.0002326121,0.0001928177,0.0008177852,0.000001060512,0.00001434767,0.0000115977,0.0002143237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7330447,"threshold_uncertainty_score":0.3160521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116006751146102,"score_gpt":0.1832161762846632,"score_spread":0.1720561087732022,"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."}}