{"id":"W4245244095","doi":"10.1504/ijtgm.2017.090279","title":"US mushroom import demand estimation with the source-differentiated AIDS model","year":2017,"lang":"en","type":"article","venue":"International Journal of Trade and Global Markets","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mushroom; Almost ideal demand system; Revenue; China; Economics; Consumption (sociology); Consumer demand; Agricultural economics; Market share; Business; Estimation; Production (economics); Market economy; Microeconomics; Marketing; Food science; Biology","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":[0.0002742255,0.000115136,0.0001261077,0.0000555194,0.0002339644,0.000677228,0.0004746528,0.0000550353,0.00003616299],"category_scores_gemma":[0.00007073161,0.00007013675,0.00006457054,0.00003439195,0.00008001912,0.001109492,0.00009564905,0.0001564543,0.000002755709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002162942,"about_ca_system_score_gemma":0.00002584341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006668177,"about_ca_topic_score_gemma":0.00001047153,"domain_scores_codex":[0.9991817,0.000008319746,0.0002192025,0.00009781888,0.0003783293,0.0001146112],"domain_scores_gemma":[0.999155,0.00001832818,0.0005576399,0.0001176749,0.0001316444,0.00001969154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002679715,0.0004642615,0.7325348,0.00008001344,0.00167152,0.0007380741,0.0001227203,0.01386145,0.000217517,0.007449375,0.1199731,0.1202074],"study_design_scores_gemma":[0.001710168,0.00002841893,0.8567555,0.0001158922,0.0001739811,0.0003061101,0.00004560124,0.117924,0.00002503249,0.00661931,0.0161377,0.0001582567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659041,0.00004050853,0.005145494,0.02362719,0.0003752129,0.00005735013,0.000004674552,0.00001080177,0.004834668],"genre_scores_gemma":[0.9970545,0.000006965255,0.000207974,0.0007832404,0.001823975,9.542356e-7,0.000004506999,0.000006410816,0.0001114903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242207,"threshold_uncertainty_score":0.6530526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302389412964371,"score_gpt":0.243148864326213,"score_spread":0.2301249701965692,"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."}}