{"id":"W6963392426","doi":"10.22004/ag.econ.348518","title":"Competitive management for export of roses from Mexico to Canada","year":2024,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Flowering Plant Growth and Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Production (economics); Agriculture; International market; Competitive advantage; Private sector; Market research; Agricultural productivity; Trade barrier; Domestic market; International comparisons","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":[0.00009615914,0.00006020547,0.0001145178,0.0000203369,0.00007528502,0.00000956884,0.0001768753,0.00002766311,0.0004287765],"category_scores_gemma":[0.000006862309,0.00003566347,0.00004964571,0.0001821075,0.00003084792,0.00007118849,0.00006387954,0.0000357889,0.00001025488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003459921,"about_ca_system_score_gemma":0.00002432753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2263761,"about_ca_topic_score_gemma":0.5451799,"domain_scores_codex":[0.9994134,0.00001732436,0.00007218565,0.0001823075,0.0001769109,0.0001379147],"domain_scores_gemma":[0.9996308,0.0001783549,0.00002255374,0.00003521089,0.00006135853,0.00007171347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004398132,0.0002094134,0.01688192,0.0004203483,0.0004291824,0.000278123,0.002904583,0.00008859614,0.4897124,0.01650625,0.05195171,0.4201777],"study_design_scores_gemma":[0.000350401,0.0004530881,0.6273699,0.0002549355,0.00004899524,0.000001688475,0.02678493,0.0004202457,0.03231075,0.0001623304,0.3115485,0.00029418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957764,0.00003795819,0.0001235397,0.001226906,0.0000855181,0.0002055792,0.0007600378,0.00001226161,0.001771849],"genre_scores_gemma":[0.9978767,0.0000277779,0.0004264123,0.0000459385,0.00002594833,6.855976e-7,0.0001898865,5.569308e-7,0.001406061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6104881,"threshold_uncertainty_score":0.7787755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936108866194584,"score_gpt":0.1974731969383392,"score_spread":0.1781121082763934,"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."}}