{"id":"W1575587132","doi":"10.1002/9780813818832.ch19","title":"Overview of Wheat Classification and Trade","year":2009,"lang":"en","type":"other","venue":"","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Production (economics); Business; Marketing; Grain trade; International marketing; Agricultural economics; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002480395,0.00009273086,0.0001650285,0.000006001369,0.00001427904,0.00001169643,0.00007638386,0.0001357733,0.002157174],"category_scores_gemma":[0.000001848198,0.00002503312,0.00004365808,0.00004962528,0.00002029991,0.00001510476,0.00001093156,0.00003597827,0.00001571302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005507712,"about_ca_system_score_gemma":0.000001684956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006346673,"about_ca_topic_score_gemma":0.0009856299,"domain_scores_codex":[0.9996412,0.00001064372,0.0001072973,0.0001305513,0.00003304269,0.00007719586],"domain_scores_gemma":[0.9998183,0.00001760265,0.00009722087,0.00002408704,0.000002844049,0.00003999807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001295906,0.00002087533,0.0001659731,0.00001879175,0.000009867087,1.069329e-7,0.000007610969,1.041277e-8,0.006486651,0.01304386,0.7526506,0.2275944],"study_design_scores_gemma":[0.00002390911,0.00004338794,0.08404194,0.00003034755,0.000006544609,0.000001320254,0.00001659379,0.000002818499,0.00003820007,0.0001854396,0.91552,0.00008947516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01057322,0.003121195,8.203322e-8,0.004141933,0.00003327303,0.0001547544,0.00007231554,0.00004992171,0.9818533],"genre_scores_gemma":[0.06690324,0.01992768,0.0001217912,0.001372764,0.0009267381,0.000006575362,0.0002563666,0.000005921563,0.9104789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2275049,"threshold_uncertainty_score":0.998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06057698476446356,"score_gpt":0.2517455138946442,"score_spread":0.1911685291301806,"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."}}