{"id":"W2226621307","doi":"10.22004/ag.econ.229502","title":"Weekly Outlook: Anticipating the December 1 Corn Stocks Estimate","year":2015,"lang":"en","type":"article","venue":"farmdoc daily","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agricultural economics; Quarter (Canadian coin); Pace; Consumption (sociology); Crop; Agribusiness; Economics; Agricultural science; Environmental science; Agronomy; Agriculture; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006812753,0.0003729197,0.0002319667,0.000560574,0.0001560002,0.000924068,0.0002318964,0.0006077283,0.004091911],"category_scores_gemma":[0.003935931,0.0002624056,0.0001565053,0.0005839696,0.00005163192,0.0008981554,0.0003460927,0.0006865237,0.001372741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004633185,"about_ca_system_score_gemma":0.0004371954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675962,"about_ca_topic_score_gemma":0.06358329,"domain_scores_codex":[0.9998835,0.00001991423,0.000007997628,0.00002560679,0.00004661037,0.00001636548],"domain_scores_gemma":[0.9991203,0.0002147094,0.000178966,0.00004643553,0.0003317755,0.0001076941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001309612,0.0003351533,0.4179696,0.00008785669,0.0001704822,0.0006044634,0.0002325148,0.1864949,0.002989211,0.00779031,0.2734424,0.1085735],"study_design_scores_gemma":[0.00007776522,0.0003132367,0.273892,0.00004101713,0.0001084329,0.0000707287,0.0004046246,0.6652032,0.002706618,0.005272076,0.05183936,0.00007096125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8736345,0.0005511433,0.01682887,0.004848977,0.001048937,0.0001170941,0.05494834,0.002239708,0.04578238],"genre_scores_gemma":[0.9598077,0.0002926138,0.009666317,0.0001903383,0.0001733554,0.00004574383,0.02067781,0.0001147665,0.009031381],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02675962,"threshold_uncertainty_score":0.05320776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06700674848610393,"score_gpt":0.2862921584094767,"score_spread":0.2192854099233728,"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."}}