{"id":"W2042818555","doi":"10.1016/j.fcr.2010.11.020","title":"Performance consistency of reduced atrazine use in sweet corn","year":2010,"lang":"en","type":"article","venue":"Field Crops Research","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Bayer CropScience; General Mills","keywords":"Atrazine; Weed control; Weed; Agronomy; Biology; Canopy; Crop; Yield (engineering); Hybrid; Environmental science; Pesticide; Botany","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003591666,0.00005018138,0.000103558,0.00002405438,0.0001126572,0.00002843725,0.0002547615,0.00009775489,0.001053638],"category_scores_gemma":[0.0002293306,0.00002073191,0.00003262591,0.0004001192,0.00009553295,0.00008107058,0.0000644881,0.0004277391,0.00004273694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004982235,"about_ca_system_score_gemma":0.0000147831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007466784,"about_ca_topic_score_gemma":0.01321012,"domain_scores_codex":[0.9991866,0.00004127188,0.0001692186,0.0001591639,0.0002015626,0.0002421717],"domain_scores_gemma":[0.9990612,0.0005804156,0.0000257019,0.0001004734,0.0001750201,0.00005724416],"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":[0.00002939571,0.00004846209,0.04792985,0.000004850453,0.000001789124,0.000001180611,0.0000271949,2.698433e-7,0.9252619,0.001182928,0.0007731552,0.02473901],"study_design_scores_gemma":[0.0001099052,0.0001910838,0.9579152,0.00001138122,0.000001132977,0.000002101322,0.0000574358,0.000126759,0.03355759,0.000350795,0.007619305,0.00005733546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872994,0.00001655559,2.655241e-7,0.003009038,0.00003375547,0.0001656969,0.000007180441,0.00001127597,0.00945678],"genre_scores_gemma":[0.9986172,0.00001440785,0.00006727058,0.00006222289,0.00009318101,0.00003443874,0.000008339175,4.831757e-7,0.001102509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9099853,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07505686324522445,"score_gpt":0.3219477217360825,"score_spread":0.246890858490858,"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."}}