{"id":"W1967535552","doi":"10.1094/php-2003-0325-01-rv","title":"Effect of Diseases on Soybean Yields in the United States and Ontario (1999 to 2002)","year":2003,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Soybean Board; U.S. Department of Agriculture","keywords":"Yield (engineering); Biology; Agricultural economics; Biotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003924439,0.0002855209,0.0002119755,0.0006173248,0.0009802749,0.000782947,0.000381349,0.0001910221,0.0008873635],"category_scores_gemma":[0.001208915,0.0001774402,0.0003022544,0.001159669,0.0003105051,0.0002259317,0.000427996,0.0002603651,0.0001546636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02235316,"about_ca_system_score_gemma":0.01093717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851403,"about_ca_topic_score_gemma":0.9948164,"domain_scores_codex":[0.9996774,0.000025212,0.00001756657,0.00004285345,0.0001648151,0.00007213993],"domain_scores_gemma":[0.9984754,0.00008489577,0.0003765698,0.0000311688,0.0008224595,0.0002094975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009665945,0.00004628521,0.9685393,0.00009397453,0.0002481537,0.0004050992,0.00106996,0.001483873,0.003338834,0.0002053881,0.01000252,0.01359998],"study_design_scores_gemma":[0.00001172981,0.00001773657,0.9955152,0.000008055166,0.00003133597,0.00003118095,0.0002356383,0.000235159,0.0002973337,0.0000146888,0.003596838,0.000005230606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722953,0.001336249,0.0001823055,0.0008932434,0.00004437089,0.00003282534,0.01739517,0.00003411983,0.007786332],"genre_scores_gemma":[0.9784431,0.001297252,0.0002039291,0.0001941099,0.00001817725,0.00002079268,0.01287403,0.00001248943,0.006936076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02235316,"threshold_uncertainty_score":0.1621842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771766177907641,"score_gpt":0.2674450965436441,"score_spread":0.2497274347645677,"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."}}