{"id":"W2048606768","doi":"10.2134/agronj2003.1262","title":"Pesticide Free Production of Field Crops","year":2003,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Manitoba Rural Adaptation Council","keywords":"Pesticide; Agronomy; Environmental science; Crop rotation; Agricultural science; Pesticide application; Production (economics); Crop; Weed control; Certification; Weed; Agroforestry; Toxicology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001743954,0.00005027012,0.00008033989,0.000007004092,0.0001491753,0.00002415344,0.0001378705,0.00003161113,0.0009149332],"category_scores_gemma":[0.0001378814,0.00001860458,0.00005856355,0.00009754693,0.0000202243,0.00008444202,0.00001083115,0.00008012455,0.00001439062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008924733,"about_ca_system_score_gemma":0.00001046788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825429,"about_ca_topic_score_gemma":0.0001999865,"domain_scores_codex":[0.9995247,0.00003434063,0.0001641365,0.00008366035,0.00007885895,0.0001142987],"domain_scores_gemma":[0.999648,0.00007894053,0.00009850071,0.00004583345,0.00007419635,0.00005451702],"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":[0.00003789499,0.0002040121,0.05418309,0.000005205968,0.00005626598,0.000003687345,0.0001357865,0.00004333615,0.6817386,0.02585678,0.03751606,0.2002193],"study_design_scores_gemma":[0.0002962575,0.0003092568,0.7185095,0.00002683172,0.00004314094,0.0002068254,0.0004065118,0.000004741005,0.03770196,0.05687844,0.1854206,0.0001959221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983696,0.0002719598,0.0001617027,0.004790702,0.0001230132,0.00007606534,8.946967e-7,0.00001061632,0.01086907],"genre_scores_gemma":[0.9983466,0.00001029623,0.0006682871,0.0001138774,0.0002516447,0.000005628246,9.904342e-7,3.130339e-7,0.0006024107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6643264,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264695694924868,"score_gpt":0.2079942437940621,"score_spread":0.1953472868448134,"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."}}