{"id":"W7096893995","doi":"","title":"Prairie Soils &amp;amp; Crops Journal Integrated Cropping Systems for Weed Management","year":2009,"lang":"en","type":"article","venue":"","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cropping; Sustainability; Weed control; Weed; Crop; Crop production; Cropping system","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":[0.0006845187,0.0002472826,0.0002367776,0.0008139353,0.0009656864,0.001996558,0.0006388564,0.0004421354,0.03085162],"category_scores_gemma":[0.0006360736,0.0002150585,0.0001195013,0.001494394,0.0005209188,0.0008871606,0.000706381,0.0007160454,0.004068617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440959,"about_ca_system_score_gemma":0.002384221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308324,"about_ca_topic_score_gemma":0.179588,"domain_scores_codex":[0.9995859,0.00005589484,0.00001659111,0.00003541324,0.0002720402,0.00003422174],"domain_scores_gemma":[0.9995504,0.00005980062,0.00004631286,0.00004853834,0.0001913185,0.0001035338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001841906,0.0004210634,0.005849104,0.001534229,0.00005678729,0.0005456625,0.0004245474,0.00143459,0.04685785,0.01011502,0.1339166,0.7986602],"study_design_scores_gemma":[0.00003222606,0.000230569,0.02567445,0.0001941902,0.0000377011,0.0006459409,0.0005349015,0.001249749,0.004201728,0.001831522,0.9653407,0.0000262169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1692884,0.08957177,0.04044803,0.02107632,0.003367515,0.001207666,0.005202584,0.00270715,0.6671305],"genre_scores_gemma":[0.488949,0.05519349,0.143812,0.001625425,0.0007157122,0.0002131809,0.002368195,0.0003606729,0.3067623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03085162,"threshold_uncertainty_score":0.103209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345579394250279,"score_gpt":0.2608388938241376,"score_spread":0.2262809543991097,"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."}}