{"id":"W4408122838","doi":"10.1017/wet.2025.14","title":"Cropping system rotation in combination with harvest weed seed control for wild oat (<i>Avena fatua</i>) management","year":2025,"lang":"en","type":"article","venue":"Weed Technology","topic":"Agriculture, Plant Science, Crop Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Alberta Crop Industry Development Fund","funders":"","keywords":"Avena fatua; Weed control; Agronomy; Weed; Biology; Crop rotation; Crop","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978801,0.0003168614,0.0004029062,0.0003099653,0.0006271555,0.0004473261,0.0007429527,0.0001550663,0.001904806],"category_scores_gemma":[0.0003940486,0.0001125534,0.0004221212,0.0002869547,0.0001962827,0.000249242,0.0002381331,0.0003988253,0.0001290893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323532,"about_ca_system_score_gemma":0.003483421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1851604,"about_ca_topic_score_gemma":0.5346975,"domain_scores_codex":[0.9997005,0.000043898,0.00001900034,0.00008381663,0.0000797887,0.00007294891],"domain_scores_gemma":[0.9995375,0.00003889884,0.0001338647,0.00002246861,0.00008569601,0.0001816764],"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":[0.0249062,0.01398116,0.1865445,0.001552819,0.001337301,0.0007775493,0.001202852,0.004584622,0.5173435,0.0006320814,0.004391181,0.2427462],"study_design_scores_gemma":[0.0005748043,0.03511274,0.9292793,0.0001052453,0.000606833,0.0001172071,0.0007771585,0.003123822,0.01894957,0.0001695724,0.01112918,0.00005465577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966497,0.000402897,0.0003319508,0.00008449393,0.00002560496,0.0002943185,0.0003795419,0.00005644495,0.001775032],"genre_scores_gemma":[0.9948196,0.0003426097,0.002596784,0.00008281028,0.000009925332,0.0001697223,0.0004219549,0.00000885163,0.001547717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851604,"threshold_uncertainty_score":0.3681653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004833039193863434,"score_gpt":0.1838471445348689,"score_spread":0.1790141053410055,"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."}}