{"id":"W4404616948","doi":"10.1016/b978-0-323-95084-8.00004-5","title":"Control of weeds in pastures","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Geography; Agroforestry; Agronomy; Environmental science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122452,0.0002545146,0.0001538206,0.0003374363,0.0001660839,0.0004132824,0.0003487964,0.0002712265,0.004620744],"category_scores_gemma":[0.00005342949,0.00008760402,0.00008387958,0.0003175972,0.0001954049,0.0002714661,0.0001698316,0.0002260674,0.0008011895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286728,"about_ca_system_score_gemma":0.0001535375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865263,"about_ca_topic_score_gemma":0.009076156,"domain_scores_codex":[0.9999756,0.000003284836,0.000001583183,0.000003761353,0.00001080791,0.000004991311],"domain_scores_gemma":[0.9999806,0.000005765399,0.00000410002,0.000001496567,0.000003015486,0.000005188565],"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":[0.0001697405,0.0002326733,0.002244121,0.0008767345,0.00001847906,0.0003728008,0.0002412828,0.002332355,0.1774858,0.005854433,0.006999556,0.8031719],"study_design_scores_gemma":[0.0001011135,0.002437173,0.06747086,0.0008806931,0.00007963877,0.001969935,0.0005762745,0.005673383,0.05412076,0.007158407,0.859504,0.00002775173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3409144,0.2761258,0.01111026,0.002265911,0.000488329,0.00008678975,0.000389338,0.0004192395,0.3681999],"genre_scores_gemma":[0.5098339,0.1290149,0.0141522,0.0004747049,0.0003607003,0.00004415691,0.0003869321,0.00005982013,0.3456725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004620744,"threshold_uncertainty_score":0.01545787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436852421245072,"score_gpt":0.219940802008653,"score_spread":0.2055722777962022,"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."}}