{"id":"W6991490366","doi":"","title":"Higher Yield and Fewer Weeds in Four-Species Grass/Legume Mixtures Than in Monocultures: Results from the First Year at 20 Sites of Cost Action 852","year":2023,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legume; Forage; Monoculture; Yield (engineering); Product (mathematics); Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812817,0.0001242756,0.000230361,0.0000313776,0.0001669562,0.00001701579,0.0002636038,0.0001567399,0.0001158506],"category_scores_gemma":[0.00004959994,0.00005091479,0.00008449688,0.0006451521,0.0001000325,0.0001451117,0.0001764872,0.0001370549,0.00003882972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000465811,"about_ca_system_score_gemma":0.000004029865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005927265,"about_ca_topic_score_gemma":0.2648748,"domain_scores_codex":[0.9991518,0.00006597412,0.0001644443,0.0002594632,0.000173001,0.0001853699],"domain_scores_gemma":[0.9992921,0.0003836845,0.0001346088,0.00007120454,0.00007061379,0.00004779079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004364895,0.0001042825,0.603203,0.00002715007,0.00005000273,0.00002181011,0.003823907,0.00001058782,0.2959652,0.0001828013,0.09417826,0.001996487],"study_design_scores_gemma":[0.0003663903,0.00005780343,0.9115978,0.0001165976,0.00001088646,5.323475e-7,0.004177552,0.00001105009,0.000979915,0.00007422607,0.08249958,0.0001077069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99128,0.0002778719,1.461794e-7,0.0050204,0.0001357285,0.0002230889,0.0001892506,0.0000278063,0.002845773],"genre_scores_gemma":[0.9921167,0.0003459351,0.000005963946,0.00001698565,0.0001411039,8.189916e-7,0.000113337,7.504343e-7,0.007258345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083948,"threshold_uncertainty_score":0.8960292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04916719193094127,"score_gpt":0.2029434064147385,"score_spread":0.1537762144837972,"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."}}