{"id":"W4400739895","doi":"10.1111/pbr.13194","title":"Evaluating effectiveness of clonal plant selection of alfalfa (<scp><i>Medicago sativa</i></scp> L.) and sainfoin (<scp><i>Onobrychis viciifolia</i></scp> Scop.) in mixtures: Mean performance and stability in a multi‐environment trial","year":2024,"lang":"en","type":"article","venue":"Plant Breeding","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Western Grains Research Foundation","keywords":"Medicago sativa; Biology; Medicago; Selection (genetic algorithm); Botany; Agronomy; Horticulture; Gene; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.003435416,0.0002270644,0.0004828374,0.00008152059,0.00009560669,0.00005941762,0.0001430619,0.0001502539,0.000009210929],"category_scores_gemma":[0.0004047989,0.0001168621,0.00006155112,0.0002413141,0.0001256021,0.0003250684,0.0001231906,0.0002740085,0.000001631065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390758,"about_ca_system_score_gemma":0.00003248659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002816491,"about_ca_topic_score_gemma":0.001060781,"domain_scores_codex":[0.997777,0.0003939371,0.0006704568,0.00050079,0.0003229626,0.0003348154],"domain_scores_gemma":[0.9960916,0.003483064,0.0002646522,0.00005269914,0.00002174168,0.00008625309],"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":[0.0009170615,0.0002301791,0.1735621,0.00107013,0.00007531681,0.000006490689,0.004638321,0.0001033996,0.8070536,0.00006385216,0.00007247923,0.01220706],"study_design_scores_gemma":[0.01051395,0.004954201,0.7301408,0.006716425,0.0001230019,0.0001796342,0.008505612,0.1428148,0.09379943,0.0001108252,0.001837142,0.0003041311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979337,0.0007753251,0.00002180646,0.00002805949,0.0002499432,0.0007192453,0.0001127398,0.00002329446,0.0001358927],"genre_scores_gemma":[0.9992366,0.0003647418,0.00014949,0.00001067655,0.0001338302,0.00004806814,0.00004416683,0.000003243333,0.0000092037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7132542,"threshold_uncertainty_score":0.4765498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05130980199261107,"score_gpt":0.2672208423999663,"score_spread":0.2159110404073552,"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."}}