{"id":"W2039948807","doi":"10.2135/cropsci2013.04.0223","title":"Breeding for Competitive and High‐Yielding Crop Cultivars","year":2014,"lang":"en","type":"article","venue":"Crop Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Agronomy; Biology; Cultivar; Avena; Weed; Weed control; Avena fatua; Grain quality; Oryza sativa; Forage; Crop; Competition (biology)","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":[0.000465269,0.0003433735,0.000272138,0.0005333964,0.0004018772,0.0003222066,0.0006138635,0.0002723919,0.001378733],"category_scores_gemma":[0.0002476795,0.0001692527,0.0003164212,0.0003074976,0.0002085432,0.0001607728,0.0004305298,0.0005166787,0.0003739168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000883125,"about_ca_system_score_gemma":0.0006708718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007502893,"about_ca_topic_score_gemma":0.03188953,"domain_scores_codex":[0.9996365,0.0000426577,0.00003877529,0.0001105483,0.0001068443,0.00006459458],"domain_scores_gemma":[0.9993553,0.0000974436,0.000100673,0.000064322,0.0001543043,0.0002279919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001568176,0.0001281444,0.005976079,0.00002846588,0.00002690317,0.0001252034,0.00008420524,0.00009522395,0.9895024,0.0001299367,0.00006765462,0.003679005],"study_design_scores_gemma":[0.0003456765,0.00592003,0.5955598,0.00004584055,0.0002901022,0.002059401,0.0008748648,0.004181043,0.3740015,0.0002397173,0.01639233,0.00008969753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971893,0.00007323957,0.001504181,0.00001732872,0.000006725396,0.00007244991,0.0002112489,0.00003391365,0.0008914318],"genre_scores_gemma":[0.9808302,0.0001146842,0.01111616,0.0001167888,0.000007027785,0.0001476917,0.001450372,0.00006382066,0.006153259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007502893,"threshold_uncertainty_score":0.01491845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059693204930973,"score_gpt":0.243783457205745,"score_spread":0.2231865251564353,"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."}}