{"id":"W2092797191","doi":"10.2135/cropsci2005.0123","title":"Selection for Lodging Resistance in Early Generations of Field Pea by Molecular Markers","year":2006,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Saskatchewan Pulse Growers","keywords":"Biology; Marker-assisted selection; Sativum; Selection (genetic algorithm); Field pea; Pisum; Population; Resistance (ecology); Genetic marker; Genomic selection; Breeding program; Biotechnology; Plant breeding; Agronomy; Genetics; Botany; Genotype; Gene; Cultivar; Single-nucleotide polymorphism","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001288313,0.00004406338,0.00005221269,0.000008832585,0.0001911316,0.00002360913,0.0001084033,0.00001730416,0.0000144325],"category_scores_gemma":[0.00002169782,0.00002081977,0.00002041806,0.0002935307,0.0001547742,0.00005780635,0.00002411961,0.00002160962,0.000001076156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002090295,"about_ca_system_score_gemma":0.000004385464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004376234,"about_ca_topic_score_gemma":0.001084175,"domain_scores_codex":[0.9994675,0.000007728857,0.00009798882,0.0001625077,0.0001166165,0.0001476545],"domain_scores_gemma":[0.9998814,0.00002901196,0.00003183907,0.00002147203,0.00001927824,0.00001700255],"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":[0.000006052237,0.00001651698,0.0287766,0.000001802985,4.3852e-7,9.150634e-8,0.00002003112,0.00005503667,0.9688005,0.0001885921,0.0007456504,0.001388677],"study_design_scores_gemma":[0.00008609213,0.0001379725,0.6097422,0.000009612858,0.000002988991,3.264991e-7,0.0001068529,0.0002061591,0.3858017,0.0008289911,0.002972256,0.0001048244],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974117,0.0002321242,0.0003817666,0.0004606581,0.00002542958,0.00009504338,0.000006084398,0.000005384654,0.001381832],"genre_scores_gemma":[0.9982992,0.000008466511,0.001155347,0.00004781762,0.00001688228,0.00001221381,0.000002442752,2.792414e-7,0.0004573652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5829988,"threshold_uncertainty_score":0.1470049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005848495358370727,"score_gpt":0.1906886351034438,"score_spread":0.1848401397450731,"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."}}