{"id":"W7000622597","doi":"","title":"Genome Wide Association Study of Soybean [(Glycine max (L.) Merr.] Germplasm Derived from Canadian X Chinese Crosses to Mine for Unique Seed-Yield Alleles","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Germplasm; Allele; Genotype; Cultivar; Genetic diversity; Inbred strain; Gene pool; Genetic association","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328715,0.0002051931,0.00013223,0.0004563496,0.000419065,0.0002462073,0.000136085,0.0001080728,0.001281193],"category_scores_gemma":[0.0001350906,0.00006082778,0.0001954507,0.0006805527,0.0001057443,0.00003514849,0.0001287591,0.000288922,0.0001468132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000962152,"about_ca_system_score_gemma":0.001363275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.269823,"about_ca_topic_score_gemma":0.565571,"domain_scores_codex":[0.9999046,0.00000674896,0.000003370361,0.00003152628,0.00003094751,0.00002276931],"domain_scores_gemma":[0.9998804,0.00001047533,0.00002877796,0.000007020275,0.00003313666,0.00004019663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008006957,0.0001532764,0.5260969,0.000134338,0.0004849435,0.0007713188,0.001398174,0.000342348,0.425302,0.0007923694,0.002407617,0.04131609],"study_design_scores_gemma":[0.000006771444,0.00003340022,0.9961076,0.000005337271,0.00004781692,0.00006583228,0.0001130543,0.00009185503,0.001875891,0.00001822807,0.001630197,0.000003947523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968486,0.0001827628,0.0002976925,0.00007815851,0.000004662455,0.00001204298,0.000956739,0.00000798345,0.001611415],"genre_scores_gemma":[0.9899366,0.0005331383,0.001297737,0.00007212498,0.000004067337,0.00001740523,0.00300816,0.0000111083,0.005119565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.730177,"threshold_uncertainty_score":0.536505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516900586400013,"score_gpt":0.2141154722983849,"score_spread":0.1989464664343848,"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."}}