{"id":"W2118127575","doi":"10.2135/cropsci2009.01.0029","title":"When Is Early Generation Selection Effective in Self‐Pollinated Crops?","year":2009,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Heritability; Selection (genetic algorithm); Additive genetic effects; Linkage (software); Genetics; Genetic correlation; Genetic variation; Evolutionary biology; Biotechnology; Gene; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007103098,0.0002955981,0.0007430958,0.000502519,0.0002560411,0.001139887,0.0008953989,0.0007486762,0.001840408],"category_scores_gemma":[0.01057788,0.0002535211,0.0004248271,0.0003195047,0.0009031502,0.001215192,0.0007392791,0.0007841479,0.0003109325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937038,"about_ca_system_score_gemma":0.0003090261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007239621,"about_ca_topic_score_gemma":0.001503513,"domain_scores_codex":[0.9975568,0.001346062,0.0001349621,0.0004077385,0.0003582062,0.0001962333],"domain_scores_gemma":[0.9841467,0.01170025,0.00137506,0.001535679,0.0007710012,0.0004713578],"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":[0.002219269,0.000571931,0.3142791,0.0008229956,0.001005044,0.001945093,0.0008211579,0.01590942,0.3363907,0.01474747,0.002439731,0.3088481],"study_design_scores_gemma":[0.0002744066,0.002745471,0.8176983,0.0002820137,0.0008358465,0.003170116,0.00103457,0.07430483,0.06150157,0.0278646,0.01007494,0.0002134722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611362,0.002454298,0.02914327,0.0009008893,0.00007552624,0.00004167174,0.0001211539,0.0002090888,0.005917975],"genre_scores_gemma":[0.9947827,0.000442281,0.003286745,0.00046965,0.00003579377,0.00002193473,0.00006922511,0.00007200592,0.0008195436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007103098,"threshold_uncertainty_score":0.03756523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183542361058559,"score_gpt":0.2173943357434694,"score_spread":0.1990400996376135,"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."}}