{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589246,0.00007326237,0.00006854129,0.00003007755,0.0002965561,0.0001896421,0.000186171,0.00004596977,0.0000594125],"category_scores_gemma":[0.00002803558,0.00003112917,0.00001951584,0.0008433145,0.00005002417,0.0001938702,0.00001793163,0.00007585496,0.00002539496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004517228,"about_ca_system_score_gemma":0.00001250368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003846874,"about_ca_topic_score_gemma":0.0002524823,"domain_scores_codex":[0.9991452,0.0000254513,0.0001020024,0.0002842342,0.0002039416,0.0002392364],"domain_scores_gemma":[0.9997632,0.0000224257,0.00003791892,0.00002553216,0.00008973369,0.00006121901],"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":[0.000003227072,0.00002435097,0.01214993,4.067063e-7,4.600516e-7,8.969428e-7,0.0004015702,0.00002442355,0.9364105,0.00007796229,0.0001278472,0.05077845],"study_design_scores_gemma":[0.00006400579,0.0003187195,0.8583643,0.000006780972,0.000001881554,0.000004734162,0.00001658696,0.00793622,0.1315938,0.0008766993,0.000708468,0.0001077124],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983414,0.00003154173,0.00001638886,0.0006667767,0.0001016221,0.0001671958,0.000003285548,0.00003551292,0.0006362735],"genre_scores_gemma":[0.9992295,0.000008836751,0.0003024298,0.0002494357,0.0001305945,0.000003781589,0.000003065648,2.402128e-7,0.00007212566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8462144,"threshold_uncertainty_score":0.22809,"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."}}