{"id":"W2076002977","doi":"10.4141/cjps08191","title":"Protein concentration inheritance and selection in durum wheat","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Heritability; Inheritance (genetic algorithm); Selection (genetic algorithm); Biology; Grain yield; Agronomy; Yield (engineering); Biotechnology; Genetic gain; Genetic variation; Genetics; Gene; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003423949,0.0000386559,0.00005754695,0.00002951567,0.000141231,0.00009085164,0.0001091598,0.00002257708,0.00001509733],"category_scores_gemma":[0.00004025431,0.00001719206,0.000008102569,0.0003160263,0.00005376106,0.0001703662,0.000001812161,0.00007501185,5.552459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003841543,"about_ca_system_score_gemma":0.0001176013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277549,"about_ca_topic_score_gemma":0.05338576,"domain_scores_codex":[0.9995028,0.00001135157,0.0001173626,0.00007804237,0.0001076315,0.0001827552],"domain_scores_gemma":[0.9996628,0.00001135617,0.00005769196,0.000005809596,0.00004808988,0.0002142474],"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":[0.000004422074,0.000002569469,0.0244937,5.945587e-7,2.437208e-7,0.00001766769,0.00008538758,0.00001493469,0.9640304,0.0003362992,0.00006152613,0.01095222],"study_design_scores_gemma":[0.0000746184,0.000297205,0.9850696,0.00007343789,0.000001128635,0.0002581653,0.000111821,0.000529403,0.01072191,0.0005653402,0.002221459,0.00007592366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998213,0.0001485305,0.000002326473,0.001290226,0.0000463073,0.00005316311,0.00001371533,0.000001202819,0.0002315568],"genre_scores_gemma":[0.999719,0.00001761857,0.00009786955,0.00009242011,0.00005897096,1.803946e-7,8.098455e-7,9.899613e-8,0.000013085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9605759,"threshold_uncertainty_score":0.9638875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633650727282918,"score_gpt":0.1789148018457647,"score_spread":0.1625782945729355,"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."}}