{"id":"W2046108942","doi":"10.1007/s11240-008-9421-x","title":"Tissue culture and agronomic traits relationship in wheat","year":2008,"lang":"en","type":"article","venue":"Plant Cell Tissue and Organ Culture (PCTOC)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Path coefficient; Biology; Trait; Biplot; Path analysis (statistics); Anthesis; Tissue culture; Callus; Agronomy; Embryo; Grain yield; Horticulture; Biotechnology; Botany; Cultivar; Genotype; Mathematics; Statistics; Genetics; In vitro","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008264436,0.0002081712,0.0002443653,0.00001795635,0.0003029481,0.00004297013,0.0001133184,0.0002669889,0.0001283615],"category_scores_gemma":[0.00001118734,0.00008759654,0.0000238378,0.0001632319,0.00008763889,0.0000805669,0.00004803155,0.0002205369,0.00003761235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008976124,"about_ca_system_score_gemma":0.00000744438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190725,"about_ca_topic_score_gemma":0.001010997,"domain_scores_codex":[0.998984,0.0000600948,0.0002054724,0.0003708181,0.00009232705,0.0002873162],"domain_scores_gemma":[0.9996846,0.00006056446,0.00004824354,0.00004248974,0.00002077239,0.0001433135],"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":[0.00003029761,0.00007896947,0.04226744,0.00002487665,0.000005255599,0.000108275,0.003866077,0.000001549274,0.9378675,0.0002709354,0.006144832,0.009333975],"study_design_scores_gemma":[0.0006984776,0.0007187697,0.6627476,0.00004386776,0.00003176737,0.0007160388,0.0009910077,0.000009124525,0.07990611,0.0006257391,0.2529122,0.0005993019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908648,0.005183971,0.000002154361,0.0005461294,0.00007794109,0.0002433855,0.00009984351,0.00003183361,0.002949966],"genre_scores_gemma":[0.99098,0.002322396,0.0001916552,0.0001766692,0.0002882735,0.000008534434,0.0002439352,0.000002197967,0.005786396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8579614,"threshold_uncertainty_score":0.3572083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191787774180842,"score_gpt":0.2021465994547842,"score_spread":0.1829678220367,"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."}}