{"id":"W7077235095","doi":"10.5376/tgg.2024.15.0019","title":"The Impact of Hexaploid Genetics on Wheat Breeding Strategies","year":2024,"lang":"en","type":"article","venue":"Triticeae Genomics and Genetics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Genetic architecture; Food security; Genetic resources; Genomics; Resource (disambiguation); Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001829692,0.000398274,0.0003520187,0.0004538177,0.0002323807,0.001168457,0.0004447488,0.0004305429,0.001480146],"category_scores_gemma":[0.000904629,0.000160488,0.0002213609,0.0006091496,0.0007005996,0.001033108,0.0008293655,0.001138246,0.0003268338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191664,"about_ca_system_score_gemma":0.001009766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343436,"about_ca_topic_score_gemma":0.001687155,"domain_scores_codex":[0.9995124,0.0001443362,0.00004666774,0.0001331879,0.0001216847,0.0000416609],"domain_scores_gemma":[0.9994029,0.0003197195,0.00009300029,0.00004656598,0.0000816798,0.00005606996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004089499,0.0001253301,0.01538786,0.001369742,0.0001566264,0.0008767939,0.001074662,0.007108309,0.2953752,0.06706358,0.001533294,0.6095198],"study_design_scores_gemma":[0.0002926938,0.003861324,0.1116767,0.002111437,0.0007613371,0.006843489,0.003791349,0.01476007,0.1504793,0.07955615,0.6255736,0.0002925753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7225273,0.1022532,0.1061072,0.008950877,0.0007218673,0.0001852725,0.0006030242,0.0004003919,0.05825081],"genre_scores_gemma":[0.8064429,0.1132527,0.06586289,0.003670588,0.0001813164,0.0001224931,0.0008058432,0.0001583492,0.009502988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001829692,"threshold_uncertainty_score":0.009676516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178183953822817,"score_gpt":0.2707394457771409,"score_spread":0.2489576062389127,"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."}}