{"id":"W2056182387","doi":"10.1139/gen-2013-0134","title":"Mapping and candidate genes associated with saccharification yield in sorghum","year":2013,"lang":"en","type":"article","venue":"Genome","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Louisiana at Lafayette; U.S. Department of Energy","keywords":"Biology; Sorghum; Germplasm; Sweet sorghum; Quantitative trait locus; Hydrolysis; Candidate gene; Gene; Secondary cell wall; Biotechnology; Botany; Genetics; Agronomy; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008730522,0.00004907333,0.00005365859,0.00001188882,0.00006388115,0.00004279329,0.00004995081,0.00002783985,0.0002842718],"category_scores_gemma":[0.000007721516,0.00001816503,0.000006880293,0.0001617423,0.00002012763,0.00006860994,0.00002333839,0.00003296425,0.00001947756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001368854,"about_ca_system_score_gemma":0.000001470137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298185,"about_ca_topic_score_gemma":0.00179401,"domain_scores_codex":[0.9995942,0.00001409834,0.00007895951,0.0001491406,0.00005005647,0.0001135207],"domain_scores_gemma":[0.9998803,0.000009661376,0.00003588478,0.00002570557,0.00002059723,0.00002790638],"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":[0.000004124479,0.00004500155,0.01799199,0.000004134277,0.00001554279,0.000001224558,0.0002418315,0.00001294181,0.9124645,0.0002243625,0.0001518921,0.06884249],"study_design_scores_gemma":[0.00004958729,0.0000346656,0.9856377,0.000005715982,0.000001424269,6.88063e-7,0.000416515,0.0000171989,0.0004930288,0.0001177765,0.01315133,0.00007443431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955626,0.0001688605,0.000007315671,0.003551078,0.00002684958,0.0001278125,0.000001860991,0.00002564532,0.0005279448],"genre_scores_gemma":[0.9983901,0.0001085373,0.00003194212,0.0002531915,0.00004125796,0.00002421125,0.00002365853,3.624053e-7,0.001126754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9676456,"threshold_uncertainty_score":0.3112577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988717957265441,"score_gpt":0.1761837931122103,"score_spread":0.1562966135395559,"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."}}