{"id":"W4414367027","doi":"10.5376/rgg.2025.16.0014","title":"Root System Architecture in Rice: A study of Genetic and Environmental Influences","year":2025,"lang":"en","type":"article","venue":"Rice Genomics and Genetics","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Systems architecture; Root (linguistics); Component (thermodynamics)","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":[0.0002341122,0.0002092638,0.0002266685,0.0004599734,0.0001418592,0.0001926883,0.0001380408,0.00009228912,0.0004561815],"category_scores_gemma":[0.0001629588,0.0001094135,0.0001764562,0.0005021718,0.0002443973,0.0001583553,0.0002601721,0.0001891054,0.0001102662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009352,"about_ca_system_score_gemma":0.0003021807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919606,"about_ca_topic_score_gemma":0.003786632,"domain_scores_codex":[0.9999076,0.00001523746,0.00000580672,0.00003964451,0.00001794593,0.00001370977],"domain_scores_gemma":[0.9998957,0.00002086915,0.00002619764,0.00001462668,0.0000178536,0.00002474013],"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":[0.0001484757,0.00004072565,0.04817658,0.00007303396,0.00004189786,0.0001552405,0.0002077728,0.0004919055,0.9335435,0.0003248233,0.00004646954,0.01674967],"study_design_scores_gemma":[0.0000096961,0.0002287685,0.9762021,0.000007387985,0.00004865368,0.0003709804,0.000162767,0.00127929,0.01968289,0.0002350486,0.001756501,0.00001583845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965628,0.0008012571,0.001751888,0.00002399802,0.000003314543,0.000005962276,0.0001721325,0.00002356395,0.0006550983],"genre_scores_gemma":[0.996287,0.0007768382,0.001902799,0.00002198954,0.000004713238,0.00001344691,0.0002224313,0.00002472345,0.0007461061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002919606,"threshold_uncertainty_score":0.005805254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008509497181015064,"score_gpt":0.2042867515447322,"score_spread":0.1957772543637172,"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."}}