{"id":"W4402072600","doi":"10.5376/mpb.2024.15.0017","title":"Autotetraploid Rice Hybrids: Overcoming Sterility Barriers for Enhanced Heterosis","year":2024,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sterility; Heterosis; Biology; Hybrid; Biotechnology; Interspecific hybridization; Genetics; Agronomy","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":[0.0002109852,0.0001372339,0.0001284599,0.00001743147,0.0001743417,0.0002074993,0.0001435877,0.00005826473,0.0001093071],"category_scores_gemma":[0.00007802859,0.00006193784,0.0001334633,0.0001830066,0.00001789149,0.0001431819,0.00004323535,0.00008941487,0.000009399416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177565,"about_ca_system_score_gemma":0.000008613583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005706798,"about_ca_topic_score_gemma":0.00001361748,"domain_scores_codex":[0.9989979,0.00002079699,0.0001950076,0.0003450228,0.0001693007,0.0002720063],"domain_scores_gemma":[0.9996411,0.0001439952,0.00003500373,0.00004286956,0.00003042414,0.0001066682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002278229,0.0000089608,0.00002967423,0.00003651314,0.00002193855,0.000005028764,0.00009387232,0.000004175771,0.9792476,0.0001905994,0.0004591222,0.01987975],"study_design_scores_gemma":[0.0001612926,0.0002599446,0.002849007,0.0001261178,0.00002390092,0.000008069777,0.0003802564,0.003158086,0.9705396,0.0002025319,0.0219969,0.000294235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933849,0.0001589974,0.003989782,0.0007915208,0.0004415756,0.0003032049,0.0001686913,0.000173612,0.0005877245],"genre_scores_gemma":[0.9986848,0.00001320773,0.0002431951,0.0006210098,0.0001380109,0.0000488247,0.00009942704,0.000001933338,0.0001495615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153778,"threshold_uncertainty_score":0.2525752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384720151189829,"score_gpt":0.2301112558216229,"score_spread":0.2062640543097246,"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."}}