{"id":"W4412190930","doi":"10.5376/rgg.2025.16.0001","title":"Identification and Functional Analysis of Male Sterility Genes in Hybrid Rice: Current Status and Future Prospects","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":"Sterility; Identification (biology); Biology; Gene; Current (fluid); Genetics; Computational biology; Biotechnology; Evolutionary biology; Botany; Engineering","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":[0.0001086342,0.00006834034,0.0001186888,0.00003892655,0.00006808463,0.0000437335,0.0000307618,0.000027381,0.00001517909],"category_scores_gemma":[0.000005140532,0.00003517578,0.0000208191,0.0003090566,0.00003424096,0.00002767799,0.00005459661,0.00003897695,1.750709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001675911,"about_ca_system_score_gemma":0.000008889859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003533049,"about_ca_topic_score_gemma":0.0001783344,"domain_scores_codex":[0.9994249,0.00001844202,0.0001955721,0.0002043091,0.00006161418,0.00009510675],"domain_scores_gemma":[0.9997684,0.00002966772,0.00007341223,0.00003928766,0.00005247902,0.00003677397],"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":[0.00004234196,0.0001032818,0.2614441,0.00006873903,0.00007724041,1.953214e-7,0.0001844812,0.00003222667,0.4727908,0.0003143048,0.00005266368,0.2648897],"study_design_scores_gemma":[0.0001143692,0.00002788811,0.9887871,0.000002758235,0.00006681622,3.194569e-7,0.0003193961,0.001362014,0.002712441,0.0002056522,0.006339084,0.00006219565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923125,0.006882129,0.00004752725,0.0004192631,0.00009187713,0.0001483183,0.00005548946,0.000003287484,0.00003962883],"genre_scores_gemma":[0.9890941,0.01060349,0.00005465236,0.00006139431,0.00004443088,0.000006130459,0.00005119301,3.365196e-7,0.00008422072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.727343,"threshold_uncertainty_score":0.1434427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504222743447953,"score_gpt":0.2373074876421063,"score_spread":0.2222652602076268,"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."}}