{"id":"W4415600658","doi":"10.1007/s11427-025-3072-3","title":"Creating inbred lines for heterosis utilization in alfalfa","year":2025,"lang":"en","type":"article","venue":"Science China Life Sciences","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Biotechnology Research Institute","funders":"National Natural Science Foundation of China","keywords":"Heterosis; Inbred strain; Hybrid; Genetic variation; Forage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103719,0.0008560772,0.0004196531,0.001652165,0.0007860257,0.0005589504,0.001307257,0.000605922,0.002127581],"category_scores_gemma":[0.0004621952,0.0004583795,0.0009092289,0.0008675812,0.0003318404,0.0003147271,0.0008036504,0.001440358,0.0006561198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023872,"about_ca_system_score_gemma":0.0007186086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217153,"about_ca_topic_score_gemma":0.008115595,"domain_scores_codex":[0.9993317,0.0001485219,0.00009101307,0.0001443562,0.000163202,0.0001212398],"domain_scores_gemma":[0.9992828,0.0001383416,0.0001444436,0.0001309337,0.0001032321,0.000200182],"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":[0.0001851423,0.0002268803,0.0009578256,0.00004288762,0.00004081075,0.0001782236,0.0001638155,0.0002482082,0.9898886,0.0006531594,0.0001197418,0.007294679],"study_design_scores_gemma":[0.0004422565,0.001523989,0.05037523,0.0000695589,0.0007754079,0.00101661,0.0006493872,0.00547207,0.9067064,0.0005035041,0.03232168,0.0001439107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803815,0.0002897362,0.01392883,0.0001208611,0.00007595376,0.0002992038,0.001008609,0.0004371846,0.003458123],"genre_scores_gemma":[0.9548633,0.0007516204,0.02277657,0.0002665978,0.00003475736,0.0004159969,0.005607029,0.000542851,0.01474125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004217153,"threshold_uncertainty_score":0.008385181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07659608305770135,"score_gpt":0.2961218026424329,"score_spread":0.2195257195847315,"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."}}