{"id":"W4289977184","doi":"10.15421/022225","title":"Elucidation of gene action and combining ability for productive tillering in spring barley","year":2022,"lang":"en","type":"article","venue":"Regulatory Mechanisms in Biosystems","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diallel cross; Overdominance; Biology; Hordeum vulgare; Trait; Dominance (genetics); Agronomy; Heritability; Horticulture; Heterosis; Poaceae; Genetics; Gene; Hybrid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007780718,0.00009552774,0.0002183984,0.00001868143,0.000161127,0.000007796756,0.00008632775,0.00005880974,0.00001277456],"category_scores_gemma":[0.00003037009,0.00004053163,0.00003842183,0.0002434543,0.00002272931,0.00006010026,0.0000941825,0.00008375592,2.048197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009577096,"about_ca_system_score_gemma":0.000003077279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001862063,"about_ca_topic_score_gemma":0.0004039211,"domain_scores_codex":[0.9990236,0.0001183175,0.0002681798,0.0003017665,0.0001319242,0.0001561807],"domain_scores_gemma":[0.9997,0.00007973052,0.0001289899,0.00003812366,0.00003204281,0.0000211785],"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":[0.0000448509,0.00005692218,0.01220721,0.0000267485,0.000006019829,4.208152e-7,0.0001343713,0.00005133101,0.9808652,0.001270979,0.000005389134,0.005330542],"study_design_scores_gemma":[0.0003156915,0.0005528464,0.791198,0.00003838024,0.000006379747,0.000005772483,0.005364112,0.0002440829,0.1995998,0.001641662,0.0008247229,0.0002086121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998786,0.0002277412,0.00003163728,0.0001168071,0.0001777656,0.0005941846,0.00001887878,0.00002100051,0.00002594161],"genre_scores_gemma":[0.9996092,0.00001117364,0.0001446383,0.00001079688,0.00005923602,0.0001315353,0.00001980147,7.081498e-7,0.00001290365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7812654,"threshold_uncertainty_score":0.1652832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258620137408942,"score_gpt":0.2279474832606105,"score_spread":0.1953612818865211,"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."}}