{"id":"W4406078722","doi":"10.5376/mpb.2024.15.0037","title":"Prospects of Genetic Modification in Enhancing &lt;i&gt;Eucommia ulmoides&lt;/i&gt; Production","year":2024,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University; Guizhou Academy of Agricultural Sciences; National Natural Science Foundation of China","keywords":"Eucommia ulmoides; Biology; Biotechnology; Production (economics); Agronomy; Genetics","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":[0.0002562036,0.0001702756,0.0002180231,0.00002804459,0.0001064059,0.00005178749,0.0001647315,0.0001189308,0.00002499836],"category_scores_gemma":[0.00008252751,0.00006296852,0.00008890888,0.0005340901,0.00004873259,0.00008112015,0.00007459896,0.0001272916,0.00001827307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005217004,"about_ca_system_score_gemma":0.000005336412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003603429,"about_ca_topic_score_gemma":0.0004087893,"domain_scores_codex":[0.9986842,0.00004896443,0.0003269723,0.000431597,0.0002313522,0.0002769377],"domain_scores_gemma":[0.9997103,0.00006996728,0.00007595628,0.00004700593,0.00005112132,0.00004568462],"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":[0.00001133719,0.00004225926,0.001508362,0.00003495977,0.00001679707,0.00003023727,0.0001044096,0.00003927733,0.9843023,0.001189736,0.0003027346,0.01241758],"study_design_scores_gemma":[0.000105387,0.0004828412,0.3797916,0.0005036985,0.00004923691,0.00008182658,0.0001809378,0.0005896316,0.6052378,0.001348379,0.01113364,0.0004949637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936752,0.004001969,0.00007332882,0.0008371419,0.000203873,0.0003222516,0.00001741642,0.00009569772,0.0007731601],"genre_scores_gemma":[0.9990379,0.000271021,0.0001584001,0.00003214105,0.0002681411,0.00003632264,0.00006990619,0.000001409148,0.000124826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3790644,"threshold_uncertainty_score":0.2567782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903118720207172,"score_gpt":0.2058122920300552,"score_spread":0.1867811048279835,"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."}}