{"id":"W4388919471","doi":"10.2139/ssrn.4641713","title":"Application of Globar-Sourced Atr-Ftir Spectroscopy to Study Impact of Silencing Spl6 Rnai and Spl13 Rnai Genes in Medicago Sativa on Molecular Structure Changes of Whole Alfalfa Plant in Comparison with Overexpression of Mir156","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"RNA interference; Medicago sativa; Gene silencing; Biology; Gene; Botany; Biotechnology; Genetics; RNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005499464,0.000234763,0.0007066553,0.0001202089,0.00003870959,0.000008141422,0.0002628836,0.0001251061,0.000004553057],"category_scores_gemma":[0.00003520731,0.0001025551,0.00007268981,0.0003324058,0.00005904987,0.00001962476,0.0001623421,0.0005990147,1.77094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756198,"about_ca_system_score_gemma":0.0001622699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845263,"about_ca_topic_score_gemma":0.0099684,"domain_scores_codex":[0.9979552,0.0001562001,0.0005772409,0.0003111679,0.000482129,0.0005180708],"domain_scores_gemma":[0.9988303,0.0001151257,0.0008173649,0.00008833758,0.0000893008,0.00005954774],"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":[0.000451691,0.0002329167,0.1393149,0.0000471306,0.0001771988,0.00000194993,0.001272922,0.003848523,0.8494698,0.00003614114,0.000006701372,0.005140126],"study_design_scores_gemma":[0.0009180573,0.004510204,0.8119675,0.0008396184,0.00007032665,0.0000244492,0.01134075,0.0002740782,0.1670139,0.002811479,0.000003961638,0.0002256444],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976156,0.001272133,0.00008625252,0.0001759622,0.0000208118,0.0006041116,0.0002128761,0.0000054866,0.000006805886],"genre_scores_gemma":[0.9988523,0.0009400366,0.00009538847,0.000005725629,0.00003815992,0.00001190748,0.00004942988,0.000003271852,0.000003747374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824558,"threshold_uncertainty_score":0.5562601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492565733821172,"score_gpt":0.2822404315665551,"score_spread":0.2673147742283434,"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."}}