{"id":"W4352977369","doi":"10.1007/978-1-0716-3044-0_22","title":"Analysis of Small Non-coding RNAs as Signaling Intermediates of Environmentally Integrated Responses to Abiotic Stress","year":2023,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Biology; Abiotic component; Computational biology; Abiotic stress; Context (archaeology); Genetics; Gene; Ecology","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":[0.0002045962,0.0003527131,0.000219423,0.0003402577,0.0003131647,0.0003694561,0.000287597,0.0003756497,0.0009148185],"category_scores_gemma":[0.0002617844,0.0001981028,0.0003169505,0.0001950981,0.0002838799,0.0003269927,0.0001743283,0.0006914384,0.0003522362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363065,"about_ca_system_score_gemma":0.0002581036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007076687,"about_ca_topic_score_gemma":0.001289534,"domain_scores_codex":[0.9998912,0.00002030518,0.00000573677,0.00003318875,0.00002683144,0.00002279634],"domain_scores_gemma":[0.9997315,0.0001372397,0.00003690947,0.00002170326,0.00003006795,0.00004262295],"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":[0.00007891581,0.000006025909,0.00007877686,0.000009176706,0.000001445097,0.00001229851,0.000005888093,0.00003449093,0.9993455,0.00007622698,0.000005684318,0.0003456625],"study_design_scores_gemma":[0.00001406094,0.0001588748,0.008728508,0.000004110843,0.00002129022,0.00007368121,0.0000375647,0.001834826,0.9879271,0.0001384011,0.001054981,0.000006493665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9841284,0.001729553,0.01116241,0.00008448731,0.00003804863,0.00006264633,0.0006677511,0.00009937025,0.002027348],"genre_scores_gemma":[0.9808109,0.0008249442,0.01209181,0.00009207425,0.00002573869,0.00009430224,0.001957414,0.00007190548,0.004030854],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0009148185,"threshold_uncertainty_score":0.003060341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976860697379467,"score_gpt":0.3702026210241028,"score_spread":0.3304340140503081,"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."}}