{"id":"W4410861869","doi":"10.1093/treephys/tpaf065","title":"<i>Populus</i> salicinoids: a thriving subfield in the omics era","year":2025,"lang":"en","type":"review","venue":"Tree Physiology","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Salicaceae; Abiotic component; Abiotic stress; Herbivore; Ecology; Botany; Woody plant; Gene; Genetics","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":[0.0004415427,0.0003427287,0.001154632,0.00004725875,0.0001169349,0.00002567512,0.00140318,0.0005710461,0.00005951475],"category_scores_gemma":[0.0001809114,0.00009774717,0.0003802785,0.0007108727,0.000129348,0.00002519459,0.0003228139,0.0009618367,0.00008865185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144886,"about_ca_system_score_gemma":0.0000635575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003207221,"about_ca_topic_score_gemma":0.002532439,"domain_scores_codex":[0.9971119,0.00121956,0.0004076525,0.0005659096,0.0001283415,0.0005667087],"domain_scores_gemma":[0.9974635,0.002126742,0.0001401871,0.0002072452,0.00002274028,0.00003957361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001123429,0.00007376864,0.0000344481,0.000675647,0.00003647627,0.00002709951,0.00001946555,1.610949e-7,0.003993596,0.0003340536,0.002139309,0.9926547],"study_design_scores_gemma":[0.00009352068,0.0002059295,0.002936591,0.001498464,0.0000919,0.00004920995,0.00004374576,0.000002922448,0.00001752022,0.0007562425,0.9939373,0.0003666558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004026798,0.9927061,3.27678e-7,0.0005333998,0.000146023,0.0007052498,0.0001147762,0.00003648009,0.001730894],"genre_scores_gemma":[0.001244017,0.9965018,0.000008066933,0.0007645035,0.0002613206,0.0001818724,0.0008197005,0.000001655889,0.000217067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922881,"threshold_uncertainty_score":0.440443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615855994725187,"score_gpt":0.3143512986705849,"score_spread":0.268192738723333,"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."}}