{"id":"W4405299035","doi":"10.25983/2477696","title":"Elemental profiling and genomewide association studies reveal genomic variants modulating ionomic composition in Populus trichocarpa leaves","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Heavy Metals in Plants","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Populus trichocarpa; Biology; Genetics; Computational biology; Genome; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201294,0.0003296121,0.0002411369,0.0006949761,0.0003189423,0.0003944912,0.0002832432,0.0003617792,0.001326635],"category_scores_gemma":[0.0003709501,0.0002085313,0.0004017745,0.0009950347,0.0001721177,0.000140534,0.0003152523,0.0004469242,0.0001404911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754091,"about_ca_system_score_gemma":0.0001414838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344435,"about_ca_topic_score_gemma":0.006394319,"domain_scores_codex":[0.9997976,0.00002122632,0.00001229309,0.0001091221,0.00003140786,0.00002829568],"domain_scores_gemma":[0.9997911,0.00004898095,0.00008849441,0.00001997085,0.0000213729,0.00003012246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002215609,0.0001930639,0.6939492,0.0001553407,0.001280575,0.001100123,0.0007505286,0.0003369373,0.2855293,0.0001752121,0.0004062323,0.01390774],"study_design_scores_gemma":[0.00001553356,0.00007015235,0.9965358,0.000004829759,0.0001302672,0.000317953,0.000121541,0.0002884655,0.002105661,0.00005304051,0.0003507033,0.000006087272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985315,0.0001381332,0.0004216559,0.00002273629,0.000003002706,0.000007505973,0.0006790349,0.00000937997,0.0001871509],"genre_scores_gemma":[0.9977865,0.0001138799,0.0008371374,0.00003513238,0.000005690381,0.00002113179,0.0007780827,0.00001320737,0.0004091843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344435,"threshold_uncertainty_score":0.006649971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899548395414794,"score_gpt":0.2631052314443634,"score_spread":0.2441097474902154,"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."}}