{"id":"W4414029924","doi":"10.5376/tgmb.2025.15.0014","title":"Functional Genomics of Root Development in &lt;i&gt;Populus&lt;/i&gt; and Its Ecological Implications","year":2025,"lang":"en","type":"article","venue":"Tree Genetics and Molecular Breeding","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Functional genomics; Genomics; Root (linguistics); Computational biology; Genetics; Gene; Genome; Philosophy; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291697,0.0003866778,0.0002068066,0.0004410357,0.0002278753,0.0002555467,0.0002249063,0.0001830945,0.0005288548],"category_scores_gemma":[0.0000703435,0.0001067873,0.0002553361,0.0002905127,0.0002507188,0.0002503149,0.0002444933,0.0003027996,0.000163943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656253,"about_ca_system_score_gemma":0.0002318128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136277,"about_ca_topic_score_gemma":0.001911785,"domain_scores_codex":[0.9999125,0.000009331711,0.000003648354,0.00004290819,0.00001434333,0.0000172252],"domain_scores_gemma":[0.9999191,0.00001634123,0.00002793,0.000006334168,0.00001179474,0.00001857732],"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":[0.00004504265,0.000004115137,0.000774798,0.000035773,0.000005198543,0.00008664148,0.00004169042,0.0001206303,0.9952368,0.0003799656,0.00002556237,0.003243756],"study_design_scores_gemma":[0.0000244405,0.0002849317,0.3933735,0.00003224651,0.000163658,0.001790023,0.0004615108,0.004806248,0.5818418,0.001947216,0.01520609,0.00006838961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794691,0.002109777,0.0142852,0.0001403572,0.00001369976,0.00001570521,0.001411898,0.0002229434,0.002331411],"genre_scores_gemma":[0.9900718,0.000829373,0.005027886,0.00008245146,0.0000115622,0.00001677528,0.001455822,0.00008828784,0.002415999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002136277,"threshold_uncertainty_score":0.004247725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113588364200086,"score_gpt":0.2159854349997763,"score_spread":0.1948495513577755,"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."}}