{"id":"W4415093681","doi":"10.1094/pbiomes-05-25-0033-r","title":"Root Microbial Functions and Robust Network Drive High-Yielding Canola Genotype","year":2025,"lang":"en","type":"article","venue":"Phytobiomes Journal","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Metagenomics; Medicago truncatula; Abiotic component; Canola; Metaproteomics; Microbiome; Genotype; Microbial population biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001430049,0.0003866546,0.0002643999,0.0004160957,0.0002647881,0.0004497304,0.0001939676,0.0002953637,0.001084442],"category_scores_gemma":[0.0003500189,0.0001457229,0.0001831209,0.0004356262,0.0001810757,0.0002728465,0.0003542273,0.0003089896,0.0002639254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583116,"about_ca_system_score_gemma":0.0001935388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774802,"about_ca_topic_score_gemma":0.007374529,"domain_scores_codex":[0.9998146,0.0000197545,0.00001127965,0.00008545702,0.00003827681,0.00003067318],"domain_scores_gemma":[0.9997436,0.00005730082,0.00007861855,0.00002770961,0.00004895182,0.00004365436],"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":[0.0002073746,0.00001722944,0.0162449,0.00007625075,0.00003191471,0.00007358084,0.0001422803,0.0003459868,0.976593,0.0001622519,0.0001249208,0.005980419],"study_design_scores_gemma":[0.00002272827,0.0002051558,0.7670464,0.00003545624,0.0001538653,0.0005768791,0.0006506997,0.00919622,0.2166671,0.0007620651,0.004611901,0.00007141902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959797,0.0004954087,0.001381297,0.0000524511,0.000005556266,0.000007312237,0.001264367,0.0001139603,0.0006999345],"genre_scores_gemma":[0.9953533,0.0001691453,0.001864881,0.00005676237,0.000004036946,0.00002469863,0.001539262,0.00005084397,0.0009370464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003774802,"threshold_uncertainty_score":0.007505655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009442940398347109,"score_gpt":0.2384169621120753,"score_spread":0.2289740217137282,"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."}}