{"id":"W4391684207","doi":"10.3390/crops4010004","title":"Root Exudate Metabolites Alter Food Crops Microbiomes, Impacting Plant Biocontrol and Growth","year":2024,"lang":"en","type":"article","venue":"Crops","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Agriculture and Agri-Food Canada","funders":"","keywords":"Exudate; Microbiome; Biology; Biological pest control; Plant growth; Rhizosphere; Botany; Biotechnology; Agronomy; Bacteria","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":[0.000148505,0.0001652913,0.0001927533,0.00002015875,0.0002069773,0.0003633395,0.0001399282,0.00007444351,0.00009378851],"category_scores_gemma":[0.00002059901,0.00005622372,0.00007071579,0.0002026194,0.00007786482,0.0001739861,0.00004975301,0.0001155737,0.00005490772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008558,"about_ca_system_score_gemma":0.000007585074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187431,"about_ca_topic_score_gemma":0.0003308503,"domain_scores_codex":[0.9990296,0.0000431506,0.0001640859,0.0003318467,0.0000912149,0.0003401519],"domain_scores_gemma":[0.99962,0.0001729383,0.00003611675,0.00003951087,0.0000203472,0.0001110619],"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":[0.00002345834,0.00001844791,0.005808766,0.00004166259,0.00005113767,0.00006186808,0.00006461608,1.273097e-7,0.9808955,0.0009944079,0.002679872,0.009360203],"study_design_scores_gemma":[0.0004749077,0.0003684581,0.5629609,0.0003436892,0.0001266901,0.0006354307,0.0002584006,0.0001123701,0.1821899,0.001995731,0.2496328,0.0009007496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770696,0.01973946,0.000007118629,0.001016298,0.000242555,0.0001280298,0.001214871,0.0001137537,0.0004682698],"genre_scores_gemma":[0.9985772,0.0003117748,0.00004365231,0.0001391777,0.0003234702,0.000007946735,0.0001381639,0.000001647515,0.0004569735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7987056,"threshold_uncertainty_score":0.3503691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009843280334342494,"score_gpt":0.2063676979433461,"score_spread":0.1965244176090036,"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."}}