{"id":"W7114994934","doi":"10.26076/bea1-2ca8","title":"Biocontrol of Canada Thistle (<i>Cirsium arvense</i>) With the Rust Fungus, <i>Puccinia punctiformis</i> in the Intermountain West: Integrated Weed Management Compatibility and Characterization of Microbiome Associations","year":2025,"lang":"","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thistle; Weed; Weed control; Biological pest control; Cirsium arvense; Rust (programming language); Cultural control; Agriculture","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":[0.0001666448,0.0002814058,0.0003511628,0.0002086106,0.0004114249,0.0005650653,0.0002380927,0.0002787234,0.000776684],"category_scores_gemma":[0.0001274234,0.00008229569,0.0003919818,0.0002127619,0.0001602827,0.0002038499,0.0002214202,0.0005329786,0.000160232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445583,"about_ca_system_score_gemma":0.001003325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03209846,"about_ca_topic_score_gemma":0.08699999,"domain_scores_codex":[0.9998635,0.000007512303,0.000003511486,0.00003726054,0.00005037496,0.00003780571],"domain_scores_gemma":[0.9998797,0.00001641888,0.00002221055,0.000005039266,0.00004267735,0.0000339887],"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":[0.0001729757,0.0002347954,0.007276668,0.0003641385,0.00003238562,0.000088513,0.0004986372,0.0002943781,0.9545181,0.0001429438,0.001204039,0.03517243],"study_design_scores_gemma":[0.00005719633,0.007462163,0.5177795,0.0002162484,0.0002447631,0.0003484157,0.003003601,0.002664803,0.4184851,0.0002474936,0.04940118,0.00008953391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921991,0.002079048,0.001615702,0.0002916813,0.00006857088,0.0001390911,0.0008210065,0.00007769877,0.002708074],"genre_scores_gemma":[0.9721197,0.004617096,0.008919781,0.0004492622,0.00002818857,0.0001752883,0.002397318,0.00003222034,0.01126116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03209846,"threshold_uncertainty_score":0.06382328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111394226752985,"score_gpt":0.163145283792755,"score_spread":0.156033889566002,"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."}}