{"id":"W4410424594","doi":"10.1016/j.ecolind.2025.113598","title":"Diversity patterns and trait-specific variations in soil nematode communities associated with Solidago invasion","year":2025,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Solidago canadensis; Nematode; Biology; Ecology; Trait; Diversity (politics); Species diversity; Invasive species; Biodiversity","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":[0.0001400422,0.0001917033,0.0002366364,0.001148468,0.0002903335,0.0004842703,0.0001453813,0.0002710166,0.0006356606],"category_scores_gemma":[0.0004730023,0.0001454588,0.0001931587,0.0006001202,0.0004318423,0.0001945167,0.0005305032,0.0001841575,0.00009192856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003515609,"about_ca_system_score_gemma":0.0001595123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008927342,"about_ca_topic_score_gemma":0.03430685,"domain_scores_codex":[0.9998106,0.00001843381,0.00001873893,0.00007604931,0.00003110227,0.00004507629],"domain_scores_gemma":[0.9993772,0.00007830148,0.00029564,0.00003021614,0.00007420799,0.0001444396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000220946,0.00003655938,0.9171021,0.00004172537,0.00007525866,0.0001608086,0.0008377787,0.0001488995,0.07767884,0.00005017106,0.0000368697,0.003610064],"study_design_scores_gemma":[5.911815e-7,0.00001940145,0.9994985,9.432668e-7,0.000004391347,0.00007366345,0.0001121964,0.00008926848,0.0001569591,0.000009025964,0.00003329535,0.000001759336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997836,0.00002809809,0.00003392672,0.000002509881,2.257175e-7,0.000001739581,0.00004576115,0.000001922685,0.0001021286],"genre_scores_gemma":[0.9996648,0.00002243298,0.00007904914,0.00000244314,4.771e-7,0.000003210004,0.0001476176,9.029812e-7,0.00007915951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008927342,"threshold_uncertainty_score":0.01775074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845683989417112,"score_gpt":0.2152169708787928,"score_spread":0.1867601309846217,"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."}}