{"id":"W4411936717","doi":"10.1139/cjps-2024-0189","title":"Integrated management of scouringrush (<i>Equisetum hyemale</i>)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Botany","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":[0.0002853008,0.0002971967,0.0002796238,0.0003052337,0.000380072,0.0005152291,0.0007193119,0.0003869643,0.0008038573],"category_scores_gemma":[0.0001720994,0.0001015322,0.0001703875,0.0002054795,0.000160739,0.000397927,0.0003685015,0.0003818867,0.00016079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009510629,"about_ca_system_score_gemma":0.0005809507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166193,"about_ca_topic_score_gemma":0.03724615,"domain_scores_codex":[0.9997882,0.00002678874,0.00001366047,0.00006275624,0.00006178989,0.00004685613],"domain_scores_gemma":[0.9996529,0.00002919007,0.0001553571,0.0000161167,0.00006823921,0.00007817547],"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":[0.0002504394,0.0003060356,0.01427555,0.000219557,0.00004326406,0.0002199516,0.0001000707,0.0004865316,0.9441347,0.00007993067,0.0002994679,0.0395846],"study_design_scores_gemma":[0.0001575972,0.01047221,0.4293664,0.0001366595,0.0002696064,0.001345512,0.001552985,0.01049123,0.5148551,0.0002888713,0.03100933,0.00005436626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952615,0.001269667,0.002015056,0.00009929509,0.000011534,0.00004637886,0.000104577,0.00007145099,0.001120731],"genre_scores_gemma":[0.9892474,0.0009466278,0.006580343,0.00008235955,0.00001019673,0.00003161118,0.0004677474,0.00001287932,0.002620967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166193,"threshold_uncertainty_score":0.02318811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007476539502591034,"score_gpt":0.2185677558182643,"score_spread":0.2110912163156733,"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."}}