{"id":"W4292157622","doi":"10.1016/j.ultsonch.2022.106120","title":"Ultrasound assisted cyanotoxin extraction for nematode inhibition in soil","year":2022,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Bayer Corporation","keywords":"Sonication; Extraction (chemistry); Chlorophyll; Biology; Nematode; Botany; Metabolite; Secondary metabolite; Biomass (ecology); Food science; Chemistry; Environmental chemistry; Chromatography; Agronomy; Biochemistry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360331,0.0003525087,0.0002626702,0.0002792786,0.0001935118,0.0001927533,0.0001563223,0.0002636078,0.0007550209],"category_scores_gemma":[0.0001526871,0.0001855239,0.0001964391,0.0002885998,0.0001299627,0.0002255079,0.0002205353,0.0003834881,0.0002771792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986678,"about_ca_system_score_gemma":0.0002678776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706004,"about_ca_topic_score_gemma":0.005227344,"domain_scores_codex":[0.9998424,0.00002084127,0.00001507758,0.00003650244,0.0000540248,0.00003116924],"domain_scores_gemma":[0.9999192,0.000014494,0.00002623676,0.000005453131,0.00002419444,0.00001039396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001724739,0.000006480874,0.0000692759,0.00004011615,0.000001652567,0.00001509506,0.000007247299,0.00002999734,0.9984354,0.000006940535,0.00001183879,0.001358669],"study_design_scores_gemma":[0.000004448623,0.0002078056,0.002332157,0.00001345603,0.00001143053,0.00004213782,0.0000263517,0.0004188673,0.9952071,0.00001037219,0.001720757,0.000005224382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786456,0.00579554,0.0124073,0.0001146792,0.00004605939,0.0001179574,0.0005560992,0.0001438299,0.002172877],"genre_scores_gemma":[0.9785249,0.004602184,0.01274788,0.00007587762,0.00001045498,0.0001101881,0.0006446608,0.00003905331,0.003244798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001706004,"threshold_uncertainty_score":0.00339216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942505505509724,"score_gpt":0.2384433431774274,"score_spread":0.2190182881223302,"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."}}