{"id":"W4220665823","doi":"10.1101/2022.03.11.483960","title":"Selective Control of Parasitic Nematodes Using Bioactivated Nematicides","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Calgary; Hospital for Sick Children; University of Toronto","funders":"University of Toronto; University of Minnesota","keywords":"Nematode; Meloidogyne incognita; Arable land; Biology; Caenorhabditis elegans; Toxicology; Biotechnology; Ecology; Agriculture; Gene; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003821716,0.0004261672,0.0007734305,0.0000827504,0.0003572318,0.000123136,0.000454918,0.0001817146,0.0003731203],"category_scores_gemma":[0.000108868,0.0002300515,0.0001967125,0.0007883739,0.0001167748,0.0001390523,0.0003708278,0.0003442121,0.000008064938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111214,"about_ca_system_score_gemma":0.00005247678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156715,"about_ca_topic_score_gemma":0.00000373131,"domain_scores_codex":[0.997714,0.0002376644,0.00061366,0.0006191127,0.0004212051,0.0003943256],"domain_scores_gemma":[0.9983218,0.0001990883,0.0007959903,0.000226039,0.0003614762,0.00009561764],"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":[0.00003782419,0.0001573775,0.02127116,0.0002592399,0.0003052156,0.00000820247,0.00001146426,0.0001238653,0.9774175,0.00035533,0.0000505006,0.00000234517],"study_design_scores_gemma":[0.0006877896,0.0001927219,0.5827532,0.0005933038,0.0005370263,2.150782e-8,0.0001301136,0.002021804,0.410531,0.00002388982,0.001148677,0.00138035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973291,0.0003660086,0.00033391,0.000179083,0.0004096545,0.0008159039,0.0003292174,0.0002206427,0.000016515],"genre_scores_gemma":[0.9991516,0.00008229967,0.0002904421,0.0001443395,0.0001626267,0.0001527841,0.000001567739,0.000009382149,0.00000497351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5668864,"threshold_uncertainty_score":0.9381227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253068241655096,"score_gpt":0.2275348093338584,"score_spread":0.2050041269173074,"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."}}