{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471158,0.0003303404,0.0001332303,0.0002413112,0.0001033162,0.000226605,0.0001647775,0.0001912653,0.0008579489],"category_scores_gemma":[0.00009865448,0.00008463347,0.0001131996,0.0001385135,0.0001350574,0.0001618716,0.0001405962,0.0002318185,0.0002588905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075971,"about_ca_system_score_gemma":0.0001508502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006808206,"about_ca_topic_score_gemma":0.001280099,"domain_scores_codex":[0.9998795,0.00001344914,0.00000940382,0.00002615675,0.00005463192,0.0000169358],"domain_scores_gemma":[0.9999313,0.00001037413,0.00002913636,0.000006942652,0.00001384575,0.000008442355],"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":[0.0000197152,0.00001330697,0.0002299302,0.00001836669,0.0000020309,0.000009832987,0.000002299615,0.00006771896,0.998306,0.00002763695,0.00004608134,0.001256902],"study_design_scores_gemma":[0.000005400609,0.0001599201,0.001718783,0.000003011527,0.000003906322,0.00005665214,0.000006464842,0.0004020858,0.9962752,0.00001372136,0.001353162,0.000001842437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883483,0.001782762,0.005919895,0.0001091937,0.0000273958,0.00006934269,0.000748251,0.0001484322,0.002846452],"genre_scores_gemma":[0.9868525,0.001268538,0.007042298,0.00005830391,0.000009767853,0.00004442847,0.0005659069,0.00002157988,0.004136672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008579489,"threshold_uncertainty_score":0.002870142,"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."}}