{"id":"W4221121654","doi":"10.3390/agronomy12030690","title":"Description of Filenchus Species from Agroecosystem of Southern Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Agronomy","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"University of Lethbridge","keywords":"Biodiversity; Biology; Ecology; Fauna; Biogeography; Species richness; Agroecosystem; Global biodiversity; Species diversity; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003965319,0.00005404718,0.0001257431,0.000005329898,0.00009722396,0.000006525094,0.0001181899,0.000007685975,0.003982744],"category_scores_gemma":[0.000003480315,0.00002421131,0.00003567862,0.00009384746,0.00001385235,0.0000323882,0.00009780375,0.00002352348,0.000004412545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356666,"about_ca_system_score_gemma":0.000008046219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6064102,"about_ca_topic_score_gemma":0.6091222,"domain_scores_codex":[0.9994879,0.00003398485,0.0001715018,0.00009636928,0.0001383945,0.00007181904],"domain_scores_gemma":[0.9997169,0.00006927401,0.0001436883,0.00003239276,0.00002363349,0.00001404642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367261,0.0002684715,0.6428999,0.00008308114,0.0003707768,0.00000583453,0.003852159,0.00008775889,0.2671386,0.002049534,0.05922022,0.02388691],"study_design_scores_gemma":[0.0001746841,0.00007701507,0.7533961,0.00001906505,0.00003350713,4.49591e-7,0.03107762,0.00003181301,0.004175352,0.0001607965,0.2106606,0.000193002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944322,0.00007047397,0.000002666767,0.0002703941,0.00008350854,0.00008433373,0.0003673198,0.00000516657,0.004683902],"genre_scores_gemma":[0.994497,0.00000379458,0.000008036879,0.0000432898,0.00003884777,0.00001666617,0.0001865439,3.652543e-7,0.005205427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629632,"threshold_uncertainty_score":0.9969277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509026217187974,"score_gpt":0.1522580435468464,"score_spread":0.1371677813749666,"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."}}