{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001797806,0.0005525934,0.0002923835,0.00614568,0.00276583,0.0007831207,0.00065242,0.0002336488,0.002743821],"category_scores_gemma":[0.0002981039,0.0001857843,0.0002116747,0.006096878,0.0006305021,0.0002418493,0.0004606994,0.0002650827,0.0005152085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008576188,"about_ca_system_score_gemma":0.01157255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547753,"about_ca_topic_score_gemma":0.9885619,"domain_scores_codex":[0.9997107,0.000005880187,0.00001380325,0.00005815377,0.0001350583,0.00007633853],"domain_scores_gemma":[0.9995888,0.00002185926,0.00006173593,0.00001505528,0.0002270318,0.0000855659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003893272,0.00007407078,0.7223657,0.001628066,0.0001259976,0.003862391,0.00971999,0.001461929,0.07023095,0.001172299,0.01405105,0.1749184],"study_design_scores_gemma":[0.00000486076,0.00001965319,0.9695468,0.0001271529,0.00003498155,0.0007653312,0.003311676,0.0002161875,0.0008603875,0.00005793514,0.0250331,0.00002187091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068827,0.009283976,0.001768194,0.0002300371,0.00005694763,0.0004117217,0.04952541,0.0002184267,0.03162252],"genre_scores_gemma":[0.9311178,0.006038029,0.009445025,0.0002007089,0.00001805961,0.0001466665,0.04219988,0.00005106884,0.01078278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04522473,"threshold_uncertainty_score":0.09098208,"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."}}