{"id":"W2800753547","doi":"","title":"Tallgrass Prairie Center: Factors Affecting Cirsium arvense Density in Eastern Iowa Conservation Reserve Program Fields","year":2017,"lang":"en","type":"article","venue":"UNI ScholarWorks (University of Northern Iowa)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirsium arvense; Conservation Reserve Program; Center (category theory); Nature reserve; Environmental science; Forestry; Geography; Agroforestry; Agronomy; Biology; Weed; Agriculture; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255982,0.0001633179,0.000210994,0.00007654898,0.0006430935,0.0001151238,0.0006762583,0.0001527829,0.00009906507],"category_scores_gemma":[0.00009074659,0.0001809307,0.000112003,0.0001511749,0.0002413861,0.000812632,0.0006183235,0.0003680853,0.0000520084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341944,"about_ca_system_score_gemma":0.00001149213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01094083,"about_ca_topic_score_gemma":0.1354688,"domain_scores_codex":[0.9987452,0.0001187622,0.0001381639,0.0003630063,0.0003261051,0.0003087607],"domain_scores_gemma":[0.9989704,0.00004401155,0.0002869669,0.0005569133,0.00002815205,0.0001135274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005457594,0.0001936568,0.9885427,0.00002004832,0.00002271558,0.00006302292,0.0009385053,0.0003319166,0.00003364804,0.000008259505,0.0003103412,0.00948055],"study_design_scores_gemma":[0.0008811495,0.0000965634,0.9914278,0.00009391742,0.00002027485,0.000001397658,0.001508909,0.001596881,0.00002430293,0.0000631612,0.004095326,0.0001903155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930791,0.000007762528,0.0004333477,0.001643024,0.0001217127,0.0003994888,0.000006560089,0.00005249436,0.004256513],"genre_scores_gemma":[0.9983912,0.0000103899,0.0003930954,0.00005824055,0.00001980764,4.43964e-7,0.00002047891,0.00001105115,0.001095272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.124528,"threshold_uncertainty_score":0.9956454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004061396033544,"score_gpt":0.2275254835521044,"score_spread":0.207484869591769,"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."}}