{"id":"W2278146213","doi":"","title":"Evaluation of switchgrass, M. x giganteus, and sorghum as biomass crops: Effects of environment and field management practices","year":2011,"lang":"en","type":"article","venue":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Energy Biosciences Institute; U.S. Department of Energy","keywords":"Panicum virgatum; Ecotype; Agronomy; Biomass (ecology); Growing season; Environmental science; Bioenergy; Fertilizer; Biofuel; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114295,0.0003038087,0.0002598342,0.0003582788,0.0003341648,0.0006070799,0.0003213315,0.0001641027,0.0003541396],"category_scores_gemma":[0.0009373748,0.00009656521,0.0002896379,0.0004575968,0.0001876141,0.0003301225,0.0003031043,0.0001833124,0.00005217161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009367075,"about_ca_system_score_gemma":0.0006697202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009656649,"about_ca_topic_score_gemma":0.03940574,"domain_scores_codex":[0.9994216,0.0002189463,0.0000473231,0.0001230471,0.0001402762,0.0000488661],"domain_scores_gemma":[0.9986947,0.0003697149,0.0004021067,0.00006389072,0.0002713398,0.0001981888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003660209,0.002223459,0.6709163,0.0003070514,0.0003906102,0.0002638148,0.0007567722,0.001482704,0.2652106,0.0001411935,0.0002017283,0.05444552],"study_design_scores_gemma":[0.00001543463,0.006814328,0.979984,0.000008233113,0.00008484774,0.0000503962,0.0005603159,0.0006947168,0.01115767,0.00002886661,0.0005905565,0.00001076882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995304,0.00006904619,0.00009635453,0.00000641899,0.000001963646,0.00001652255,0.00006119739,0.000003026962,0.0002151834],"genre_scores_gemma":[0.997396,0.0002139924,0.001323939,0.00003739421,0.000003654269,0.00004793276,0.0003717417,0.000003549025,0.0006017247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009656649,"threshold_uncertainty_score":0.01920086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857162289253641,"score_gpt":0.2329980650910561,"score_spread":0.1944264421985197,"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."}}