{"id":"W7093594204","doi":"","title":"Chapter 1:\\nThe Evolution of Switchgrass\\nas an Energy Crop","year":2012,"lang":"","type":"article","venue":"Insecta mundi","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy crop; Crop; Monoculture; Bioenergy; Agriculture; Domestication; Energy (signal processing)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002943392,0.0003646772,0.0004667996,0.0002107219,0.0007858753,0.0000240575,0.0005419218,0.000275399,0.0005521468],"category_scores_gemma":[0.0002281497,0.0003423149,0.0001851888,0.0004277614,0.0009335151,0.000644409,0.0002878457,0.000399564,0.0001391238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887027,"about_ca_system_score_gemma":0.00004905109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008615046,"about_ca_topic_score_gemma":0.001266114,"domain_scores_codex":[0.9971665,0.0003632761,0.0005540887,0.0006022536,0.0004319968,0.000881874],"domain_scores_gemma":[0.9984225,0.0002267292,0.0003518169,0.0006084773,0.00009946055,0.0002910318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006823177,0.002247986,0.09949476,0.00006749072,0.00006990981,0.0000361614,0.004864587,0.00001747627,0.6454675,0.2428916,0.001281955,0.002878266],"study_design_scores_gemma":[0.001749053,0.004501284,0.4373376,0.0000695307,0.0003931713,0.0001985111,0.00006200557,0.0004751938,0.09386788,0.004971334,0.454766,0.001608466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688836,0.006455695,0.000594553,0.0005062291,0.007740509,0.0001882566,0.00002667592,0.00008648014,0.01551801],"genre_scores_gemma":[0.9964224,0.0005515997,0.00002045307,0.0007232203,0.0008989691,0.00001603369,9.357901e-7,0.00003913107,0.001327238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5515997,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238861265858827,"score_gpt":0.257835159293089,"score_spread":0.2154465466345007,"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."}}