{"id":"W7045695014","doi":"","title":"Biomass yield in a genetically diverse Miscanthus sinensis germplasm panel evaluated at five locations revealed individuals with exceptional potential","year":2019,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miscanthus sinensis; Miscanthus; Germplasm; Biomass (ecology); Temperate climate; Yield (engineering); Crop; Cultivar; Subtropics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000130086,0.0002081824,0.0002250556,0.0001144482,0.0001354938,0.00004940131,0.0002978921,0.000117502,0.006046254],"category_scores_gemma":[0.00000652327,0.0001110806,0.00007394335,0.0005718307,0.0001009599,0.0001644921,0.0003707056,0.0001274934,0.0009631226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009726442,"about_ca_system_score_gemma":0.00001537815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581992,"about_ca_topic_score_gemma":0.001703638,"domain_scores_codex":[0.9984266,0.0001127334,0.0001902509,0.0006076228,0.0003074241,0.0003553481],"domain_scores_gemma":[0.9994414,0.00004137191,0.0001125504,0.0001727379,0.000107696,0.0001242849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015579,0.0005758795,0.8142047,0.00006169138,0.0002837258,0.0003252173,0.0005431294,0.00006797181,0.1660651,0.0004672623,0.001694848,0.01469486],"study_design_scores_gemma":[0.0009209309,0.0001534856,0.97408,0.00004781322,0.00004375867,0.00003457342,0.0007783208,0.0001779265,0.0005655707,0.00001341399,0.0229049,0.0002793413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992419,0.000009145338,0.00005660528,0.001609124,0.0001613291,0.0003901549,0.00005516142,0.00004250466,0.005256961],"genre_scores_gemma":[0.9686365,0.00001504964,0.0002197791,0.0002608664,0.00008668099,0.000002917001,0.00008406906,0.00000265637,0.03069146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654996,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515557560366501,"score_gpt":0.1897266802953702,"score_spread":0.1645711046917052,"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."}}