{"id":"W3206381146","doi":"10.1002/tpg2.20159","title":"Genetic loci associated with winter survivorship in diverse lowland switchgrass populations","year":2021,"lang":"en","type":"article","venue":"The Plant Genome","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Panicum virgatum; Population; Quantitative trait locus; Survivorship curve; Agronomy; Ecology; Genetics; Demography; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341406,0.00007433139,0.00008198553,0.000008223657,0.0001248439,0.00004010078,0.0001183535,0.00003092522,0.0003588574],"category_scores_gemma":[0.00001355772,0.00002360411,0.00002580014,0.0002693438,0.00002920538,0.0000269717,0.00006011377,0.0000716892,0.00002663958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002402524,"about_ca_system_score_gemma":0.000004260324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105561,"about_ca_topic_score_gemma":0.05405765,"domain_scores_codex":[0.9993657,0.00008947079,0.00009884843,0.0001715999,0.0001091352,0.0001651813],"domain_scores_gemma":[0.9998129,0.00003102319,0.00003822345,0.00005798336,0.00002769236,0.00003217157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002721551,0.001159829,0.8044822,0.00002431752,0.0003653303,0.0005584654,0.002392691,0.00549053,0.1580031,0.003623177,0.005314399,0.01831375],"study_design_scores_gemma":[0.000112083,0.00003695347,0.9890091,0.000007429644,0.00001386719,0.000009842177,0.0004737995,0.00003368058,0.0001043231,0.0002681524,0.009832867,0.00009784238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958733,0.00009389547,0.00001051239,0.003117703,0.00009156927,0.00008473861,0.00004792636,0.00002636285,0.000654024],"genre_scores_gemma":[0.9970161,0.00003143821,0.00001805488,0.0003091391,0.00008218223,0.000006162613,0.0002444197,6.734873e-7,0.002291796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845269,"threshold_uncertainty_score":0.9632033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807220589030248,"score_gpt":0.2001603576378833,"score_spread":0.1520881517475809,"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."}}