{"id":"W7061374247","doi":"","title":"Population Genomics of Cercospora beticola","year":2021,"lang":"en","type":"other","venue":"MACAU (Kiel University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Deutsche Forschungsgemeinschaft; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology; Canadian Institute for Advanced Research","keywords":"Pathosystem; Domestication; Population; Cercospora; Population genomics; Sugar beet; Genomics; Phenomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003392592,0.0001283776,0.0002234194,0.0003263352,0.00003064618,0.00001185172,0.0002140193,0.00009157466,0.4890773],"category_scores_gemma":[0.000001714641,0.0001581046,0.00009830541,0.0002614198,0.00003340554,0.000005244205,0.0001844025,0.0001379799,0.00002496559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442758,"about_ca_system_score_gemma":0.0001026743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008447793,"about_ca_topic_score_gemma":0.0003393414,"domain_scores_codex":[0.9993283,0.00003995588,0.0001042129,0.0002164027,0.0001633798,0.0001477347],"domain_scores_gemma":[0.9994675,0.00001803862,0.0001372373,0.0002722396,0.00004316701,0.00006181098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004943009,0.0004600864,0.05564735,0.0004489414,0.0005603142,0.00009634667,0.0001354199,0.00001715062,0.001790413,0.09440309,0.6337187,0.2126727],"study_design_scores_gemma":[0.000344931,0.00001641552,0.00235575,0.00006069087,0.00004541481,7.808485e-8,0.0002965206,0.00004644231,0.00008546423,0.00003513559,0.9965703,0.0001428145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00219738,0.00004473386,0.0002920064,0.00007434298,0.00008436688,0.0002282737,0.00009126289,0.00001815128,0.9969695],"genre_scores_gemma":[0.01355494,0.00002437565,0.0004076168,0.00000595136,0.0001234503,4.513234e-7,0.0003600392,0.00005683938,0.9854664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4890524,"threshold_uncertainty_score":0.9981551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009701948881086409,"score_gpt":0.2101968085052947,"score_spread":0.2004948596242083,"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."}}