{"id":"W1645693300","doi":"10.22092/jsb.2013.1726","title":"Identification of molecular markers linked to sugarbeet cyst nematode resistance gene(s)","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Heterodera schachtii; Biology; DNA; Gene; Nematode; Molecular biology; Genetics; Soybean cyst nematode; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005782615,0.0001952561,0.0004585468,0.0001213712,0.000198545,0.0007508483,0.001533809,0.00005816014,0.0040592],"category_scores_gemma":[0.0001306737,0.00009917513,0.000130422,0.001002572,0.00006756894,0.001011619,0.0006153788,0.0000894472,0.00004794271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356156,"about_ca_system_score_gemma":0.000008096866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586827,"about_ca_topic_score_gemma":0.00008783302,"domain_scores_codex":[0.9979529,0.000142631,0.0008176802,0.0003380614,0.0005080391,0.0002406925],"domain_scores_gemma":[0.9983739,0.0001237432,0.000784007,0.0001686818,0.000415599,0.0001340455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005311275,0.00007333258,0.0429039,0.00004449494,0.0000764933,0.00000396272,0.00004498069,0.00001363917,0.9349269,0.0001219069,0.01817859,0.00355872],"study_design_scores_gemma":[0.0001100966,0.000006990844,0.9063851,0.0001300414,0.00003356195,8.382706e-7,0.0001689236,0.00001407294,0.0862049,0.001766199,0.004949422,0.0002298475],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994326,0.001541242,0.0001282155,0.001157739,0.0001685056,0.0006899954,0.00004172277,0.00002753485,0.001919043],"genre_scores_gemma":[0.9966062,0.001556817,0.00007265361,0.0003603485,0.00006460981,0.00008853697,0.0000348784,0.000003977837,0.001211996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8634812,"threshold_uncertainty_score":0.9968512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245362346854355,"score_gpt":0.4517440320095375,"score_spread":0.327207797324102,"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."}}