{"id":"W2909285715","doi":"10.5539/jas.v11n2p507","title":"Life Cycle of Heterodera glycines in Resistant and Susceptible Soybean","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heterodera; Soybean cyst nematode; Cultivar; Nematode; Horticulture; Inoculation; Penetration (warfare); Heterodera schachtii; Biology; Chemistry; Agronomy; Animal science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003673978,0.00007596905,0.0002021474,0.00003302297,0.00007922428,0.00006297452,0.0002239589,0.00001885891,0.00006358249],"category_scores_gemma":[0.00006883215,0.0000226138,0.00004334933,0.0006374029,0.0001053911,0.0004891635,0.00009540923,0.00006022556,0.000003270912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001484705,"about_ca_system_score_gemma":0.000009466272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768827,"about_ca_topic_score_gemma":0.00008714353,"domain_scores_codex":[0.9990491,0.00002125513,0.0003212582,0.0001239302,0.0003301794,0.0001542522],"domain_scores_gemma":[0.999375,0.000048321,0.0002848187,0.00002446249,0.0001792485,0.00008814523],"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":[0.00002572886,0.00003011377,0.05901524,0.000009045038,0.000004123417,0.000001019784,0.0001449423,0.00001579825,0.9395338,0.0001434165,0.00009550504,0.0009812334],"study_design_scores_gemma":[0.0001635298,0.0002829056,0.9929312,0.00005368128,0.000004211513,0.000006500798,0.001490421,0.00001131335,0.004713174,0.0000687788,0.00020361,0.00007062146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974579,0.00012629,4.295746e-7,0.001735859,0.0001070302,0.00008020906,0.000001395014,0.000004106849,0.0004867593],"genre_scores_gemma":[0.9996065,0.00009004589,0.00004818534,0.00008155783,0.00005878841,4.560267e-7,7.007714e-7,2.395188e-7,0.0001135046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9348207,"threshold_uncertainty_score":0.09221639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078193968786972,"score_gpt":0.2110411371310847,"score_spread":0.2002591974432149,"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."}}