{"id":"W2277740529","doi":"","title":"Life Cycle of the Golden Cyst Nematode, Globodera rostochiensis, in Quebec, Canada.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Globodera rostochiensis; Biology; Nematode; Hatching; Growing season; Sowing; Potato cyst nematode; Heterodera; Horticulture; Cultivar; Agronomy; Botany; Animal science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244133,0.00007211033,0.000135237,0.000005922461,0.00005022417,0.00002683151,0.0001969029,0.00002222888,0.00001257534],"category_scores_gemma":[0.0001231237,0.00002399472,0.00002812366,0.000305906,0.00003093569,0.0000711286,0.0001374347,0.00003744353,0.000001700661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000383465,"about_ca_system_score_gemma":0.00002843391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3966635,"about_ca_topic_score_gemma":0.9661329,"domain_scores_codex":[0.999256,0.00004093806,0.000177621,0.0001172895,0.000222468,0.0001856591],"domain_scores_gemma":[0.999691,0.00003082345,0.00008748158,0.00005184475,0.00004628836,0.00009257726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403376,0.0003132444,0.6018199,0.00007448848,0.0001244735,0.00002006271,0.0008694999,0.0002763515,0.002138865,0.003609983,0.2824246,0.1081882],"study_design_scores_gemma":[0.0001188621,0.000001840006,0.9691991,0.000004679006,0.000004565392,3.400775e-7,0.0004925291,0.00001561679,0.0001112793,0.00007423572,0.02990931,0.00006766672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831557,0.0001138779,3.887978e-7,0.01284062,0.0001759196,0.0003446832,0.00001383784,0.00001440317,0.003340549],"genre_scores_gemma":[0.9964435,0.000008369516,0.000001072966,0.0009518612,0.00005822366,0.0001215779,0.000009962878,5.286628e-7,0.002404925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694695,"threshold_uncertainty_score":0.6073542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157446007333879,"score_gpt":0.1785121422289611,"score_spread":0.1569376821556223,"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."}}