{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272476,0.0001916954,0.0001075931,0.0004417462,0.001109001,0.0003341805,0.0003511641,0.0001596441,0.001324106],"category_scores_gemma":[0.0002177057,0.00009027213,0.00009175244,0.000458169,0.0002215045,0.0001986193,0.0001527344,0.0001655625,0.0002107466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282596,"about_ca_system_score_gemma":0.005969959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864028,"about_ca_topic_score_gemma":0.9955077,"domain_scores_codex":[0.9999043,0.000005944505,0.000003042927,0.00002675508,0.0000243448,0.00003555366],"domain_scores_gemma":[0.9997252,0.00001793783,0.00004513455,0.000007183885,0.0001496235,0.00005496199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005534113,0.0001410712,0.8022131,0.0002219322,0.00006791095,0.00074659,0.002533649,0.002012274,0.1265979,0.0005754899,0.00424118,0.06009547],"study_design_scores_gemma":[0.000005496972,0.00009206938,0.9916463,0.00001473284,0.00001392376,0.0001019279,0.0005691258,0.0007409605,0.001790344,0.00002222214,0.004990887,0.00001204994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923045,0.001263653,0.0002259503,0.0001153732,0.000006670481,0.00002910103,0.002401613,0.00002075821,0.003632342],"genre_scores_gemma":[0.9934449,0.0004045104,0.0003664145,0.00005487683,0.000001425479,0.00001093564,0.00135604,0.000004362586,0.004356599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359719,"threshold_uncertainty_score":0.09305936,"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."}}