{"id":"W4404653877","doi":"10.2478/jofnem-2024-0041","title":"Population Dynamics of <i>Mesocriconema xenoplax</i> Parasitizing Sweet Cherry Trees in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Nematology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Population; Biology; Population density; Growing season; PEST analysis; Orchard; Seasonality; Horticulture; Ecology; Geography; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00015191,0.00005702196,0.0003253841,0.00002114603,0.00004772843,0.00007889243,0.0001090287,0.00004794094,0.000116104],"category_scores_gemma":[0.00002878392,0.00003861542,0.000059351,0.0002782136,0.00002431013,0.0001260408,0.00003225401,0.00009804979,6.421847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005533874,"about_ca_system_score_gemma":0.00002444024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3051107,"about_ca_topic_score_gemma":0.9862732,"domain_scores_codex":[0.9990686,0.00005156012,0.0004910156,0.00009620326,0.0001604739,0.0001321639],"domain_scores_gemma":[0.9995314,0.0001342406,0.0002214673,0.00001972391,0.00006365129,0.00002944697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000147991,0.00007316513,0.9632757,0.000125425,0.0000882452,0.0006805054,0.00009443181,0.00002206135,0.006747762,0.0005067038,0.004387657,0.0239835],"study_design_scores_gemma":[0.0001130551,0.00006202694,0.995769,0.0001881406,0.00002159366,0.0003178858,0.0009047065,0.0002553947,0.00002237767,0.0005148339,0.00174601,0.00008500272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972045,0.0005732818,0.000006853727,0.001594448,0.0003319227,0.00005666717,0.00001710653,0.000008285238,0.0002068926],"genre_scores_gemma":[0.9994335,0.0001624419,0.00001884997,0.0001091818,0.00007114835,0.000001599179,0.00001780634,0.000001030429,0.0001844912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6811625,"threshold_uncertainty_score":0.6995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008821926055781632,"score_gpt":0.2088351582082107,"score_spread":0.2000132321524291,"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."}}