{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001693127,0.0001714589,0.0001730182,0.0008277154,0.0009843826,0.0005854191,0.0005649046,0.0002262803,0.00111182],"category_scores_gemma":[0.0003759287,0.0001276548,0.0001292782,0.000731533,0.0003163256,0.0001698779,0.0002799213,0.0002224955,0.0001652149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007173257,"about_ca_system_score_gemma":0.003122183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9621066,"about_ca_topic_score_gemma":0.9885011,"domain_scores_codex":[0.9998475,0.00001229924,0.000007616109,0.0000383252,0.00004400845,0.00005023455],"domain_scores_gemma":[0.9993918,0.00004726932,0.00009082302,0.00001441535,0.0003028534,0.0001528626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008096592,0.00004085204,0.9830862,0.00003179698,0.00002772218,0.0002359392,0.0009354443,0.0004491902,0.007570195,0.00005778779,0.0004818326,0.007002204],"study_design_scores_gemma":[0.000002055513,0.00001849353,0.9981899,0.000006288275,0.000005669585,0.00004186564,0.0007104692,0.0005073709,0.0001724424,0.000005210927,0.000335395,0.000004767327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991642,0.00006157139,0.00003258181,0.00001577569,7.315151e-7,0.000007738983,0.0002912111,0.000004639886,0.0004216154],"genre_scores_gemma":[0.9989311,0.00006717124,0.00009451133,0.00001481843,4.605473e-7,0.000004986692,0.0003475954,0.000001211982,0.0005380081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03789335,"threshold_uncertainty_score":0.07623297,"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."}}