{"id":"W2163645325","doi":"10.1603/en14066","title":"Plant Vigor Metrics Determine Spatio-Temporal Distribution Dynamics of<i>Oulema melanopus</i>(Coleoptera: Chrysomelidae) and Its Larval Parasitoid,<i>Tetrastichus julis</i>(Hymenoptera: Eulophidae)","year":2014,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Food Inspection Agency","keywords":"Eulophidae; Biology; Parasitoid; Biological dispersal; Ecology; Botany; Biological pest control; Agronomy; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004084672,0.0003719341,0.0005196438,0.00008319545,0.000265977,0.00001839223,0.0002640693,0.0002560818,0.0005004782],"category_scores_gemma":[0.0001053337,0.0003700869,0.00008907541,0.0002114724,0.0005651775,0.0002356004,0.0004091988,0.0002658195,0.0002108588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331928,"about_ca_system_score_gemma":0.000007669685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008946055,"about_ca_topic_score_gemma":0.0008078156,"domain_scores_codex":[0.9976632,0.0002288701,0.0006014011,0.0006219058,0.0003571968,0.00052745],"domain_scores_gemma":[0.9988983,0.000317961,0.0003398801,0.0002591531,0.000006970568,0.0001776796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160207,0.000363771,0.9927131,0.00003510914,0.00008147409,0.00004061153,0.0002809893,0.0006828259,0.001428148,0.001194218,0.0001164986,0.002947246],"study_design_scores_gemma":[0.001712325,0.0008931629,0.9303539,0.00001550456,0.0001491139,0.0001828121,0.00009415832,0.06084738,0.002682021,0.001005801,0.001510325,0.0005534767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940423,0.0002251015,0.003207143,0.0002466023,0.0003760833,0.000365979,0.0004443177,0.00004183265,0.001050657],"genre_scores_gemma":[0.9972542,0.0002434037,0.0006403934,0.0002005789,0.00005446304,0.00004976149,0.001225669,0.00002472822,0.0003068394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06235917,"threshold_uncertainty_score":0.9998751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005905277090321646,"score_gpt":0.2049745221811505,"score_spread":0.1990692450908288,"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."}}