{"id":"W1964886242","doi":"10.5539/jas.v6n12p36","title":"Hymenoptera Parasitoid, a Suitable Biodiversity Resource for Vineyard Environmental Discrimination","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ecology; Abundance (ecology); Braconidae; Biodiversity; Habitat; Trophic level; Hymenoptera; Species richness; Population; Community; Parasitoid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002029862,0.0002375591,0.0002749976,0.0007470064,0.0003925887,0.0005845705,0.0001755138,0.000124056,0.002827266],"category_scores_gemma":[0.0003034489,0.000126974,0.0001680992,0.0004227934,0.0001081971,0.0003448264,0.0003410561,0.0001793263,0.0002683636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533544,"about_ca_system_score_gemma":0.0001436699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062595,"about_ca_topic_score_gemma":0.01365653,"domain_scores_codex":[0.9998208,0.00003410908,0.00001315731,0.00006779501,0.00003477469,0.00002948128],"domain_scores_gemma":[0.9998158,0.00002208997,0.00007141708,0.00001938471,0.00002831017,0.00004306498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000325667,0.0002212791,0.7574893,0.0003259644,0.0002229174,0.000333313,0.0008309084,0.0004148583,0.1715413,0.0003066019,0.0007161938,0.06727166],"study_design_scores_gemma":[0.000002010998,0.00005271428,0.9973123,0.000009978348,0.00001623801,0.0001102249,0.0002315291,0.0002012109,0.0007998251,0.00003168271,0.001229356,0.000003035572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970606,0.0005294706,0.0003758215,0.00001384013,0.000004588013,0.00001317627,0.0004287308,0.00001950611,0.00155421],"genre_scores_gemma":[0.9973803,0.0001322668,0.0009647153,0.00001054858,0.000003051703,0.000009050845,0.0005203437,0.00000784971,0.0009718839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062595,"threshold_uncertainty_score":0.009458125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144486931745238,"score_gpt":0.2094691199777709,"score_spread":0.1980242506603186,"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."}}