{"id":"W7096722962","doi":"","title":"Parasitoids of Leptoglossus occidentalis Heidemann","year":2016,"lang":"en","type":"article","venue":"","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Encyrtidae; Heteroptera; PEST analysis; Biological pest control; Pteromalidae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007155745,0.00006475617,0.0001121203,0.000003353156,0.00005009435,0.000005564139,0.0001264203,0.00003122229,0.001471292],"category_scores_gemma":[0.00004546079,0.00001349186,0.00005893755,0.00009018507,0.00006374848,0.00006867103,0.0000644823,0.00001449064,0.0001189358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009116676,"about_ca_system_score_gemma":0.00000126849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003110527,"about_ca_topic_score_gemma":0.000519129,"domain_scores_codex":[0.9994718,0.00001714462,0.0001389767,0.0001221643,0.0001119265,0.0001380272],"domain_scores_gemma":[0.9997061,0.0001512168,0.00003759611,0.00003216353,0.00003652155,0.00003634149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007248839,0.00002636279,0.2247207,0.000001551076,0.00001225629,0.000001501858,0.00002640487,1.858966e-8,0.6723459,0.0004593221,0.004882948,0.09751584],"study_design_scores_gemma":[0.00009879865,0.0001414053,0.7550351,0.00001893466,0.000003940033,0.000003302281,0.0001088176,3.185189e-7,0.2227244,0.0005625578,0.02119756,0.0001048416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856166,0.00006174556,0.000004259284,0.00206211,0.00006313115,0.00005079682,0.00001286863,0.00004255683,0.01208591],"genre_scores_gemma":[0.9976801,0.00003978331,0.00004735375,0.0001443476,0.00009251568,0.000004784546,0.000001384244,2.128824e-7,0.001989518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303144,"threshold_uncertainty_score":0.9994415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893421769972911,"score_gpt":0.2281875853676842,"score_spread":0.2092533676679551,"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."}}