{"id":"W2946830776","doi":"10.11646/zootaxa.1323.1.1","title":"Review of the Nearctic species of Leiophron and Peristenus (Hymenoptera: Braconidae: Euphorinae) parasitizing Lygus (Hemiptera: Miridae: Mirini)","year":2006,"lang":"en","type":"article","venue":"Zootaxa","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Lygus; Miridae; Braconidae; Biology; Hemiptera; Botany; Parasitoid; Hymenoptera","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001311964,0.0001269421,0.0002641263,0.000008598513,0.0001477901,0.00002872612,0.0001699562,0.00004598775,0.0003648966],"category_scores_gemma":[0.00003384609,0.00004654486,0.0001261108,0.0001676097,0.0001266512,0.00008059949,0.00005536104,0.0001093727,0.000009020201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831305,"about_ca_system_score_gemma":0.000009240636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264437,"about_ca_topic_score_gemma":0.0003394147,"domain_scores_codex":[0.9990852,0.00006829054,0.000334275,0.0001794655,0.0001542515,0.0001784881],"domain_scores_gemma":[0.9994115,0.0001428477,0.0002342128,0.00009127049,0.00009258256,0.00002763526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002459161,0.0006713473,0.1285475,0.0033443,0.0001678581,0.00002940936,0.0003978229,0.000006062177,0.5351381,0.005420603,0.01655363,0.3094774],"study_design_scores_gemma":[0.0003609311,0.0003779833,0.4052342,0.003343362,0.0001012768,0.0001696978,0.0003548637,0.00003519183,0.01726966,0.0001186369,0.5723095,0.0003246801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976313,0.01125152,5.327383e-7,0.001201003,0.0001635634,0.0002149819,0.00004471087,0.00001277657,0.01079791],"genre_scores_gemma":[0.9960387,0.001862629,0.00002310182,0.0002711989,0.000199778,0.00001033976,0.00001106339,0.000001095808,0.001582103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557559,"threshold_uncertainty_score":0.3995362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093844423018424,"score_gpt":0.2120236650693003,"score_spread":0.201085220839116,"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."}}