{"id":"W1506719597","doi":"10.7275/3588892","title":"Interactions Between Pieris oleracea and Pieris rapae (Lepidoptera: Pieridae) Butterflies, and the Biological Control Agents Cotesia glomerata and Cotesia rubecula (Hymenoptera: Braconidae).","year":2023,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pieris rapae; Pieridae; Braconidae; Lepidoptera genitalia; Biology; Biological pest control; Botany; Parasitoid","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":[],"consensus_categories":[],"category_scores_codex":[0.0009524336,0.0003774391,0.0007535905,0.00007169713,0.001130363,0.0002824181,0.0005129392,0.0003358882,0.0004323781],"category_scores_gemma":[0.0002550064,0.0001804516,0.0001714182,0.0005263604,0.001628544,0.0005654881,0.0005132811,0.0007054451,0.00003329784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004308289,"about_ca_system_score_gemma":0.00001126939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003223096,"about_ca_topic_score_gemma":0.0002654512,"domain_scores_codex":[0.9975327,0.0006071784,0.0003348716,0.0007165059,0.000276532,0.000532229],"domain_scores_gemma":[0.9973783,0.001700163,0.0003113863,0.0001807085,0.0001421867,0.0002871997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002070829,0.0001738995,0.6863075,0.00005935696,0.001184898,0.0001512754,0.001516146,0.00001463176,0.05646612,0.001906015,0.007118868,0.2430305],"study_design_scores_gemma":[0.002712952,0.0003519938,0.9616399,0.00006380687,0.0001521223,0.00001469415,0.002797279,0.0002966109,0.00004676873,0.0004785493,0.03105601,0.0003892673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740959,0.001350346,0.00008945683,0.02280475,0.00009244836,0.0006193637,0.0002498103,0.0001362411,0.0005616868],"genre_scores_gemma":[0.9967591,0.001593226,0.0001776032,0.0008392801,0.0001440508,0.00000445577,0.0001141737,0.000003774446,0.0003643672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2753325,"threshold_uncertainty_score":0.8693956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306631596022644,"score_gpt":0.2029997407941612,"score_spread":0.1799334248339348,"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."}}