{"id":"W4404487674","doi":"10.3390/su162210004","title":"Advancing Sustainable Agriculture: Potential of Life Story Strategies of Solitary and Gregarious Microgastrinae Parasitoids (Hymenoptera: Braconidae) to Enhance Biological Control","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Braconidae; Hymenoptera; Biological pest control; Natural enemies; Parasitoid; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000171,0.0001807764,0.00009444703,0.0002229771,0.0001918252,0.0004207587,0.0001403284,0.0001631155,0.001193612],"category_scores_gemma":[0.0002264676,0.00005140323,0.000094403,0.0001210183,0.0002573998,0.000399747,0.0004207433,0.0001318478,0.0001357581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250442,"about_ca_system_score_gemma":0.0002277597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806963,"about_ca_topic_score_gemma":0.003279289,"domain_scores_codex":[0.9999366,0.0000205675,0.000002294163,0.00001116662,0.00001151978,0.00001779596],"domain_scores_gemma":[0.9998561,0.0000221646,0.00005322038,0.00001166808,0.00001440974,0.00004235345],"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":[0.0003048097,0.0002556729,0.1810555,0.0005455133,0.0001019389,0.0004039014,0.001456921,0.001304944,0.5065215,0.002841918,0.0006399096,0.3045675],"study_design_scores_gemma":[0.00002143823,0.001717139,0.9503825,0.0000975741,0.00009315461,0.001033403,0.002398711,0.005142716,0.02399434,0.002688247,0.01240228,0.00002857841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949839,0.0006963845,0.000931319,0.0001315507,0.000001884246,0.00001093858,0.00002370022,0.00001173988,0.003208583],"genre_scores_gemma":[0.9984376,0.000224231,0.0008359451,0.0000167231,0.000001554087,0.000004174065,0.00001950161,0.000001355665,0.0004589051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193612,"threshold_uncertainty_score":0.003993034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002851513473381863,"score_gpt":0.2248902907305768,"score_spread":0.222038777257195,"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."}}