{"id":"W4408373258","doi":"10.1111/eea.13555","title":"Optimizing field collection and laboratory conservation of the parasitoid <i>Trichomalus perfectus</i> before release against the cabbage seedpod weevil <i>Ceutorhynchus obstrictus</i>","year":2025,"lang":"en","type":"article","venue":"Entomologia Experimentalis et Applicata","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Parasitoid; Biology; Weevil; PEST analysis; Biological pest control; Pteromalidae; Botany","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":[0.0002127829,0.000173497,0.0001833306,0.00002079801,0.000512636,0.00008843515,0.0003407938,0.000126234,0.00003900251],"category_scores_gemma":[0.00006237061,0.00006479161,0.00009045279,0.0006283192,0.0001086382,0.0001058112,0.0001590571,0.000224455,0.000002547944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006626768,"about_ca_system_score_gemma":0.00003450609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721765,"about_ca_topic_score_gemma":0.0005243954,"domain_scores_codex":[0.9988806,0.0001802424,0.0002778738,0.0003007053,0.0001613803,0.0001992124],"domain_scores_gemma":[0.9991273,0.000405751,0.0001771788,0.0001802764,0.00007150966,0.00003797698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001390179,0.0001780321,0.01269102,0.00001233481,0.00005655276,0.000002775071,0.0006566048,0.00001128198,0.9649919,0.001636362,0.01369862,0.005925447],"study_design_scores_gemma":[0.0005506064,0.0002169417,0.01339152,0.00005550919,0.00005407684,0.00001754808,0.002474887,0.0004047243,0.9688463,0.0001237815,0.01364732,0.0002168271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912389,0.0009306571,0.00002822076,0.004469067,0.0002180498,0.000671924,0.0001277088,0.00005457756,0.002260913],"genre_scores_gemma":[0.9944957,0.0001273105,0.00004211062,0.004660535,0.00006067997,0.0002467842,0.00007127013,0.000001672734,0.0002939707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00570862,"threshold_uncertainty_score":0.3942834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007086359976880974,"score_gpt":0.236067148314462,"score_spread":0.228980788337581,"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."}}