{"id":"W4411583009","doi":"10.32920/29391626","title":"Effects of insect host chemical secretions on the entomopathogenic nematode Steinernema carpocapsae","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Entomopathogenic nematode; Insect; Nematode; Host (biology); Biology; Biological pest control; Heterorhabditis bacteriophora; Natural enemies; Microbiology; Botany; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004718441,0.0004958706,0.0006599973,0.00003927946,0.0001383779,0.00008117542,0.001411537,0.000546146,0.0006216676],"category_scores_gemma":[0.0005167327,0.0001623909,0.0005818278,0.0004131896,0.0001601384,0.00002633012,0.00116576,0.000831439,0.00005001509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009899541,"about_ca_system_score_gemma":0.00008399891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003995547,"about_ca_topic_score_gemma":0.0002622148,"domain_scores_codex":[0.9973105,0.0003862916,0.0005960942,0.0007719579,0.0004964616,0.0004387635],"domain_scores_gemma":[0.997063,0.001919255,0.0003324658,0.000384186,0.0001809986,0.0001201228],"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":[0.00003123886,0.0001930244,0.0001854243,0.0001689575,0.00008823223,0.00001036724,0.00008896171,0.000007294346,0.9903154,0.005957319,0.0007901663,0.002163662],"study_design_scores_gemma":[0.0003792897,0.0002109499,0.007472774,0.0007031097,0.0002817374,0.00001409781,0.00008456847,0.0001397267,0.9857054,0.002749461,0.001665409,0.000593462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896843,0.001127965,0.00004809703,0.001680697,0.000567402,0.001530733,0.0003187445,0.0001676334,0.004874412],"genre_scores_gemma":[0.9966451,0.0001901775,0.00009591967,0.0008406343,0.0003033897,0.0002494431,0.0001299469,0.000003311944,0.001542087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00728735,"threshold_uncertainty_score":0.6806824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128935050897953,"score_gpt":0.209631167155209,"score_spread":0.1983418166462295,"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."}}