{"id":"W4225326260","doi":"10.1101/2022.04.28.489927","title":"Partial refuges from biological control due to intraspecific variation in protective host traits: a case study with the egg parasitoid <i>Trissolcus japonicus</i>","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Intraspecific competition; Biology; Parasitoid; Host (biology); Biological pest control; Predation; Ecology; Population; Parasitism; Predator; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006364705,0.0002141943,0.0002980073,0.0002578203,0.0007799724,0.000401123,0.000342518,0.0005395563,0.0008331716],"category_scores_gemma":[0.0008311559,0.0001241718,0.0003689491,0.0001632412,0.0007221138,0.0002027821,0.0004410618,0.0005586799,0.00007338398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395147,"about_ca_system_score_gemma":0.0001578279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004047595,"about_ca_topic_score_gemma":0.008927701,"domain_scores_codex":[0.9997025,0.0001352473,0.00001499423,0.00006495219,0.00004348479,0.00003872444],"domain_scores_gemma":[0.9992332,0.0003411641,0.0001758544,0.00008793393,0.00005974306,0.0001020495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001897221,0.004266233,0.539869,0.0006314188,0.0004187674,0.05510819,0.01364002,0.003779379,0.3379908,0.001368639,0.001741171,0.03928924],"study_design_scores_gemma":[0.0001275379,0.01197908,0.8884057,0.00006771336,0.0002279568,0.03356222,0.008873933,0.008340268,0.0413601,0.001031487,0.005913333,0.0001106251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992223,0.00005419966,0.0002488583,0.00005030915,0.000001891328,0.00001405446,0.00002175585,0.000003684853,0.0003829783],"genre_scores_gemma":[0.9990261,0.00006167217,0.0005639833,0.00004118271,0.00000349405,0.00001016802,0.00002530186,0.000002819794,0.0002653951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004047595,"threshold_uncertainty_score":0.008048058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839041608526921,"score_gpt":0.2201437376084122,"score_spread":0.201753321523143,"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."}}