{"id":"W2941781599","doi":"10.1101/615799","title":"Parasitoid community responds indiscriminately to fluctuating spruce budworm and other caterpillars on balsam fir","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of New Brunswick; University of Guelph","funders":"U.S. Forest Service; Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency; Deutsche Forschungsgemeinschaft","keywords":"Spruce budworm; Parasitoid; Choristoneura fumiferana; Tortricidae; Balsam; Parasitism; Caterpillar; Biology; Lepidoptera genitalia; Ecology; Biological pest control; Botany; Host (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001323014,0.0001405917,0.0001454216,0.0002721546,0.0003304342,0.0002866805,0.0001850162,0.0001751836,0.000600626],"category_scores_gemma":[0.0001674629,0.0001314548,0.0001260369,0.00007989014,0.0002323204,0.000113543,0.0002039581,0.0002551852,0.0001015966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006604651,"about_ca_system_score_gemma":0.0002293846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03495107,"about_ca_topic_score_gemma":0.08638036,"domain_scores_codex":[0.9999301,0.000009580308,0.000003249071,0.00002413575,0.00001213344,0.00002074506],"domain_scores_gemma":[0.999818,0.00001731929,0.00004470128,0.00001354449,0.00003282655,0.00007361073],"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":[0.0003522608,0.0001198434,0.4823902,0.00003801377,0.00004979614,0.0001975201,0.0004892608,0.000391228,0.5114796,0.00003457726,0.0001567094,0.004301055],"study_design_scores_gemma":[0.00000162747,0.00007138711,0.997236,0.00000160372,0.00000559266,0.00003058065,0.0001717622,0.0003564678,0.00204011,0.000005241386,0.00007793472,0.000001732277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998125,0.00001612472,0.00001818323,0.000005755514,4.101367e-7,0.000001326191,0.0000332785,0.00000265081,0.0001097424],"genre_scores_gemma":[0.9996701,0.00001202804,0.00004494004,0.00001331333,5.219737e-7,0.000001963306,0.00007510675,7.599556e-7,0.0001813024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03495107,"threshold_uncertainty_score":0.06949526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929253064282018,"score_gpt":0.2469999430299984,"score_spread":0.2277074123871782,"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."}}