{"id":"W2174854525","doi":"10.1603/0046-225x-30.1.37","title":"Population Collapses in a Forecasted Outbreak of<i>Lambdina fiscellaria</i>(Lepidoptera: Geometridae) Caused by Spring Egg Parasitism by<i>Telenomus</i>spp. (Hymenoptera: Scelionidae)","year":2001,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Ministère des Ressources naturelles et des Forêts (Québec); Natural Resources Canada; Canadian Forest Service","funders":"Institute of Materials Research and Engineering","keywords":"Scelionidae; Lepidoptera genitalia; Ichneumonidae; Biology; Population; Hymenoptera; Outbreak; Parasitism; Library science; Humanities; Ecology; Forestry; Demography; Parasitoid; Geography; Sociology; Host (biology); Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001830944,0.0002526738,0.000390414,0.00007398313,0.0001458379,0.00003702971,0.0002096424,0.0001940598,0.00198853],"category_scores_gemma":[0.00001387831,0.0001450908,0.0001051849,0.0002924439,0.00007574802,0.0001653246,0.00007699549,0.0001882988,0.0001057101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715237,"about_ca_system_score_gemma":0.000003482617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028616,"about_ca_topic_score_gemma":0.001140964,"domain_scores_codex":[0.9981899,0.0001507223,0.0005145858,0.0004421383,0.0002313977,0.0004712185],"domain_scores_gemma":[0.9993782,0.0001968449,0.000223193,0.00009707981,0.000007837369,0.00009685698],"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":[0.0001759921,0.0006423157,0.4193164,0.0000049298,0.00003761048,0.0000533297,0.0000668621,0.00003594907,0.5521877,0.0000338153,0.0007645183,0.02668058],"study_design_scores_gemma":[0.002212785,0.001058679,0.915307,0.00004891201,0.00004864551,0.0001433668,0.0002941241,0.0004407246,0.02590626,0.000126266,0.05378512,0.0006280777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967756,0.0005411758,0.00002029445,0.0003482913,0.0002313535,0.0003583511,0.0002033184,0.00002917803,0.001492458],"genre_scores_gemma":[0.9973578,0.0003654506,0.00002403516,0.0002638846,0.00008372529,0.00004767282,0.0005885382,0.000003872031,0.001265057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5262815,"threshold_uncertainty_score":0.9995837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006985052339319656,"score_gpt":0.1971168071495618,"score_spread":0.1901317548102422,"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."}}