{"id":"W4285804252","doi":"10.1093/ee/nvac047","title":"Temperature-dependent Development, Survival, and Oviposition of <i>Laricobius osakensis</i> (Coleoptera: Derodontidae): A Specialist Predator of <i>Adelges tsugae</i> (Hemiptera: Adelgidae)","year":2022,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Animal and Plant Health Inspection Service; U.S. Forest Service; U.S. Department of Agriculture","keywords":"Biology; Hemiptera; Predator; Predation; Ecology; Biological pest control; Zoology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004439856,0.0002821323,0.000419135,0.0001033393,0.00030798,0.00001094405,0.0003511325,0.0001283484,0.006208663],"category_scores_gemma":[0.00001035106,0.0003077772,0.00008228516,0.000172324,0.0005875459,0.0001289921,0.001285683,0.0002821485,0.00004603456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413094,"about_ca_system_score_gemma":0.00001807657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945113,"about_ca_topic_score_gemma":0.0004417968,"domain_scores_codex":[0.9976456,0.0002750515,0.0005921442,0.0005936777,0.0004926281,0.0004009202],"domain_scores_gemma":[0.9991381,0.00007059348,0.0003371421,0.0003439102,0.000003088695,0.0001071507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006744735,0.002626571,0.5633493,0.0001000323,0.0003538151,0.0001668659,0.002502871,0.002015911,0.4188722,0.001077388,0.00367892,0.004581656],"study_design_scores_gemma":[0.002681068,0.001010363,0.883357,0.00001487289,0.000150612,0.0002627142,0.0009989863,0.00004961183,0.09229144,0.0003620652,0.01816347,0.0006578071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942747,0.0002744515,0.00005493794,0.0001006175,0.00038125,0.0005108243,0.0001391105,0.00002123578,0.004242881],"genre_scores_gemma":[0.9977384,0.0001151506,0.0006195631,0.0003369564,0.00002507284,0.0001320156,0.0001563568,0.00002623311,0.0008502225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3265807,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00598502311235829,"score_gpt":0.1921984172618202,"score_spread":0.1862133941494619,"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."}}