{"id":"W1983505331","doi":"10.1093/ee/nvv055","title":"Resource Allocation to Flight in an Outbreaking Forest Defoliator Malacosoma disstria","year":2015,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Allometry; Pupa; Wing; Population; Population density; Ecology; Larva; Lepidoptera genitalia; Density dependence; 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":[0.00009950755,0.000169623,0.0001235608,0.0002998704,0.0001976002,0.0001750368,0.0001076874,0.0001242912,0.0006409804],"category_scores_gemma":[0.0002177154,0.0001228265,0.00008630882,0.0001034045,0.00013966,0.0001596153,0.0002025284,0.0001531638,0.00008732511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587726,"about_ca_system_score_gemma":0.00008225569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449645,"about_ca_topic_score_gemma":0.007272001,"domain_scores_codex":[0.9999622,0.000006719067,0.000003379838,0.00001154209,0.000007171458,0.000008985105],"domain_scores_gemma":[0.9998222,0.00003659616,0.00007505444,0.0000115584,0.00001342574,0.00004111432],"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":[0.0003651262,0.0001168642,0.3209852,0.0000673396,0.0000301977,0.0002708524,0.0003000818,0.0002632359,0.670065,0.00004945811,0.00005782857,0.007428871],"study_design_scores_gemma":[0.000002518085,0.0001239913,0.9962971,0.000001286662,0.000004630152,0.0001232347,0.00005897321,0.0001891124,0.003114451,0.000007961892,0.00007486289,0.000001948106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998896,0.00002226247,0.00001450873,0.000002767296,1.659829e-7,9.00233e-7,0.00001468546,9.168109e-7,0.00005429299],"genre_scores_gemma":[0.9996383,0.00003590549,0.0000945611,0.00001161217,7.806116e-7,0.00000296253,0.00008505376,8.484312e-7,0.0001298598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002449645,"threshold_uncertainty_score":0.004870772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438047707577074,"score_gpt":0.2498630549758189,"score_spread":0.2354825779000482,"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."}}