{"id":"W4376106406","doi":"10.1063/5.0145208","title":"Strouhal and Reynolds number scaling of force production in the Mountain Pine Beetle","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Strouhal number; Reynolds number; Scaling; Physics; Population; Mechanics; Geometry; Mathematics; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412405,0.00009798413,0.0001020831,0.0004636965,0.000125917,0.0002720023,0.0001029641,0.0001132699,0.000394343],"category_scores_gemma":[0.001219081,0.00008907091,0.00009032241,0.0001287875,0.0003322531,0.0002240927,0.0001353249,0.0001628387,0.00008521281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287153,"about_ca_system_score_gemma":0.0000831592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000970618,"about_ca_topic_score_gemma":0.0006145185,"domain_scores_codex":[0.999928,0.00001393112,0.000004111136,0.00001833841,0.00002012686,0.0000155209],"domain_scores_gemma":[0.9995251,0.0001522437,0.0001693906,0.00005018809,0.00006151502,0.00004156043],"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":[0.0004958688,0.0002148315,0.3830817,0.0001529354,0.00009172269,0.0007874163,0.001441365,0.04964842,0.482134,0.007809276,0.0008421464,0.0733003],"study_design_scores_gemma":[0.000008783499,0.0001856891,0.8261796,0.00001237477,0.0000104846,0.0003123332,0.0002421528,0.1540299,0.01660984,0.00158203,0.0007759228,0.00005082542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963237,0.0001074796,0.002592106,0.00002033367,0.000005674864,0.000003320559,0.00002743378,0.00002488874,0.0008950291],"genre_scores_gemma":[0.9995543,0.0000182414,0.0003457724,0.000002041203,0.000002809397,0.000001696023,0.00001292038,0.000002502879,0.00005965122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000970618,"threshold_uncertainty_score":0.001929879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218932148567793,"score_gpt":0.2451939310087757,"score_spread":0.2330046095230978,"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."}}