{"id":"W2063649802","doi":"10.1119/1.3078416","title":"Aspirating cantilevers and reverse sprinklers","year":2009,"lang":"en","type":"article","venue":"American Journal of Physics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Cantilever; Rotation (mathematics); Physics; Flutter; Mechanics; Inverse; Focus (optics); Dynamics (music); Inverse dynamics; Classical mechanics; Aerospace engineering; Acoustics; Computer science; Engineering; Optics; Mathematics; Geometry; Aerodynamics; Artificial intelligence","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":[0.0003640658,0.000241245,0.000310617,0.0002086444,0.0004357929,0.0006503747,0.0005096562,0.0008581141,0.00288631],"category_scores_gemma":[0.001193384,0.0003403343,0.000215416,0.0001519759,0.001737059,0.00115616,0.001035375,0.001003693,0.0002932878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566573,"about_ca_system_score_gemma":0.0001639467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005728282,"about_ca_topic_score_gemma":0.0004700829,"domain_scores_codex":[0.9996142,0.00006098886,0.00001444718,0.0001062548,0.0001630096,0.00004102337],"domain_scores_gemma":[0.9996574,0.0001771408,0.00003953541,0.00004507613,0.00004781979,0.00003301881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002624644,0.00004354867,0.001901191,0.0004867779,0.00002462051,0.001531653,0.002858054,0.01583054,0.7359686,0.1606203,0.001949369,0.07852288],"study_design_scores_gemma":[0.0001568891,0.002514158,0.02192918,0.0004864662,0.00009341736,0.009933629,0.003433052,0.2448664,0.3315067,0.19384,0.1907151,0.0005251067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612179,0.01989486,0.2834305,0.002160938,0.0007582942,0.0001154653,0.0001146855,0.0004326906,0.08091367],"genre_scores_gemma":[0.9614825,0.003502264,0.02104455,0.0002825838,0.0001077506,0.000037597,0.00004390658,0.00003889122,0.01345995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00288631,"threshold_uncertainty_score":0.009655714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004626709969860933,"score_gpt":0.1991428273552949,"score_spread":0.194516117385434,"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."}}