{"id":"W2899051073","doi":"10.1063/1.5021791","title":"Doubling the quality factor of cantilevers in liquid through fluid coupling-based actuation","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Coupling (piping); Materials science; Bending; Vibration; Excited state; Viscosity; Mechanics; Acoustics; Nanotechnology; Physics; Composite material; Atomic physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243152,0.0001077443,0.0002699217,0.00002005945,0.00005561018,0.00001806968,0.0002109151,0.0000376692,0.0001287115],"category_scores_gemma":[0.00001635543,0.00006934586,0.0001337687,0.0002076281,0.00009061232,0.00008604449,0.00002744161,0.0002517003,0.000006513809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002759869,"about_ca_system_score_gemma":0.0001508716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005801273,"about_ca_topic_score_gemma":0.000003186652,"domain_scores_codex":[0.9988695,0.00001462036,0.000506138,0.0000972989,0.0003512029,0.0001612598],"domain_scores_gemma":[0.9988976,0.0002612286,0.0004484825,0.0001487412,0.000189182,0.00005479842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002900217,0.001033931,0.00156548,0.0000708541,0.0002447898,0.000001165807,0.002584465,0.02625946,0.2048108,0.7451082,0.0001842646,0.01523638],"study_design_scores_gemma":[0.002292119,0.0004321939,0.001216002,0.00009768196,0.00006313076,1.295256e-7,0.0008183844,0.03010843,0.8824092,0.08075786,0.001533594,0.0002712524],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336887,0.000005997832,0.06442574,0.00007412647,0.0001184515,0.0000994596,0.00001075092,0.000002899031,0.001573845],"genre_scores_gemma":[0.9986228,0.000001273942,0.0007201655,0.00009037451,0.0005483862,0.000002270619,0.000002528534,0.00000940582,0.000002751643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775985,"threshold_uncertainty_score":0.2827842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158841713910846,"score_gpt":0.3169352345391773,"score_spread":0.2753468174000688,"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."}}