{"id":"W4226487946","doi":"10.1007/978-3-030-99826-4_1","title":"Design, Synthesis, and Implementation of a Dynamic Loading Mechanism for Morphing Winglets","year":2022,"lang":"en","type":"book-chapter","venue":"Mechanisms and machine science","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wingtip device; Morphing; Structural engineering; Mechanism (biology); Linkage (software); Wing; Engineering; Aerodynamics; Computer science; Aerospace engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000535799,0.000201197,0.0002595691,0.0002174577,0.0003242447,0.0000602028,0.0001443316,0.00005791746,0.0001725934],"category_scores_gemma":[0.00003109373,0.0002070492,0.00003656806,0.00004463262,0.00006222742,0.0002308863,0.00009059022,0.0001242954,4.889054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000609853,"about_ca_system_score_gemma":0.00004691819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644275,"about_ca_topic_score_gemma":0.00002294048,"domain_scores_codex":[0.9989968,0.000007810519,0.0002482694,0.0003021235,0.0002447172,0.0002002562],"domain_scores_gemma":[0.9995198,0.0001392423,0.0001091516,0.000114749,0.00004634317,0.00007069228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007315764,0.000002293941,1.126538e-7,0.0001194459,0.000022781,0.000001405141,0.0001753747,0.0005879019,0.1826453,0.7993336,0.000004342003,0.01710017],"study_design_scores_gemma":[0.0005994205,0.0003575718,0.000006327201,0.0001297112,0.0001859256,0.00003123718,0.0001632748,0.7081392,0.07645788,0.2129897,0.0003868004,0.0005528664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002804972,0.0002029488,0.9975614,0.00005957094,0.0002273991,0.0005578085,0.0001159531,0.00006723121,0.0009271833],"genre_scores_gemma":[0.9487456,0.0003154272,0.04987508,0.00007007318,0.00002457205,0.0001104893,0.00001336514,0.00005856445,0.0007868467],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9484651,"threshold_uncertainty_score":0.844322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455592392872037,"score_gpt":0.2333776678428724,"score_spread":0.218821743914152,"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."}}