{"id":"W2766753125","doi":"10.1115/detc2017-67812","title":"Design and Analysis of a Shell Mechanism Based Two-Fold Force Controlled Scoliosis Brace","year":2017,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Polytechnique Montréal; National Science Foundation","keywords":"Brace; Kinematics; Stiffness; Computer science; Structural engineering; Ellipsoid; Deflection (physics); Control theory (sociology); Physics; Engineering; Classical mechanics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004759076,0.0005673832,0.0004949193,0.0005465476,0.0002203848,0.000636965,0.001062402,0.0006037218,0.002629144],"category_scores_gemma":[0.0005510054,0.0002698944,0.0003553866,0.0001164049,0.0003066872,0.0003376334,0.0003542397,0.0002847326,0.0006776723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552563,"about_ca_system_score_gemma":0.000805697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009197794,"about_ca_topic_score_gemma":0.0008797047,"domain_scores_codex":[0.9995646,0.00004786449,0.00002726142,0.00005000594,0.0002689833,0.00004128247],"domain_scores_gemma":[0.9996316,0.00005625099,0.00007890785,0.00004619065,0.0001509494,0.00003602921],"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":[0.000569586,0.0002205605,0.002770257,0.0009147404,0.000132284,0.0007970058,0.0003792974,0.1801024,0.6330947,0.01240924,0.001261686,0.1673482],"study_design_scores_gemma":[0.0002920342,0.004010876,0.006785231,0.0001213315,0.0001384063,0.001147112,0.000188655,0.8058738,0.1490123,0.00157695,0.03074147,0.0001118307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0999161,0.0003461611,0.8913254,0.0001427241,0.0000888616,0.000534213,0.00009015859,0.0008155811,0.006740683],"genre_scores_gemma":[0.8336647,0.0002336347,0.1575107,0.00003983574,0.000009689995,0.0003261383,0.0001090824,0.0000733059,0.008032955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002629144,"threshold_uncertainty_score":0.008795321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285266058828279,"score_gpt":0.2340348884199322,"score_spread":0.2211822278316494,"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."}}