{"id":"W2559833318","doi":"10.1115/detc2016-59334","title":"Design and Analysis of a Sliding Panel Shape Morphing Mechanism System","year":2016,"lang":"en","type":"article","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hexapod; Morphing; Computer science; Mechanism (biology); Linkage (software); Base (topology); Structural engineering; Control theory (sociology); Engineering; Artificial intelligence; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958731,0.000230676,0.0003583982,0.0002423571,0.0002708291,0.0003991728,0.0006142518,0.0005072702,0.002813258],"category_scores_gemma":[0.0001914601,0.0001852794,0.0003753431,0.0001323517,0.0002866004,0.000241471,0.0003737311,0.0002306734,0.0003035013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128078,"about_ca_system_score_gemma":0.0004114037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009946537,"about_ca_topic_score_gemma":0.0004752156,"domain_scores_codex":[0.9998945,0.00001570718,0.000005796701,0.00002328926,0.00004382652,0.00001680166],"domain_scores_gemma":[0.99992,0.00001593545,0.00001819639,0.00001343969,0.00002239866,0.000009906818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001884393,0.00003853666,0.001899248,0.0002187728,0.00006389972,0.0004883687,0.0001409004,0.7165841,0.1768577,0.02372424,0.0007629576,0.07903277],"study_design_scores_gemma":[0.00002243778,0.0001379308,0.0006180234,0.000006436801,0.00001749911,0.00008183358,0.00001603513,0.9901791,0.005814578,0.000664995,0.00243206,0.000009056558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08423448,0.0002171466,0.9075505,0.000103413,0.00003929065,0.0001060395,0.0000563616,0.0003752683,0.007317528],"genre_scores_gemma":[0.933533,0.0001353016,0.06274033,0.0000181908,0.000009217575,0.0001285833,0.00003924179,0.00001431385,0.003381872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002813258,"threshold_uncertainty_score":0.009411275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022331298487093,"score_gpt":0.1866998660207134,"score_spread":0.1643685675336204,"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."}}