{"id":"W3120068593","doi":"10.2514/6.2021-1608","title":"Solar Panel Deployment Using Shape Memory Alloy Actuator","year":2021,"lang":"en","type":"article","venue":"AIAA Scitech 2021 Forum","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Actuator; Shape-memory alloy; SMA*; Linear actuator; Displacement (psychology); Computer science; Mechanical engineering; Software deployment; Resistive touchscreen; Hinge; Materials science; Structural engineering; Engineering","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":[0.00006949572,0.0002367054,0.0001305955,0.0001712763,0.0002402385,0.0002119773,0.0002978372,0.0003497287,0.003645419],"category_scores_gemma":[0.0001186273,0.0001061371,0.0001436074,0.000105079,0.0001158601,0.000236868,0.0002784297,0.0001937482,0.001173437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164626,"about_ca_system_score_gemma":0.0001228845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419388,"about_ca_topic_score_gemma":0.0008815138,"domain_scores_codex":[0.9999235,0.00000593911,0.00000236809,0.00001561757,0.00003905004,0.00001353934],"domain_scores_gemma":[0.9999341,0.00001199259,0.00001219285,0.00001453189,0.00001630065,0.0000109333],"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":[0.00008151437,0.00002884603,0.0005579705,0.00009615399,0.000006091305,0.000393072,0.00007389867,0.004378987,0.9715838,0.0005974119,0.001209923,0.02099219],"study_design_scores_gemma":[0.00001243789,0.0004346769,0.003584363,0.00001477709,0.00001051456,0.0002961238,0.000150021,0.02814897,0.9496061,0.000174615,0.01755109,0.00001627445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857054,0.0007197399,0.07543145,0.0002948642,0.0002943133,0.0001041802,0.000430462,0.002046232,0.03497347],"genre_scores_gemma":[0.9677004,0.0002232248,0.01966005,0.00002912249,0.00001176635,0.0000253434,0.0001355573,0.00008247111,0.01213203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003645419,"threshold_uncertainty_score":0.01219517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397911224232342,"score_gpt":0.2699660049685188,"score_spread":0.2301748825452846,"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."}}