{"id":"W1544498952","doi":"10.5772/21578","title":"Wire Robot Suspension Systems for Wind Tunnels","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Duisburg-Essen; Canadian Institute for Advanced Research","keywords":"Suspension (topology); Wind tunnel; Marine engineering; Robot; Computer science; Aerospace engineering; Engineering; Geology; Environmental science; Artificial intelligence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000650779,0.0003138202,0.0003370031,0.0001085643,0.0000632821,0.00004235247,0.00023293,0.000408021,0.00005237167],"category_scores_gemma":[0.000005670671,0.0003177267,0.0001525031,0.000006674462,0.00004726211,0.00001624017,0.00004527907,0.0002847548,0.0001846554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007432207,"about_ca_system_score_gemma":0.0000215408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001799106,"about_ca_topic_score_gemma":0.000008485699,"domain_scores_codex":[0.999093,0.000001864008,0.0003207489,0.0002558919,0.0001109397,0.0002175353],"domain_scores_gemma":[0.9992124,0.0000622933,0.0000727675,0.0004627563,0.0001059567,0.0000838249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002596064,0.00002147437,0.000002129761,0.001083752,0.0006411464,0.00002826258,0.0004429043,0.003927317,0.05713947,0.8994119,0.0148933,0.02238239],"study_design_scores_gemma":[0.0002915318,0.00008072256,0.000002494003,0.0009647838,0.0001646289,0.00003705278,0.00001773993,0.00299678,0.02195878,0.05666198,0.9159178,0.0009057455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003203841,0.0007534617,0.1363542,0.00001179064,0.00106134,0.001290669,0.00008388729,0.00066764,0.859745],"genre_scores_gemma":[0.4507838,0.00009348624,0.001107845,0.000033865,0.000685326,0.0002003117,0.00008118725,0.000355685,0.5466586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9010245,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921562175998733,"score_gpt":0.2303105351877588,"score_spread":0.1910949134277715,"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."}}