{"id":"W4391089051","doi":"","title":"Review Report - Fourth Quarter 2023: Analysis and Design of Spatial Mechanisms of Tensegrity for Collaborative Manipulation","year":2024,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tensegrity; Quarter (Canadian coin); Computer science; Engineering; Geography; Civil engineering; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001472809,0.001255767,0.001335634,0.002473047,0.0005163687,0.002657263,0.002259789,0.002825467,0.01850672],"category_scores_gemma":[0.00331202,0.000639604,0.001071407,0.002753627,0.0009438297,0.003378364,0.001350094,0.002264189,0.0167452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421257,"about_ca_system_score_gemma":0.002737451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891425,"about_ca_topic_score_gemma":0.002454162,"domain_scores_codex":[0.9991001,0.0001099138,0.00009890981,0.0001685421,0.0004436091,0.00007900019],"domain_scores_gemma":[0.9969823,0.0008209485,0.0002828806,0.0001848367,0.001520822,0.0002082686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008902953,0.00008258721,0.0002781717,0.01820784,0.000122461,0.0002049378,0.0000936902,0.001379508,0.005564426,0.02632274,0.2076425,0.7400121],"study_design_scores_gemma":[0.000006166989,0.00007220038,0.0003133949,0.002124497,0.00005712332,0.0002115926,0.00004239437,0.0003656824,0.0009439035,0.002139136,0.9937028,0.00002122416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000687619,0.9553363,0.009538813,0.003065861,0.007778488,0.0001057192,0.0003078984,0.0001557546,0.02302364],"genre_scores_gemma":[0.00428797,0.9686393,0.004014197,0.001837154,0.003699187,0.0001134605,0.0006494542,0.00007712448,0.01668213],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01850672,"threshold_uncertainty_score":0.06191123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969881419404286,"score_gpt":0.2889844473511413,"score_spread":0.2492856331570985,"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."}}