{"id":"W4317908140","doi":"10.1115/1.4056758","title":"Reviewer’s Recognition","year":2023,"lang":"en","type":"article","venue":"Journal of Mechanisms and Robotics","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science","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":[0.02758186,0.002836013,0.004876371,0.004689074,0.003805181,0.01225214,0.007306858,0.01764305,0.06667055],"category_scores_gemma":[0.2723847,0.001180213,0.003689516,0.002830705,0.003137349,0.005880618,0.004360558,0.0123103,0.05742025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958783,"about_ca_system_score_gemma":0.01832163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987609,"about_ca_topic_score_gemma":0.004846175,"domain_scores_codex":[0.959219,0.005386619,0.006094648,0.005653873,0.02129607,0.002349831],"domain_scores_gemma":[0.4551952,0.02125917,0.01394767,0.008839939,0.4815529,0.01920515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002436993,0.000004689121,0.00005171956,0.0001913274,0.000009064129,0.00008750542,0.00002815387,0.00001272329,0.00004822149,0.0001254547,0.9936168,0.005799942],"study_design_scores_gemma":[0.00004882711,0.00003794508,0.0003999608,0.0008759932,0.00003271729,0.0008351809,0.0001714306,0.0001215645,0.0002181002,0.0006795673,0.9965189,0.00005986989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00009940605,0.002539732,0.0004994355,0.11811,0.875968,0.0001545405,0.0002764586,0.0002832125,0.002069236],"genre_scores_gemma":[0.004178825,0.007697772,0.002623216,0.1940362,0.7363425,0.001175613,0.0007600599,0.0008496893,0.05233611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06667055,"threshold_uncertainty_score":0.2230352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106489525770031,"score_gpt":0.2294132149643615,"score_spread":0.1983483197066612,"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."}}