{"id":"W4391682974","doi":"10.1115/1.4064713","title":"Reviewer’s Recognition","year":2024,"lang":"en","type":"article","venue":"Journal of Mechanisms and Robotics","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robotics; Artificial intelligence; Library science; Engineering; Computer science; Robot","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":[0.02892492,0.002861312,0.005037354,0.004804499,0.003888663,0.01271893,0.007360587,0.01765339,0.06873892],"category_scores_gemma":[0.2814128,0.001215982,0.003730554,0.002928316,0.003231296,0.006077407,0.00436778,0.01241894,0.05909208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958961,"about_ca_system_score_gemma":0.01899642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931988,"about_ca_topic_score_gemma":0.004736845,"domain_scores_codex":[0.9567453,0.005710694,0.006694565,0.005917851,0.02250524,0.00242626],"domain_scores_gemma":[0.4369993,0.02172305,0.01447575,0.009156444,0.4984159,0.0192296],"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":[0.00002543143,0.000004899986,0.00005200246,0.0002064925,0.000009532603,0.00008859804,0.00003082513,0.00001279436,0.00005126532,0.000126911,0.9932842,0.006107104],"study_design_scores_gemma":[0.00005278268,0.00003933515,0.0004103884,0.0009388461,0.00003489674,0.0008558961,0.0001797575,0.0001238281,0.000226043,0.0007021953,0.9963728,0.00006330461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001033927,0.002615328,0.0005268682,0.1176367,0.8761928,0.0001703324,0.0003010106,0.0002999991,0.002153514],"genre_scores_gemma":[0.004343183,0.008140235,0.002816794,0.1910915,0.7358191,0.001313321,0.0008419653,0.0009297313,0.05470409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06873892,"threshold_uncertainty_score":0.2299546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184551411072176,"score_gpt":0.2522649409887603,"score_spread":0.2304194268780385,"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."}}