{"id":"W4381194064","doi":"10.11159/cdsr23","title":"Proceedings of the 10th International Conference on Control, Dynamic Systems, and Robotics (CDSR 2023)","year":2023,"lang":"en","type":"paratext","venue":"Proceedings of the International Conference of Control, Dynamic systems, and Robotics","topic":"Robotics and Automated Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Society; Royal Society of Canada","keywords":"Robotics; Computer science; Control (management); Aerospace engineering; Artificial intelligence; Aeronautics; Systems engineering; Robot; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258078,0.001614725,0.001441101,0.001465427,0.0008854137,0.006308028,0.001604723,0.002121874,0.1979219],"category_scores_gemma":[0.004512761,0.000318835,0.0008222085,0.001339952,0.0009517758,0.003441904,0.002236443,0.003283423,0.1211397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239151,"about_ca_system_score_gemma":0.002115515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894291,"about_ca_topic_score_gemma":0.002342013,"domain_scores_codex":[0.9974495,0.0005005603,0.0001714333,0.000383702,0.00126036,0.0002343623],"domain_scores_gemma":[0.9964443,0.0005250761,0.0001163497,0.0004042308,0.001715463,0.0007946736],"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":[0.0001848339,0.0001015012,0.0002600066,0.0004252926,0.00003856565,0.0001635286,0.0001066603,0.0007052483,0.002273621,0.006028909,0.7962348,0.193477],"study_design_scores_gemma":[0.00001315224,0.0000659104,0.0003982726,0.000148972,0.0000150216,0.0001832387,0.00006568425,0.001390595,0.0006468072,0.001807708,0.995249,0.00001568687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007229266,0.07192283,0.1635007,0.0209878,0.1732352,0.0008971379,0.004109616,0.006307872,0.5518095],"genre_scores_gemma":[0.02651591,0.02944642,0.03049477,0.003171982,0.01566286,0.0005139268,0.01123095,0.001739179,0.881224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1979219,"threshold_uncertainty_score":0.6621146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923010345084223,"score_gpt":0.2439616747699367,"score_spread":0.2247315713190945,"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."}}