{"id":"W4206202078","doi":"10.3390/electronics10202483","title":"Quantum Mechatronics","year":2021,"lang":"en","type":"article","venue":"Electronics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechatronics; Merge (version control); Quantum; Robotics; Computation; Quantum computer; Computer science; Domain (mathematical analysis); Artificial intelligence; Engineering; Control engineering; Physics; Robot; Mathematics; Quantum mechanics; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008525127,0.0001101646,0.0001432566,0.00001252471,0.00007873506,0.00003501009,0.0001234769,0.00004046674,0.002597789],"category_scores_gemma":[0.00001987497,0.0001007116,0.0001195507,0.0001802111,0.00001346836,0.00004587965,0.00006446814,0.000279664,0.0003618009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003307941,"about_ca_system_score_gemma":0.0002515274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002640242,"about_ca_topic_score_gemma":0.000003128138,"domain_scores_codex":[0.9989746,0.00003050175,0.000148276,0.0002277027,0.0001688513,0.0004501271],"domain_scores_gemma":[0.9994936,0.00005716776,0.00002948693,0.0002308369,0.00006422171,0.000124671],"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":[0.000003593438,0.0000717802,0.0001371406,0.00000218149,0.00002891848,0.000002343074,0.000007241114,0.000006879768,0.002456516,0.9754026,0.0007230279,0.02115778],"study_design_scores_gemma":[0.0002740011,0.00005415526,0.00002147738,0.000005707946,0.00001925349,0.000001406376,0.00004982173,0.002460017,0.05254929,0.3609714,0.5834064,0.0001870772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6478491,0.02445962,0.1745773,0.004682044,0.00105977,0.0003690296,0.00006670463,0.0003287052,0.1466077],"genre_scores_gemma":[0.9958353,0.0001069028,0.0009982547,0.000220161,0.0002211678,0.00001084944,0.00004440964,0.00002053769,0.002542428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6144312,"threshold_uncertainty_score":0.998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007780323517696882,"score_gpt":0.2361991040879757,"score_spread":0.2284187805702788,"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."}}