{"id":"W4385444730","doi":"10.1109/memc.2023.10201446","title":"Book Reviews","year":2023,"lang":"en","type":"article","venue":"IEEE Electromagnetic Compatibility Magazine","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Quarter (Canadian coin); Engineering ethics; Engineering; Management; Sociology; History; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009905916,0.0004727933,0.0006873185,0.0002695554,0.0001325572,0.00005881854,0.0004834213,0.000121685,0.001874194],"category_scores_gemma":[0.0001369626,0.0004870573,0.0002125155,0.001459236,0.0001158086,0.0001746702,0.00004404356,0.0004602279,0.004567097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962919,"about_ca_system_score_gemma":0.00005544723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001211304,"about_ca_topic_score_gemma":0.0001386174,"domain_scores_codex":[0.9967086,0.0001926592,0.000882315,0.0006239554,0.0005042661,0.001088201],"domain_scores_gemma":[0.9982482,0.0001582278,0.00006729049,0.001156918,0.0001009423,0.0002684153],"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":[0.00002621216,0.0001295558,0.0004292057,0.0003593665,0.00003780319,0.0000130437,0.0001694706,0.0008984898,0.3071351,0.00003387247,0.6678693,0.02289864],"study_design_scores_gemma":[0.001920409,0.001918679,0.07003165,0.000149275,0.0001275861,0.00004442613,0.000009633321,0.1115145,0.03145045,0.001995392,0.7793591,0.001478946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543757,0.02102802,0.0004404365,0.0003992909,0.001099113,0.001645037,0.00001565241,0.003384186,0.01761256],"genre_scores_gemma":[0.9796109,0.006133376,0.0009856247,0.001006089,0.0004516994,0.0003952906,0.0001243,0.0001646215,0.0111281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756847,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315258718291022,"score_gpt":0.2445657779039856,"score_spread":0.2214131907210754,"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."}}