{"id":"W2963003007","doi":"10.1017/9781316084267","title":"Introduction to Microwave Imaging","year":2017,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Computer science; Microwave; MATLAB; Microwave imaging; Field (mathematics); Ideal (ethics); Computer engineering; Resource (disambiguation); Radar; Implementation; Sample (material); Electronic engineering; Engineering; Software engineering; Telecommunications; Mathematics; Physics; Programming language","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001083795,0.0003933017,0.0004276751,0.0003598696,0.0002438591,0.0001803586,0.0006570479,0.0001542098,0.000004048644],"category_scores_gemma":[0.00001212273,0.0005258195,0.0002307362,0.00001322327,0.0001064909,0.0000977265,0.0002339792,0.0004822419,0.0001109935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005666299,"about_ca_system_score_gemma":0.00006351215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007477493,"about_ca_topic_score_gemma":0.000002513582,"domain_scores_codex":[0.9987445,0.00002542098,0.0001674063,0.0005267758,0.0001638012,0.000372039],"domain_scores_gemma":[0.998519,0.00001593977,0.00009022599,0.001082422,0.00009470353,0.0001976877],"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":[0.000009371936,0.000002556348,0.000001623324,0.0001343858,0.0001833749,0.000131333,0.0000526221,0.0002701162,0.005357935,0.001948169,0.9861606,0.005747932],"study_design_scores_gemma":[0.0001550104,0.000005363028,0.00000824658,0.0001271533,0.0002522973,0.00003127218,0.00001272255,0.001012028,0.003937481,0.000001074052,0.9939273,0.000530068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001280763,0.0001897168,0.009458318,0.0001303622,0.0008374359,0.0001744008,0.0001191589,0.0005325331,0.98843],"genre_scores_gemma":[0.001122333,0.00004537078,0.0003518196,0.00004521324,0.00138666,8.574557e-7,0.0001056161,0.0000900076,0.9968521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009106499,"threshold_uncertainty_score":0.9997193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00827818425323532,"score_gpt":0.1805161574493697,"score_spread":0.1722379731961344,"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."}}