{"id":"W4230198737","doi":"10.1002/mmce.20187","title":"Handbook of Engineering Electromagnetics, Edited by Rajeev Bansal, Marcel Dekker, Inc. 2004, 720 pages, $116.96, ISBN: 0-8247-5628-2","year":2006,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Library science; Electromagnetics; Citation; Art history; Computer science; Engineering physics; Engineering; Art","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":[0.0002299005,0.0004694533,0.000543722,0.0005956957,0.00003244706,0.0001264013,0.000521393,0.000181418,0.00002370388],"category_scores_gemma":[0.00003570953,0.0005309674,0.0001801914,0.0001976879,0.00004308459,0.0003509902,0.0001207218,0.0006370668,0.000004671112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627578,"about_ca_system_score_gemma":0.00002830636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002314345,"about_ca_topic_score_gemma":0.000001836183,"domain_scores_codex":[0.9977885,0.00001657824,0.0009804808,0.0002491773,0.0004845527,0.0004807274],"domain_scores_gemma":[0.9989974,0.000163905,0.0002132748,0.0001840346,0.000267863,0.0001735189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001751072,0.0000427052,0.0001242007,0.00009475472,0.000234741,0.00006418049,0.0000738966,0.3690208,0.6189605,0.00007070638,0.009133238,0.00216274],"study_design_scores_gemma":[0.002099399,0.0003399629,0.0008284432,0.001026546,0.00006953879,0.0009101404,0.00001799434,0.4490414,0.5066944,0.00002855245,0.03815899,0.0007846662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2837482,0.02532637,0.6868775,0.0001050999,0.003342132,0.0001650287,0.00003970749,0.0002851636,0.000110801],"genre_scores_gemma":[0.9044682,0.001798367,0.09178478,0.00002879354,0.001583495,0.000006605525,0.0000733943,0.0001703427,0.00008601133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.62072,"threshold_uncertainty_score":0.9997142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00254372873531388,"score_gpt":0.1727042661919611,"score_spread":0.1701605374566472,"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."}}