{"id":"W4250720254","doi":"10.1109/mmm.2008.929554","title":"Space mapping","year":2008,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Danmarks Tekniske Universitet; McMaster University","keywords":"Space mapping; Robustness (evolution); Computer science; Space (punctuation); Microwave engineering; Filter (signal processing); Microwave; Microstrip; Electronic engineering; Topology (electrical circuits); Algorithm; Engineering; Telecommunications; Computer vision; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006932618,0.001172219,0.0007314807,0.0008152071,0.000739097,0.00215035,0.001319005,0.0008898324,0.02214112],"category_scores_gemma":[0.002701884,0.0003502688,0.0008690266,0.0009346143,0.0009760332,0.002895036,0.002304683,0.001168043,0.007563216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006113237,"about_ca_system_score_gemma":0.0007639898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008252292,"about_ca_topic_score_gemma":0.0006226309,"domain_scores_codex":[0.9990923,0.0001955799,0.00004734899,0.0002143474,0.0003871268,0.00006325254],"domain_scores_gemma":[0.999314,0.0002074609,0.00004618751,0.0002316452,0.0001711728,0.00002950092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001216221,0.00005936592,0.0007279399,0.0003586008,0.00004801165,0.0001876943,0.0002556677,0.1092117,0.01057866,0.4343006,0.01629121,0.4278589],"study_design_scores_gemma":[0.00003294289,0.0001690211,0.0003851982,0.0001337407,0.00003215192,0.0007108289,0.0001943175,0.3582629,0.01578449,0.338879,0.2853566,0.00005886264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002447309,0.00068407,0.9775364,0.0002192761,0.0001696685,0.00005536036,0.0001307542,0.0006557972,0.01810142],"genre_scores_gemma":[0.2060193,0.003987794,0.7422215,0.0007042678,0.0003092639,0.0004624479,0.001379834,0.001281579,0.04363396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02214112,"threshold_uncertainty_score":0.07406944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708804686844796,"score_gpt":0.1962149096616166,"score_spread":0.1791268627931686,"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."}}