{"id":"W2763034614","doi":"10.1109/mwsym.2017.8058670","title":"A new time reversal method with extended source locating capability","year":2017,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Robustness (evolution); Computer science; Electromagnetics; Simplicity; Process (computing); Algorithm; Electronic engineering; Engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002867464,0.0001370316,0.000197301,0.00003876886,0.000176469,0.0001656662,0.0002598924,0.00003492751,0.0003419251],"category_scores_gemma":[0.00005232687,0.0001123097,0.00005923698,0.00004833222,0.00003235663,0.0001180648,0.00004171919,0.0001315477,0.0001491423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003898086,"about_ca_system_score_gemma":0.00001931865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296161,"about_ca_topic_score_gemma":0.0000698078,"domain_scores_codex":[0.9993119,0.00002305317,0.0001323176,0.0002115794,0.0001038011,0.0002173331],"domain_scores_gemma":[0.9990263,0.00003621568,0.0000388586,0.0007672007,0.00002422753,0.000107176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004091033,0.00004911693,0.01006745,0.0002829297,0.0008932328,0.000033195,0.002582144,0.08254524,0.2383524,0.00008781378,0.04851375,0.6165518],"study_design_scores_gemma":[0.0008105491,0.00004122601,0.008846928,0.0001164405,0.0002191413,0.00007794765,0.0001763703,0.9266331,0.05329051,0.0002331932,0.008751024,0.0008035753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03845489,0.00003507016,0.9394556,0.0004103893,0.00003805834,0.00004933052,0.000001016846,0.0004540625,0.02110161],"genre_scores_gemma":[0.7393827,0.000001560754,0.2462853,0.0000433592,0.00008263783,0.000002422732,0.000001941747,0.00003187989,0.01416818],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8440878,"threshold_uncertainty_score":0.4579857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006657265319697156,"score_gpt":0.2346185783391783,"score_spread":0.2279613130194811,"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."}}