{"id":"W4249874100","doi":"10.1049/el.2020.0305","title":"in brief","year":2020,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wideband; Electrical engineering; Bandwidth (computing); Detector; Computer science; Piezoresistive effect; Antenna (radio); Nonlinear system; Electronic engineering; Physics; Telecommunications; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001296866,0.00005179501,0.00007934486,0.00002002941,0.000113789,0.0000305555,0.0001101663,0.00002183409,0.0000971635],"category_scores_gemma":[0.00009607837,0.00005449523,0.00002941291,0.0002281821,0.00006442808,0.0001448294,0.00001694276,0.0001196368,0.00008273886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005447669,"about_ca_system_score_gemma":0.00007148513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972322,"about_ca_topic_score_gemma":0.001622853,"domain_scores_codex":[0.9992406,0.00005838018,0.00007815062,0.0001121059,0.0001467893,0.0003639926],"domain_scores_gemma":[0.9998171,0.00003661365,0.00001841533,0.00004608693,0.000006799958,0.00007499584],"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":[0.0001033596,0.00009838807,0.04941451,0.00002495676,0.00007492989,0.0001157056,0.377861,0.0001153733,0.01871622,0.1383721,0.4029905,0.01211297],"study_design_scores_gemma":[0.0003757932,0.00006029928,0.003254625,0.000003969733,0.000004841497,3.135151e-7,0.001941753,0.00001273067,0.0004238498,0.0007659253,0.992992,0.0001638342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695196,0.0005904801,0.0001030833,0.309296,0.00006037833,0.00008380439,5.668037e-7,0.00004284695,0.02030321],"genre_scores_gemma":[0.9337312,0.0001215152,0.00003014822,0.06578128,0.0002166943,0.000002997211,4.890169e-7,0.000004682902,0.0001110215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5900016,"threshold_uncertainty_score":0.2222251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232201332464452,"score_gpt":0.2876951380080741,"score_spread":0.2653731246834296,"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."}}