{"id":"W4232886069","doi":"10.1109/mmm.2015.2390954","title":"ICUWB 2015","year":2015,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"InterDigital (Canada); Concordia University; Ericsson (Canada); McGill University; Prompt (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002909027,0.0009796573,0.0006361858,0.00130168,0.001350696,0.003889748,0.001399229,0.001707381,0.1089837],"category_scores_gemma":[0.002412251,0.0003190846,0.0004769072,0.0006919054,0.0005730185,0.001981691,0.003089529,0.002157249,0.07775816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316352,"about_ca_system_score_gemma":0.002991321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005690319,"about_ca_topic_score_gemma":0.00987915,"domain_scores_codex":[0.9987191,0.0002027563,0.00004808986,0.0001800762,0.0006129383,0.0002371298],"domain_scores_gemma":[0.9974141,0.0001205031,0.00005811736,0.0001765681,0.001418169,0.0008124961],"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":[0.0000888263,0.0000695292,0.0003144438,0.0001098597,0.00001002615,0.00008369085,0.00008545015,0.0002917156,0.002915094,0.006693835,0.8774476,0.1118899],"study_design_scores_gemma":[0.000006366177,0.00004426659,0.0007316379,0.00009781434,0.000006200762,0.00007860554,0.0000949226,0.001069961,0.001325005,0.001053706,0.9954771,0.00001448559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0117733,0.02798837,0.1020452,0.02821304,0.06676808,0.0008718389,0.003911587,0.008094167,0.7503343],"genre_scores_gemma":[0.04500345,0.009694945,0.0236273,0.004778996,0.005002646,0.0004285922,0.007190199,0.001251959,0.9030219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8910162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259985930227641,"score_gpt":0.239651557219745,"score_spread":0.2170516979174686,"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."}}