{"id":"W7095414751","doi":"","title":"Radiometric Identification of Long Term Evolution Transmitters","year":2013,"lang":"en","type":"article","venue":"","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Support vector machine; Weighting; Identification (biology); Term (time); Pattern recognition (psychology); Feature (linguistics); Software; Feature extraction; Bin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117569,0.0002219954,0.000214362,0.0005968229,0.000187464,0.0005101329,0.000376526,0.0003001991,0.001179469],"category_scores_gemma":[0.0009617735,0.00009410264,0.000112316,0.0004771745,0.0001242814,0.0004044379,0.0002787723,0.0002746279,0.000801044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883781,"about_ca_system_score_gemma":0.00021236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288898,"about_ca_topic_score_gemma":0.004235618,"domain_scores_codex":[0.9998015,0.00002364819,0.000008026786,0.00004564925,0.00008998009,0.0000312389],"domain_scores_gemma":[0.9997016,0.00006384374,0.00005519528,0.00004430288,0.0001197569,0.0000153313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005429303,0.0001145235,0.1195296,0.0001281421,0.00007229466,0.0002922213,0.0003141997,0.01817796,0.3912511,0.001596072,0.00175148,0.4662294],"study_design_scores_gemma":[0.0000282464,0.0006331619,0.4163999,0.00005986936,0.00009722241,0.001580553,0.0005112104,0.2587782,0.3092165,0.001061771,0.01158097,0.00005228282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194054,0.0004399509,0.07261155,0.00007727341,0.00004367351,0.00003205245,0.0002505536,0.000426406,0.006713259],"genre_scores_gemma":[0.9824279,0.000141774,0.01407915,0.00001999478,0.00001285549,0.00001013661,0.0002733485,0.00002667226,0.003008132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002288898,"threshold_uncertainty_score":0.004551113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486356350127597,"score_gpt":0.2301490859986983,"score_spread":0.2152855224974223,"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."}}