{"id":"W3117596129","doi":"10.3390/app11010086","title":"Simplified Welch Algorithm for Spectrum Monitoring","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Fast Fourier transform; Algorithm; Spectral density; Computer science; Field-programmable gate array; Reduction (mathematics); Mathematics; Computer hardware; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726877,0.001506002,0.001065062,0.00185566,0.0007560625,0.00143259,0.001726114,0.00187517,0.01448642],"category_scores_gemma":[0.0070424,0.0005495439,0.0009854288,0.001824178,0.0007015056,0.001369923,0.001428034,0.001791175,0.008640064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195622,"about_ca_system_score_gemma":0.001559321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300326,"about_ca_topic_score_gemma":0.003405725,"domain_scores_codex":[0.9981202,0.0006441573,0.0001324851,0.0004070423,0.0005658511,0.0001301503],"domain_scores_gemma":[0.9978608,0.001075292,0.0001127824,0.0002636477,0.0006331719,0.00005427588],"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":[0.0005225542,0.0001197104,0.000760078,0.0003566719,0.0001612226,0.0002081314,0.0002041381,0.1722253,0.01275085,0.02699276,0.01404041,0.7716582],"study_design_scores_gemma":[0.00006662746,0.000114461,0.000485141,0.00004449017,0.00002584828,0.0001987437,0.00003929199,0.9552104,0.008746001,0.01672469,0.01828522,0.00005918644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009493781,0.0001764675,0.9968874,0.00005216702,0.00009326563,0.00005910841,0.00008464999,0.0009564204,0.0007412544],"genre_scores_gemma":[0.03743566,0.0003044609,0.9528679,0.0001339602,0.0001295827,0.0005456671,0.0009220677,0.0004910725,0.007169575],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01448642,"threshold_uncertainty_score":0.04846191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05296891979340193,"score_gpt":0.2989038951206919,"score_spread":0.2459349753272899,"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."}}