{"id":"W4300330118","doi":"","title":"An Impulsive Noise Resistant Physical layer for Smart Grid Communications","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Physical layer; Computer science; Smart grid; Noise (video); Layer (electronics); Grid; Computer network; Telecommunications; Wireless; Electrical engineering; Engineering; Materials science; Geography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001896812,0.000254311,0.0002875839,0.000107112,0.001495859,0.0005007579,0.003366006,0.0001080547,0.00002663857],"category_scores_gemma":[0.0007844947,0.000273753,0.0001818331,0.0001452625,0.0003613244,0.0005081453,0.0005460936,0.0003201146,0.00004260338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008270874,"about_ca_system_score_gemma":0.00007635025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003886817,"about_ca_topic_score_gemma":0.002317445,"domain_scores_codex":[0.9977895,0.0009304117,0.000366842,0.00035171,0.0001952149,0.0003663082],"domain_scores_gemma":[0.9897161,0.0009969696,0.0002145604,0.007718184,0.001127607,0.0002266456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001142464,0.003861242,0.005212705,0.000329558,0.0004324972,0.000005711363,0.02250297,0.0004859135,0.2583915,0.5522427,0.01602004,0.1404009],"study_design_scores_gemma":[0.002476307,0.000005123537,0.03759675,0.0008552739,0.0001667966,0.0000109082,0.0004147234,0.5073895,0.1342314,0.009924527,0.3055598,0.00136893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.596304,0.002679296,0.1795086,0.02529042,0.0007325241,0.00189466,0.0008959493,0.001704068,0.1909904],"genre_scores_gemma":[0.9530978,0.0005408922,0.04441959,0.00004907955,0.00005229143,0.0002088212,0.0004047881,0.00006963157,0.001157089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5423182,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822056485476413,"score_gpt":0.2629520918934419,"score_spread":0.2447315270386778,"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."}}