{"id":"W4401509307","doi":"10.1109/iccworkshops59551.2024.10615558","title":"Technology Overview of P2P FTTR Solutions","year":2024,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nokia (Canada)","funders":"","keywords":"Computer science","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":[0.0004405958,0.0006213301,0.0002111941,0.001188337,0.0005652644,0.00202249,0.0006538169,0.001356751,0.007095919],"category_scores_gemma":[0.0003802878,0.0002764284,0.0002088397,0.00127249,0.000257189,0.003004237,0.0006537374,0.001196618,0.004538371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007875117,"about_ca_system_score_gemma":0.0007235341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375103,"about_ca_topic_score_gemma":0.001102645,"domain_scores_codex":[0.9996568,0.00003015848,0.0000165612,0.0000600854,0.0001826164,0.00005386092],"domain_scores_gemma":[0.9997994,0.00003413644,0.00001855559,0.0000125469,0.0001164565,0.00001885148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001303373,0.0001535089,0.0007822436,0.001107274,0.00002367049,0.0007389275,0.0002688379,0.004160931,0.04664832,0.1492427,0.06746552,0.7292777],"study_design_scores_gemma":[0.00001242966,0.0003177221,0.0007777621,0.0003473894,0.00002434131,0.00151735,0.0001629507,0.01135353,0.0146971,0.01570831,0.9550372,0.0000437964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02868283,0.182448,0.2883193,0.0126222,0.003137582,0.0006071625,0.0009837598,0.003827181,0.4793721],"genre_scores_gemma":[0.2681441,0.3138961,0.1884813,0.004957736,0.003702734,0.00064828,0.002201749,0.0004699382,0.2174979],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007095919,"threshold_uncertainty_score":0.02373827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500622094426637,"score_gpt":0.2702262524891234,"score_spread":0.235220031544857,"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."}}