{"id":"W4225339722","doi":"10.1364/ofc.2022.w3f.5","title":"Enabling Router Bypass and Saving Cost using Point-to-Multipoint Transceivers for Traffic Aggregation","year":2022,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference (OFC) 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Computer science; Transceiver; Computer network; Router; Point (geometry); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004390304,0.0002348688,0.0002842347,0.0001768769,0.0005183786,0.0001609642,0.0006218914,0.0001148294,0.0002742361],"category_scores_gemma":[0.0001518685,0.0002758288,0.00008000847,0.0003941638,0.0001379142,0.0002734729,0.0002911664,0.0006230788,0.00001333305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009441,"about_ca_system_score_gemma":0.00003865832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152537,"about_ca_topic_score_gemma":0.00003134995,"domain_scores_codex":[0.9984841,0.00009541553,0.0004032472,0.0003327671,0.0002557951,0.0004287166],"domain_scores_gemma":[0.9984503,0.0005694581,0.0000534551,0.000683709,0.0001083219,0.0001348016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001289182,0.0001559718,0.0001003966,0.0001631037,0.0001562057,0.00000565046,0.00228776,0.579079,0.01540171,0.03949401,0.0005124408,0.3625149],"study_design_scores_gemma":[0.0008636265,0.000133406,0.0001776118,0.0001131503,0.00007751267,0.00002228323,0.002056006,0.9802108,0.001345673,0.0008613032,0.01359,0.0005486407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180781,0.001157561,0.06926739,0.004861442,0.0002913804,0.002590528,0.0001069318,0.001256688,0.002390039],"genre_scores_gemma":[0.931305,0.0001631703,0.06778678,0.0001071784,0.00002305047,0.0004272836,0.00006968507,0.00005082125,0.00006705478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4011318,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0341082111242768,"score_gpt":0.2551757585110778,"score_spread":0.221067547386801,"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."}}