{"id":"W4401467305","doi":"10.1364/optcon.517917","title":"Techno-economic evaluation of mode division multiplexing in subsea transmission systems","year":2024,"lang":"en","type":"article","venue":"Optics Continuum","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Subsea; Mode (computer interface); Division (mathematics); Transmission (telecommunications); Telecommunications; Multiplexing; Time-division multiplexing; Transmission system; Computer science; Engineering; Marine engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004095314,0.0001197727,0.000172895,0.0002776403,0.00001085632,0.00003906748,0.0001137423,0.0001386298,0.000004808903],"category_scores_gemma":[0.0000265232,0.0001184631,0.00004195288,0.0001505905,0.00001738113,0.00009952245,0.00001606702,0.0001766632,0.000009081787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322835,"about_ca_system_score_gemma":0.00001748647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002736528,"about_ca_topic_score_gemma":0.00001418203,"domain_scores_codex":[0.9992657,0.00001019302,0.0002670224,0.0001429251,0.0001517765,0.000162427],"domain_scores_gemma":[0.9997106,0.00005354136,0.00001414688,0.0001759521,0.00002540931,0.00002032369],"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":[0.000001169775,0.000006202843,0.0001428179,0.0002296812,0.00001785335,0.000002595476,0.0001153304,0.9146962,0.03643182,0.001402126,0.00004974147,0.04690449],"study_design_scores_gemma":[0.0001813811,0.00001371291,0.0002517937,0.000452478,0.00001490456,0.000001528036,0.00006599947,0.9687891,0.02925628,0.0003177224,0.0005335031,0.0001215844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131374,0.005695825,0.07711966,0.00002605896,0.0008517223,0.0002762958,0.00001391168,0.001047744,0.001831377],"genre_scores_gemma":[0.9979597,0.0001529793,0.001755184,1.721134e-7,0.00002667949,0.00003087255,0.000009238946,0.00003239441,0.0000327491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08482233,"threshold_uncertainty_score":0.4830784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422629372705012,"score_gpt":0.2524876928897652,"score_spread":0.2382613991627151,"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."}}