{"id":"W4410189339","doi":"10.1038/s41566-025-01662-9","title":"Optical microcombs for ultrahigh-bandwidth communications","year":2025,"lang":"en","type":"article","venue":"Nature Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Danmarks Grundforskningsfond","keywords":"Bandwidth (computing); Telecommunications; Optical communication; Biophotonics; Optoelectronics; Computer science; Photonics; Physics; Optics","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":[0.00005716522,0.0001280872,0.000161847,0.00005945996,0.0001768446,0.00003081303,0.0006587969,0.000202495,0.00001717246],"category_scores_gemma":[0.00002672334,0.0001191618,0.0001011388,0.0002185672,0.0001244939,0.00006076628,0.0001587272,0.0007189792,0.000005771588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002744813,"about_ca_system_score_gemma":0.00006837874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004815909,"about_ca_topic_score_gemma":0.00000549584,"domain_scores_codex":[0.9993648,0.000008080208,0.0001507741,0.0002021407,0.00005692318,0.0002172826],"domain_scores_gemma":[0.9987563,0.0002512389,0.00004723173,0.000822361,0.00009783695,0.00002503429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002040056,0.0001370977,0.0009068669,0.00001667486,0.00008453237,1.589357e-7,0.00002818288,0.00002228012,0.00792332,0.9678088,0.009977035,0.01307458],"study_design_scores_gemma":[0.0008264017,0.00002789223,0.0001928322,0.00003940803,0.00006206257,3.626824e-7,0.0002252795,0.0009436378,0.2844817,0.1859719,0.5270157,0.0002128543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1004836,0.01189399,0.5772684,0.03120592,0.001971112,0.00539406,0.001344874,0.001867713,0.2685703],"genre_scores_gemma":[0.864716,0.00002342904,0.1336265,0.0003416863,0.00002145456,0.0001900705,0.0001152317,0.00001427309,0.0009513989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.781837,"threshold_uncertainty_score":0.4859277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005474172346215785,"score_gpt":0.3114193049745488,"score_spread":0.3059451326283331,"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."}}