{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8cfd3982864b","filters":{"venue":"Acta Physica Hungarica B) Quantum Electronics"}},"results":[{"id":"W1985024221","doi":"10.1556/aph.23.2005.3-4.7","title":"Soliton Propagation of Microwave Modulated Signal through Single-Mode Optical Fiber","year":2005,"lang":"en","type":"article","venue":"Acta Physica Hungarica B) Quantum Electronics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Chirp; Optics; Dispersion (optics); SIGNAL (programming language); Physics; Dispersion-shifted fiber; Single-mode optical fiber; Modulation (music); Soliton; Optical fiber; Self-phase modulation; Transmission (telecommunications); Microwave; Fiber; Materials science; Fiber optic sensor; Nonlinear optics; Telecommunications; Acoustics; Nonlinear system; Laser","authors":[{"name":"Zoltán Várallyay","is_ca":false},{"name":"I. Frigyes","is_ca":false},{"name":"Otto Schwelb","is_ca":true},{"name":"Eszter Udvary","is_ca":false},{"name":"László Jakab","is_ca":false},{"name":"Péter Richter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377842728510502,"gpt":0.2468975024650989,"spread":0.2331190751799938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001291964,0.0003434045,0.0004845378,0.00007315858,0.0001016803,0.00003806208,0.0005491796,0.0001682166,0.00003914],"category_scores_gemma":[0.00002622898,0.0003679891,0.0001563675,0.0004785421,0.0001062197,0.000471269,0.0001240846,0.0005790018,0.00007052872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660521,"about_ca_system_score_gemma":0.0001124821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001399542,"about_ca_topic_score_gemma":0.00001982838,"domain_scores_codex":[0.9978518,0.00008266099,0.0006598496,0.0003434345,0.0003988193,0.0006633702],"domain_scores_gemma":[0.9984198,0.0002049685,0.0002080694,0.0009123948,0.0001700347,0.00008478153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003553093,0.0002721636,0.000001594586,0.00005825563,0.0001242476,4.709852e-7,0.0006206195,0.04509264,0.9402424,0.006355903,0.0007850364,0.00641116],"study_design_scores_gemma":[0.0003567002,0.000137103,0.00001741855,0.00004055952,0.00004244311,0.000009052261,0.00002804285,0.4480917,0.5210096,0.001778831,0.02816507,0.0003234362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224846,0.002858198,0.0518279,0.001211264,0.000184705,0.001356982,0.00003662138,0.001191797,0.01884795],"genre_scores_gemma":[0.9944038,0.0001510572,0.004942342,0.00002871212,0.0001393349,0.00005216352,0.00007969044,0.0001052654,0.00009760273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192328,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}