{"id":"W4296692194","doi":"10.1364/up.2022.tu2b.4","title":"Guiding of Laser Pulses at the Theoretical Limit – 97% Throughput Hollow-Core Fibers – with subsequent compression to 1.3 cycles","year":2022,"lang":"en","type":"article","venue":"The International Conference on Ultrafast Phenomena (UP) 2022","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Core (optical fiber); Materials science; Compression (physics); Laser; Throughput; Fiber laser; Multi-core processor; Fiber; Transmission (telecommunications); Limit (mathematics); Optical fiber; Optics; Optoelectronics; Computer science; Telecommunications; Composite material; Physics; Parallel computing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002869835,0.0002270036,0.0002023058,0.00007138845,0.0003042718,0.00005831336,0.0009438,0.00002694726,0.003522097],"category_scores_gemma":[0.00002476581,0.0001390655,0.0000820448,0.0001931935,0.0002294031,0.00006997134,0.0004051796,0.0003071022,0.00003193481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914317,"about_ca_system_score_gemma":0.00005088598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001808212,"about_ca_topic_score_gemma":0.00003725901,"domain_scores_codex":[0.9983177,0.0000546752,0.0002920292,0.0002638478,0.0007905868,0.0002811883],"domain_scores_gemma":[0.9991182,0.0002356889,0.00008418721,0.0003951275,0.00008948281,0.00007733444],"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":[0.001430486,0.00021485,0.0002720266,0.00004541463,0.0005342218,0.00002396151,0.01201058,0.4700677,0.2352996,0.2729723,0.004314968,0.002813848],"study_design_scores_gemma":[0.005491409,0.002626222,0.002030928,0.0007572612,0.0003330852,0.0002520448,0.04566199,0.5892124,0.2436846,0.02232298,0.08479497,0.002832107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690153,0.0000526368,0.0001625374,0.002061449,0.0008412508,0.00037154,0.0003992936,0.0001365045,0.0269595],"genre_scores_gemma":[0.9977421,0.00005976353,0.00004255458,0.0003642742,0.00007913211,0.0001478324,0.00009307302,0.00003658584,0.001434696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2506493,"threshold_uncertainty_score":0.9973888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142304672142624,"score_gpt":0.2549570284188382,"score_spread":0.203533981697412,"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."}}