{"id":"W4398547160","doi":"10.1109/iceeict62016.2024.10534440","title":"Gas Detection Utilizing Soliton Effect Pulse Compression in a Hollow Core Photonic Crystal Fiber","year":2024,"lang":"en","type":"article","venue":"","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Photonic-crystal fiber; Materials science; Pulse compression; Pulse (music); Core (optical fiber); Fiber; Power (physics); Photonic crystal; Optics; Photonics; Optoelectronics; Computer science; Telecommunications; Physics","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":[0.0001617763,0.0002130333,0.0002081354,0.0001669328,0.00004131214,0.00008405609,0.00009067875,0.0001356086,0.0003630909],"category_scores_gemma":[0.000009857149,0.0001811167,0.0001033983,0.0003262673,0.00002304212,0.000177165,0.00004962114,0.0003820439,0.0001070797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178494,"about_ca_system_score_gemma":0.00001440303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004730438,"about_ca_topic_score_gemma":0.0001470805,"domain_scores_codex":[0.9989985,0.0000179316,0.0002288653,0.0002477017,0.0001553841,0.0003515844],"domain_scores_gemma":[0.9996181,0.00009948271,0.00000960183,0.0001846903,0.000009402786,0.00007873754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005714972,0.00002954826,0.0001133777,0.0007558047,0.00004742239,0.0001546409,0.0005148723,0.006735602,0.944947,0.00005744715,0.0003227635,0.04626439],"study_design_scores_gemma":[0.0004437798,0.0001132688,0.0003368137,0.0003662531,0.00002195594,0.00007272266,0.0000643204,0.8410114,0.1472886,0.0001950833,0.009786466,0.0002993546],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779665,0.001001654,0.0005456916,0.000008008666,0.0007066921,0.0002889953,0.000008209263,0.0007977933,0.01867639],"genre_scores_gemma":[0.9991754,0.00007524896,0.0001087924,0.000008384535,0.00006154313,0.00004356461,0.00001180671,0.0000497343,0.0004655702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8342758,"threshold_uncertainty_score":0.7385725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196810534678808,"score_gpt":0.2347136356494082,"score_spread":0.2227455303026201,"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."}}