{"id":"W2080714782","doi":"10.1063/1.2056578","title":"Waveguide array-grating compressors","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Grating; Pulse compression; Optics; Waveguide; Materials science; Diffraction grating; Nonlinear system; Compression (physics); Gas compressor; Optoelectronics; Physics; Computer science; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003824742,0.0002408227,0.0002182441,0.00002950274,0.0001524577,0.00004456774,0.000309274,0.00003269318,0.00005751512],"category_scores_gemma":[0.000001091708,0.000246073,0.00008777131,0.0001745324,0.0001176319,0.0001700049,0.00008137472,0.0003014398,0.0001692669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322979,"about_ca_system_score_gemma":0.000008994321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551174,"about_ca_topic_score_gemma":6.211725e-7,"domain_scores_codex":[0.9988714,0.000008551227,0.0002193401,0.000334704,0.0001676811,0.0003982511],"domain_scores_gemma":[0.9993036,0.00005916951,0.0001315924,0.0004398159,0.00001694343,0.00004890234],"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":[0.000005754221,0.00006637472,0.0008482864,0.00000519847,0.00006579667,5.098767e-7,0.000315112,0.01441369,0.7862375,0.1210661,0.003321238,0.0736544],"study_design_scores_gemma":[0.0005897627,0.000007175998,0.0001256946,0.00001317668,0.00002717199,2.680625e-7,0.0003392317,0.0004968367,0.9638648,0.01102283,0.02299268,0.0005203644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6609891,0.000009326758,0.2906916,0.001530597,0.00007360998,0.0002702219,0.00003013002,0.0004185802,0.04598684],"genre_scores_gemma":[0.9715429,3.78904e-7,0.02626359,0.001224157,0.0007432409,0.00007976346,0.00004457558,0.00004156986,0.00005985639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105538,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032200598112412,"score_gpt":0.2281366740950728,"score_spread":0.2178146681139487,"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."}}