{"id":"W3092467025","doi":"10.1364/iprsn.2020.ith2b.4","title":"Spatial Light Shaping of Uniform Femtosecond Laser Sheets for Fabricating Fiber Bragg Gratings","year":2020,"lang":"en","type":"article","venue":"OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Fiber Bragg grating; Materials science; Femtosecond; PHOSFOS; Optics; Core (optical fiber); Laser; Fiber laser; Optoelectronics; Optical fiber; Grating; Photonic-crystal fiber; Plastic optical fiber; Fiber optic sensor; Wavelength; 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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003888056,0.001462228,0.001953323,0.0002092154,0.0004517252,0.0002069417,0.001323631,0.0006657117,0.0008811949],"category_scores_gemma":[0.0004746098,0.001654737,0.0006360253,0.001169408,0.0002635168,0.001029321,0.0004579101,0.00145004,0.00008922834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829699,"about_ca_system_score_gemma":0.000131019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002821643,"about_ca_topic_score_gemma":0.0001131524,"domain_scores_codex":[0.9933239,0.0001018945,0.00217132,0.001670935,0.0007194581,0.002012537],"domain_scores_gemma":[0.9951521,0.001171802,0.001005963,0.001350833,0.0004815641,0.0008377185],"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":[0.0006069989,0.00011931,0.0003709889,0.0008980561,0.0005563881,0.00009645295,0.001508117,0.952556,0.01467149,0.0003500108,0.004381519,0.02388474],"study_design_scores_gemma":[0.004602689,0.0003463165,0.00007878734,0.0004943944,0.0002200111,0.00004770371,0.0004569747,0.887544,0.05181739,0.0003583638,0.05202705,0.002006327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6509436,0.01291998,0.2823353,0.002302119,0.0106865,0.01166926,0.001804321,0.00503805,0.02230085],"genre_scores_gemma":[0.8709512,0.0009116921,0.1229472,0.001172478,0.0009816269,0.0007104636,0.0005837569,0.0008990496,0.000842454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200076,"threshold_uncertainty_score":0.9998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326069316693895,"score_gpt":0.2280517110452256,"score_spread":0.2147910178782867,"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."}}