{"id":"W4308437637","doi":"10.1364/ol.478386","title":"Ultrafast laser writing of arbitrary long low-loss waveguides in optical fibers","year":2022,"lang":"en","type":"article","venue":"Optics Letters","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Horizon 2020 Framework Programme; Canada First Research Excellence Fund; Agence Nationale de la Recherche; Canada Foundation for Innovation","keywords":"Optics; Femtosecond; Fabrication; Materials science; Laser; Refractive index; Optical fiber; Ultrashort pulse; Optoelectronics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002459882,0.0001482844,0.0002008195,0.0001364373,0.00005210128,0.00003877445,0.0002470429,0.00004358489,0.00005657918],"category_scores_gemma":[0.0000208965,0.0001749628,0.00004709813,0.0002115421,0.00007888993,0.0001397711,0.0001032995,0.0002955408,0.000003322175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114757,"about_ca_system_score_gemma":0.00001471461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102886,"about_ca_topic_score_gemma":0.000001689798,"domain_scores_codex":[0.9989228,0.00002754177,0.0003601722,0.0001677744,0.0002234268,0.0002983268],"domain_scores_gemma":[0.9996343,0.00006581938,0.00003999283,0.0002009335,0.00001365741,0.00004532621],"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":[0.00005148044,0.0001289391,0.004285011,0.001003662,0.00006418892,0.000654749,0.0009497191,0.2320584,0.7578835,0.0007358693,0.001300052,0.0008844402],"study_design_scores_gemma":[0.000557582,0.0000592789,0.002398127,0.000235021,0.00002379624,0.00006083837,0.0002175765,0.03231612,0.9630458,0.0003712655,0.0001477892,0.0005668315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959477,0.00001364358,0.00138006,0.0004395958,0.0001883063,0.0001055869,0.00001798327,0.0003015737,0.001605538],"genre_scores_gemma":[0.9863901,0.000007526009,0.01301847,0.0004129642,0.00005894737,0.00003038811,0.00001879539,0.00005346868,0.00000934619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051623,"threshold_uncertainty_score":0.7134777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005366362452872303,"score_gpt":0.1974547332599612,"score_spread":0.1920883708070888,"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."}}