{"id":"W3089476591","doi":"10.1364/osac.406247","title":"Control and enhancement of photo-induced refractive index modifications in fused silica","year":2020,"lang":"en","type":"article","venue":"OSA Continuum","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada); Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Optics; Refractive index; Femtosecond; Materials science; Wavelength; Inscribed figure; Laser; Beam (structure); Optoelectronics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007312017,0.00009229921,0.0001979099,0.00004109785,0.00001312998,0.00001946849,0.00008713773,0.00005872749,0.00002559524],"category_scores_gemma":[0.00005159053,0.00009558016,0.00001484779,0.0001069181,0.00002159755,0.00009785996,0.00001915029,0.00009195897,0.000003924185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415222,"about_ca_system_score_gemma":0.00001355413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004963147,"about_ca_topic_score_gemma":0.00002445084,"domain_scores_codex":[0.9994417,0.00001963853,0.000219471,0.0001339322,0.00007052771,0.0001146615],"domain_scores_gemma":[0.9997236,0.00003017372,0.00005025136,0.0001163716,0.00003559464,0.00004396828],"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":[0.00003084169,0.00001646568,0.0002079588,0.00005373699,0.00001199623,0.000001160291,0.0003954972,0.000003753016,0.9980722,0.00004228205,0.0002399172,0.0009241655],"study_design_scores_gemma":[0.0006604455,0.00004602342,0.002306462,0.00003771814,0.000008468422,2.633389e-7,0.00003436946,0.003113181,0.9928366,0.0002136742,0.0006368095,0.000105984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913777,0.00004083603,0.005778316,0.0003448946,0.00004182382,0.0002678444,0.00001328493,0.0001926414,0.001942633],"genre_scores_gemma":[0.9992118,0.000009804123,0.0005656991,0.00009104328,0.00002442105,0.00006627753,0.000003063773,0.00001607304,0.00001175376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007834138,"threshold_uncertainty_score":0.3897646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296727739324667,"score_gpt":0.224881449334641,"score_spread":0.2119141719413943,"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."}}