{"id":"W2053961079","doi":"10.1063/1.1315616","title":"Ion-implantation-induced densification in silica-based glass for fabrication of optical fiber gratings","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Université de Montréal; Polytechnique Montréal","keywords":"Materials science; Fabrication; Refractive index; Optical fiber; Core (optical fiber); Optoelectronics; All-silica fiber; Fiber; Ion implantation; Optics; Diffraction grating; Grating; Graded-index fiber; Hard-clad silica optical fiber; Ion; Photonic-crystal fiber; Composite material; Fiber optic sensor; Chemistry","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":[0.000108717,0.0001085743,0.0002261122,0.00006463776,0.00001897054,0.000009327508,0.00009423574,0.00006576411,0.00001459551],"category_scores_gemma":[0.00002098219,0.0001104737,0.00006594883,0.0002254636,0.00002004282,0.0001012935,0.00000218084,0.0001512308,0.000008972283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000799588,"about_ca_system_score_gemma":0.00003086439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.6036e-7,"about_ca_topic_score_gemma":7.51132e-7,"domain_scores_codex":[0.9991013,0.000006097904,0.0004895416,0.00008818606,0.0001823817,0.0001324841],"domain_scores_gemma":[0.99927,0.0002348156,0.000178892,0.0001267925,0.0001449004,0.00004460058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001145892,0.0000578856,0.00002315641,0.00004315291,0.00001494199,5.121217e-7,0.0002730643,0.6886209,0.2718008,0.00091073,0.00006249471,0.03807779],"study_design_scores_gemma":[0.001864333,0.0001086674,0.002708252,0.00006799597,0.00005819905,0.000007072469,0.0001454918,0.2283257,0.7612745,0.004727947,0.0004706316,0.0002412],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671904,0.000007479789,0.03136753,0.00002308929,0.00005909356,0.0002165345,0.000005223794,0.00002047275,0.001110108],"genre_scores_gemma":[0.9664441,0.000006169345,0.03331283,0.00002298021,0.0001525321,0.00001473103,0.00001235935,0.00002611268,0.000008152518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894737,"threshold_uncertainty_score":0.4504985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424532845500909,"score_gpt":0.2433226112239483,"score_spread":0.2290772827689392,"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."}}