{"id":"W2051267955","doi":"10.1117/12.2050488","title":"Recent improvements on mid-IR chalcogenide optical fibers","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"CorActive (Canada)","funders":"","keywords":"Impurity; Materials science; Optical fiber; Attenuation; Fiber; Chalcogenide glass; Chalcogenide; Composite material; Arsenic; Fabrication; Ultimate tensile strength; Selenide; Analytical Chemistry (journal); Optics; Optoelectronics; Selenium; Metallurgy; Chemistry","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":[0.001028074,0.0004299439,0.0005429351,0.0001005396,0.0001308471,0.0002025304,0.001153372,0.0002275354,0.0001051306],"category_scores_gemma":[0.0007463958,0.0003432212,0.0005337842,0.0002167688,0.0002675528,0.0004126895,0.0002660461,0.0002246566,0.00001929235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907817,"about_ca_system_score_gemma":0.00002989714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000944788,"about_ca_topic_score_gemma":2.627123e-7,"domain_scores_codex":[0.996955,3.913109e-8,0.000827716,0.0006024796,0.0009730242,0.0006417167],"domain_scores_gemma":[0.9978932,0.0001689761,0.0004463086,0.0001054419,0.001164098,0.0002219763],"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":[0.000181146,0.0001773249,0.00004486655,0.0002575891,0.000137842,1.107787e-7,0.0001147086,0.00003685551,0.8332842,0.1627019,0.00194248,0.001121034],"study_design_scores_gemma":[0.001163349,0.0006239801,0.0001798472,0.0002362617,0.0001103119,0.000009727714,0.0004488861,0.002994938,0.9832492,0.001763897,0.008837574,0.0003820159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921045,0.00006654178,0.00001937881,0.002872297,0.0008105864,0.0005680444,0.00009233708,0.0001229761,0.00334335],"genre_scores_gemma":[0.9515597,0.0002566435,0.04564932,0.0006027242,0.001260052,0.0002969461,0.00001896567,0.0001163305,0.0002392705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160938,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738645805482509,"score_gpt":0.2414508985587818,"score_spread":0.2240644405039567,"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."}}