{"id":"W3058241130","doi":"10.1109/pn50013.2020.9167031","title":"Numerical Modeling of CW Raman Amplification in Integrated TeO<sub>2</sub> Waveguides","year":2020,"lang":"en","type":"article","venue":"","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Amplifier; Raman spectroscopy; Physics; Optoelectronics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001309547,0.00008242072,0.0001489564,0.00002910307,0.00003872843,0.00003212229,0.000184314,0.00004240432,0.0001056815],"category_scores_gemma":[0.00007985673,0.00006310906,0.00002937327,0.0002713519,0.00003704971,0.0001031628,0.00004024808,0.00006831747,0.0001466261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002284051,"about_ca_system_score_gemma":0.00003766266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002588219,"about_ca_topic_score_gemma":0.0000124342,"domain_scores_codex":[0.99912,0.00003122978,0.0003475759,0.00023288,0.0001233893,0.0001449473],"domain_scores_gemma":[0.999606,0.00002022655,0.00005919009,0.000163465,0.00008594468,0.00006523895],"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":[0.00001560206,0.00003604743,0.00008738695,0.0000127655,0.000001090879,1.504327e-7,0.0002132956,0.01298163,0.9827718,0.002414764,0.0001882718,0.00127716],"study_design_scores_gemma":[0.00009484002,0.00002272282,0.0001251444,0.00001030257,0.000002603905,4.066005e-7,0.0002905212,0.3760451,0.6228839,0.0002597273,0.0001987936,0.00006596374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136196,0.00002153101,0.08308045,0.002204462,0.00002203765,0.0001609337,0.000005040997,0.00007104014,0.0008149228],"genre_scores_gemma":[0.9957722,0.00001267546,0.003795351,0.0003294451,0.00002331141,0.00003602881,0.00001087131,0.000009639624,0.00001043295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630635,"threshold_uncertainty_score":0.2573513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092473253440222,"score_gpt":0.2435246193391426,"score_spread":0.2025998868047404,"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."}}