{"id":"W6997091806","doi":"","title":"Towards compact photonic devices in highly nonlinear chalcogenide microwires","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Photonics; Chalcogenide; Chalcogenide glass; Broadband; Optical power; Optical fiber; Fiber Bragg grating; Distributed Bragg reflector","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":[0.0005834978,0.001161782,0.001280693,0.0006465362,0.0003312421,0.0001251387,0.0009696024,0.001080837,0.0001745595],"category_scores_gemma":[0.0001319315,0.001263448,0.0004793408,0.0006815684,0.00005471732,0.0004909516,0.00008685428,0.00208924,0.000385078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009659412,"about_ca_system_score_gemma":0.00007358201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000452767,"about_ca_topic_score_gemma":0.008101367,"domain_scores_codex":[0.9958704,0.0001256018,0.001222229,0.0009458764,0.0006784251,0.001157536],"domain_scores_gemma":[0.9981243,0.0001510946,0.0002899404,0.0008552323,0.0001815817,0.0003978203],"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":[0.0006609045,0.0008004574,0.0002458069,0.006986795,0.001577894,0.0006581556,0.0001520736,0.007301315,0.8150399,0.0135712,0.00006844357,0.1529371],"study_design_scores_gemma":[0.00260882,0.0002735626,0.004243332,0.001982856,0.0004095057,0.0000939182,0.0003666393,0.008257417,0.5478671,0.004100935,0.4256853,0.004110523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066651,0.001192188,1.484947e-7,0.000007803072,0.001664052,0.0005976765,0.001306997,0.00062078,0.08794522],"genre_scores_gemma":[0.994799,0.0008582413,0.0005703468,0.0001217242,0.00009386299,0.00007541109,0.001716304,0.0003967257,0.001368378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256169,"threshold_uncertainty_score":0.9989815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125812702656023,"score_gpt":0.223898054872332,"score_spread":0.2126399278457718,"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."}}