{"id":"W1825226282","doi":"10.1007/978-1-4020-8903-9_30","title":"Thermal Stability and Optical Activity of Erbium Doped Chalcogenide Glasses for Photonics","year":2009,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. B, Physics and biophysics","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Differential scanning calorimetry; Chalcogenide; Materials science; Glass transition; Chalcogenide glass; Thermal stability; Crystallization; Doping; Photoluminescence; Photonics; Erbium; Optoelectronics; Optics; Analytical Chemistry (journal); Chemical engineering; Composite material; Thermodynamics; Polymer; Chemistry; Physics","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":[0.0007721342,0.0005477836,0.0009111357,0.0000644077,0.0005635605,0.0003232278,0.0003488832,0.0002804009,0.00001350609],"category_scores_gemma":[0.00004728864,0.0004763451,0.0001773852,0.0001003368,0.002117124,0.00079382,0.0003191431,0.0001838751,9.432968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005042529,"about_ca_system_score_gemma":0.0002929703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003274493,"about_ca_topic_score_gemma":0.00003416855,"domain_scores_codex":[0.9974467,0.00001823038,0.0004029049,0.001042119,0.0004975005,0.0005926052],"domain_scores_gemma":[0.9982628,0.0001530007,0.0004123361,0.0004241514,0.0004930539,0.0002546552],"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":[0.0003980656,0.0001311131,0.000004325428,0.000573315,0.00002068812,0.000001323211,0.0007182966,5.459883e-7,0.886949,0.1043285,0.00001510205,0.006859698],"study_design_scores_gemma":[0.0006464978,0.0008958968,0.00003131899,0.00009523262,0.0001396874,0.000006341562,0.0001079194,0.0005648045,0.9045744,0.08978856,0.00254986,0.000599493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934916,0.0006792102,0.000135638,0.0001704076,0.0002744308,0.001135322,0.002043281,0.00004330601,0.002026771],"genre_scores_gemma":[0.9972335,0.0009520191,0.0008953919,0.00006955935,0.000309974,0.0000467511,0.00004097964,0.00004159125,0.0004103075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762538,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133086448478098,"score_gpt":0.2649434799551983,"score_spread":0.2336126154704173,"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."}}