{"id":"W2428716922","doi":"10.1039/c6tc01876a","title":"Near-infrared wavelength-dependent nonlinear transmittance tailoring in glass ceramics containing Er<sup>3+</sup>:LaF<sub>3</sub>nanocrystals","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Glass properties and applications","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"National Natural Science Foundation of China","keywords":"Materials science; Germanate; Nanocrystal; Transmittance; Wavelength; Ceramic; Infrared; Excitation; Near-infrared spectroscopy; Optoelectronics; Optical materials; Optics; Nanotechnology; Composite material; Doping; 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":[],"consensus_categories":[],"category_scores_codex":[0.001169525,0.0003277268,0.0006803643,0.0000475639,0.000157653,0.0003020479,0.000640487,0.0002080816,0.000463929],"category_scores_gemma":[0.0002093203,0.0002357984,0.0001538697,0.0001270065,0.0001555512,0.0005129998,0.0001116581,0.0002020912,0.00006076702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784395,"about_ca_system_score_gemma":0.0002584811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001293057,"about_ca_topic_score_gemma":0.000002224034,"domain_scores_codex":[0.9969835,0.00009620033,0.00141826,0.0003827412,0.0005270192,0.0005923169],"domain_scores_gemma":[0.998192,0.0001396364,0.0007760885,0.0004051136,0.0002783433,0.0002087945],"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":[0.000334964,0.00009701389,0.00008986326,0.0001260886,0.00002221436,0.00005873938,0.0003415373,0.0003044408,0.9973516,0.00001710804,0.0001117127,0.001144645],"study_design_scores_gemma":[0.001718835,0.00007692302,0.0001135251,0.0005132995,0.00003167327,0.0002266917,0.0003383145,0.0001726647,0.9941878,0.0002191737,0.002079748,0.0003212995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997924,0.0001354985,0.00036156,0.0006850957,0.0002883766,0.0001878069,0.0001604262,0.00004307545,0.0002141943],"genre_scores_gemma":[0.996855,0.0002967022,0.001886016,0.00007514405,0.000619836,0.00002867477,0.000005266234,0.00005214325,0.0001812196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003163821,"threshold_uncertainty_score":0.9615582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264159350892573,"score_gpt":0.2199270024748856,"score_spread":0.2072854089659599,"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."}}