{"id":"W3013948118","doi":"10.1002/adom.202000150","title":"Monolithic Chalcogenide Optical Nanocomposites Enable Infrared System Innovation: Gradient Refractive Index Optics","year":2020,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"Air Force Research Laboratory; U.S. Department of Defense","keywords":"Materials science; Chalcogenide; Refractive index; Lens (geology); Nanocomposite; Chalcogenide glass; Optics; Planar; Optoelectronics; Infrared; Gradient-index optics; High-refractive-index polymer; Nanotechnology; Computer science; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006580502,0.0006263352,0.001108123,0.0001583044,0.0003333632,0.0005241323,0.0006610571,0.0003402321,0.0006753713],"category_scores_gemma":[0.0006032012,0.0005630159,0.0001092232,0.0006656642,0.0002889382,0.0008213754,0.0004925905,0.0002097151,0.0009113066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157037,"about_ca_system_score_gemma":0.000110404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000139025,"about_ca_topic_score_gemma":0.000001061435,"domain_scores_codex":[0.9955097,0.0002040823,0.001471216,0.001067236,0.000671635,0.00107607],"domain_scores_gemma":[0.9976984,0.0002357194,0.0004849246,0.0006153589,0.0004869723,0.000478619],"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":[0.0007580668,0.0001151146,0.00001292418,0.0003261452,0.00004012926,0.0001240678,0.0002934906,0.000219077,0.913904,0.08386901,0.00006160822,0.0002763726],"study_design_scores_gemma":[0.001281877,0.0004522502,0.0001066903,0.0001820192,0.00007203897,0.00007791282,0.0004691634,0.0002101999,0.9919944,0.003479566,0.00100891,0.0006649669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877217,0.000136075,0.003791786,0.001009549,0.001522256,0.0009630335,0.0003136723,0.0006479907,0.003893918],"genre_scores_gemma":[0.9793379,0.0000374439,0.01801082,0.001007027,0.0009972311,0.0003054912,0.0001110898,0.0001031367,0.00008990238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08038945,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780698206051072,"score_gpt":0.2603577563519891,"score_spread":0.2325507742914784,"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."}}