{"id":"W2074347740","doi":"10.1063/1.4898643","title":"Near-infrared emission from mesoporous crystalline germanium","year":2014,"lang":"en","type":"article","venue":"AIP Advances","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Germanium; Crystallite; Materials science; Mesoporous material; Photoluminescence; Wafer; Isotropic etching; Etching (microfabrication); Band gap; Nanostructure; Quantum dot; Optoelectronics; Nanotechnology; Analytical Chemistry (journal); Silicon; Chemistry; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000131136,0.000160987,0.0002140214,0.00001797791,0.0001760041,0.0001057568,0.0003383498,0.00007023341,0.001353296],"category_scores_gemma":[0.00005723443,0.0001276378,0.00004598732,0.00009526789,0.0001169432,0.0003118754,0.00007367697,0.0000789061,0.000129567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622047,"about_ca_system_score_gemma":0.00002925365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815945,"about_ca_topic_score_gemma":0.00001961049,"domain_scores_codex":[0.9988135,0.00006094413,0.0002384481,0.000372309,0.0002461553,0.000268624],"domain_scores_gemma":[0.9991944,0.0001408126,0.0001307132,0.0003637508,0.00005211614,0.0001182047],"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":[0.00005052679,0.00001738479,0.002450921,0.00001430087,0.000002084168,0.000005812953,0.0001562639,0.00006428691,0.9904478,0.0001607868,0.001577538,0.005052336],"study_design_scores_gemma":[0.0003620802,0.00007391841,0.003958906,0.00003599633,0.000009879705,0.000007812385,0.00003039112,0.001263614,0.6336165,0.004486879,0.3559174,0.0002366329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992774,0.002107524,0.001045469,0.0001381933,0.0007162234,0.0001167949,0.0000340208,0.0001448073,0.002922992],"genre_scores_gemma":[0.9955418,0.0001149547,0.002662107,0.0007439657,0.0003433264,0.000008800861,0.00002832993,0.00001748078,0.0005392939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568313,"threshold_uncertainty_score":0.9995596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005809894404527989,"score_gpt":0.2331103610114647,"score_spread":0.2273004666069367,"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."}}