{"id":"W2345435616","doi":"10.1039/c6tc01159d","title":"Silicon nanocrystals for the development of sensing platforms","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Nanocrystal; Materials science; Nanotechnology; Silicon; Engineering physics; Optoelectronics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012821,0.0005795687,0.0004476622,0.0003090915,0.0001698705,0.0005321489,0.0004561085,0.0006105502,0.002257288],"category_scores_gemma":[0.0002411178,0.0002365971,0.0004376983,0.000207299,0.0002299689,0.000783454,0.0003949793,0.0008286466,0.001374737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489057,"about_ca_system_score_gemma":0.0004475121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419114,"about_ca_topic_score_gemma":0.001020094,"domain_scores_codex":[0.9998263,0.0000223568,0.0000118082,0.00004161342,0.00007943912,0.00001865022],"domain_scores_gemma":[0.9999171,0.00003315861,0.000008490794,0.000005594375,0.00002886852,0.000006777811],"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":[0.0000931313,0.00009972396,0.0006252137,0.004129428,0.0001266133,0.0004580777,0.0001325504,0.001100069,0.7106102,0.02429674,0.01126792,0.2470603],"study_design_scores_gemma":[0.00002485508,0.0003640121,0.0006372401,0.0002887525,0.0001149266,0.0009027241,0.00009719351,0.004708661,0.6392833,0.003961141,0.3495732,0.0000439364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05604307,0.7913404,0.1070727,0.002945862,0.003513569,0.0003863581,0.0005678972,0.0005944693,0.03753581],"genre_scores_gemma":[0.2313091,0.5947223,0.1383013,0.001979226,0.0009447376,0.0004967059,0.001290964,0.0001489342,0.03080669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002257288,"threshold_uncertainty_score":0.007551372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615540887151802,"score_gpt":0.2435355801529624,"score_spread":0.2273801712814444,"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."}}