{"id":"W2325169026","doi":"10.1021/cm203085f","title":"Wavelength-Controlled Etching of Silicon Nanocrystals","year":2011,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Etching (microfabrication); Materials science; Photoluminescence; Hydrofluoric acid; Dispersity; Silicon; Aqueous solution; Exciton; Nanocrystal; Photochemistry; Optoelectronics; Nanotechnology; Chemical engineering; Chemistry; Physical chemistry; Polymer chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004953393,0.0001958496,0.0007491785,0.00002396173,0.00003855555,0.00001873099,0.0004325022,0.0001395708,0.009029275],"category_scores_gemma":[0.0002353321,0.0001624871,0.000108195,0.0000649205,0.000190432,0.00009418964,0.00009610604,0.00004054462,0.00001176842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001144719,"about_ca_system_score_gemma":0.00005544735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889269,"about_ca_topic_score_gemma":6.555169e-7,"domain_scores_codex":[0.9984039,0.0000566875,0.0007868028,0.0002787464,0.0002202129,0.0002536263],"domain_scores_gemma":[0.9986539,0.0000795338,0.0006190718,0.0004514606,0.0001240248,0.0000719392],"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":[0.0005249692,0.00005102862,0.00009179284,0.0003992549,0.0000144229,0.000003045314,0.0004293638,3.740819e-7,0.9982821,0.00005642142,0.00005838244,0.000088827],"study_design_scores_gemma":[0.001333941,0.00003338937,0.0004869608,0.00009577337,0.0000292201,0.00001546388,0.00009306531,0.000002946872,0.9973571,0.0003602132,0.00003384432,0.0001581225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965134,0.00009337722,0.000001795887,0.000007725519,0.0003910718,0.0002142089,0.000122764,0.0000350979,0.00262059],"genre_scores_gemma":[0.9993317,0.00001589147,0.0003021335,0.00001558982,0.00008295968,0.0000174799,0.000007740371,0.00001734794,0.0002091292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009017507,"threshold_uncertainty_score":0.9918766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582411665986183,"score_gpt":0.2217276456858716,"score_spread":0.2059035290260098,"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."}}