{"id":"W2511655599","doi":"10.1021/acsphotonics.6b00485","title":"Photostable Polymer/Si Nanocrystal Bulk Hybrids with Tunable Photoluminescence","year":2016,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet; University of Alberta","keywords":"Photoluminescence; Materials science; Nanocrystal; Quantum yield; Polymer; Luminescence; Hydride; Nanocomposite; Polystyrene; Optoelectronics; Nanotechnology; Photochemistry; Optics; Fluorescence; Chemistry; Composite material","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":[0.0001274167,0.0003530786,0.0002154324,0.0002086168,0.0001585104,0.0002832815,0.0002691649,0.000260418,0.001449369],"category_scores_gemma":[0.000158251,0.0002359605,0.0002171391,0.0002247594,0.0001907751,0.0003203108,0.0001679819,0.0005397288,0.0003782591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395385,"about_ca_system_score_gemma":0.0001851408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000685752,"about_ca_topic_score_gemma":0.002531117,"domain_scores_codex":[0.9998602,0.000007635397,0.000009845514,0.00004745461,0.0000496485,0.00002516371],"domain_scores_gemma":[0.999785,0.00005809334,0.00005126592,0.0000330074,0.00004950814,0.00002316013],"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":[0.00001293019,0.000005632625,0.00002214468,0.00001221487,0.000002237975,0.00001126231,0.000006170526,0.00004411948,0.9995178,0.00003719547,0.00001880307,0.0003094408],"study_design_scores_gemma":[0.000002775887,0.0000207687,0.0002706798,6.435055e-7,0.000003409615,0.00001635965,0.000003461694,0.0003157357,0.9991106,0.000007524378,0.0002465003,0.000001529726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893758,0.0004741116,0.006674695,0.00005290229,0.00002691386,0.00004254744,0.0004514651,0.0002455056,0.002656046],"genre_scores_gemma":[0.9876695,0.0002626693,0.00892954,0.00003288138,0.00001093497,0.00007012526,0.0004336952,0.00009692794,0.002493722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001449369,"threshold_uncertainty_score":0.004848659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00620955655719871,"score_gpt":0.2004960237630527,"score_spread":0.194286467205854,"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."}}