{"id":"W1981823464","doi":"10.1016/j.jlumin.2011.02.006","title":"Photoactivation of silicon quantum dots","year":2011,"lang":"en","type":"article","venue":"Journal of Luminescence","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum dot; Silicon; Chemistry; Nanotechnology; Optoelectronics; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004354309,0.0001391904,0.0003338068,0.0001372121,0.00004295216,0.00001672001,0.0004785182,0.00007696509,0.0007581515],"category_scores_gemma":[0.0002590865,0.0001073437,0.0001188267,0.0002559672,0.000165188,0.0004372087,0.00004043449,0.0001323871,0.00001192101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002527388,"about_ca_system_score_gemma":0.0001097674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488525,"about_ca_topic_score_gemma":0.000003976848,"domain_scores_codex":[0.9984711,0.0000581084,0.000717499,0.0001509754,0.0004000588,0.0002022522],"domain_scores_gemma":[0.9980824,0.00007148442,0.001021219,0.0002487379,0.0004699712,0.0001061907],"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":[0.0002063746,0.00008841516,0.01404015,0.00003981301,0.00000606052,0.00001899656,0.0006886935,0.00000171581,0.9838973,0.0004036586,0.0002525231,0.0003563257],"study_design_scores_gemma":[0.0003410608,0.0002770325,0.06010247,0.000115219,0.00001994853,0.0001965305,0.0001365876,0.00004883273,0.9381167,0.0003678843,0.0001665976,0.0001111188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981317,0.0001762004,0.0001310547,0.0000297304,0.001001349,0.00009316491,0.000005983091,0.00001033441,0.0004204811],"genre_scores_gemma":[0.999028,0.00003943355,0.0006885845,0.00005866119,0.0001297164,0.000001253066,4.046745e-7,0.00001081312,0.00004309731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606232,"threshold_uncertainty_score":0.8301226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867038160352832,"score_gpt":0.2362822664021048,"score_spread":0.2076118847985765,"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."}}