{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494356,0.0001508721,0.0001332965,0.0001206024,0.0001593715,0.0002663961,0.000211493,0.0003241338,0.002896405],"category_scores_gemma":[0.0001546393,0.0001110174,0.0001873955,0.0001056184,0.000206443,0.0002256419,0.0001619088,0.0002577527,0.0003086304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567702,"about_ca_system_score_gemma":0.0001284803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004830993,"about_ca_topic_score_gemma":0.0008748681,"domain_scores_codex":[0.9999098,0.000009496644,0.000003678733,0.00002323041,0.00002224677,0.00003156887],"domain_scores_gemma":[0.9999346,0.00002973766,0.000007661642,0.00001070052,0.00001036931,0.000006988656],"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":[0.0001104682,0.00001851924,0.0001283069,0.00004056714,0.000006206535,0.00005498467,0.00004585134,0.000191165,0.9968107,0.0007541674,0.0001259674,0.001713043],"study_design_scores_gemma":[0.000006345713,0.00003817921,0.0007095451,0.000002696236,0.000002623465,0.0000358889,0.00002028932,0.0009717078,0.9973375,0.00007009987,0.0008027055,0.000002510514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921275,0.000674532,0.00159814,0.0001142679,0.00003619882,0.000008264759,0.00006694676,0.00003195903,0.005342055],"genre_scores_gemma":[0.9961205,0.0001882696,0.0003529055,0.00002596008,0.000003191122,0.000003831151,0.00005683614,0.00000753163,0.003240805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002896405,"threshold_uncertainty_score":0.009689391,"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."}}