{"id":"W1992970992","doi":"10.1063/1.2174096","title":"Photoluminescent silicon nanocrystals synthesized by reactive laser ablation","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Photoluminescence; Nanocrystal; Materials science; Laser ablation; Annealing (glass); Oxygen; Silicon; Analytical Chemistry (journal); Laser; Nanoparticle; Optoelectronics; Nanotechnology; Optics; Chemistry; Composite material; Organic 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001105397,0.0003032297,0.0003197787,0.00003184008,0.0001674353,0.0001192534,0.0002798234,0.00008686433,0.0001734422],"category_scores_gemma":[0.000008891579,0.0002912038,0.00009050067,0.000222414,0.0001620797,0.000187332,0.00005055251,0.0001221059,0.0001534102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008345667,"about_ca_system_score_gemma":0.0000228731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806947,"about_ca_topic_score_gemma":0.000009962791,"domain_scores_codex":[0.9982294,0.00004680079,0.0003345499,0.0005562903,0.00038012,0.0004528764],"domain_scores_gemma":[0.9990642,0.0001466279,0.0002450179,0.0004282348,0.00004224744,0.00007366942],"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":[0.00008297791,0.00007057347,0.0003032181,0.00001745821,0.000007303078,0.000002804401,0.00006271802,0.0001425734,0.9763153,0.0004328168,0.02234739,0.000214861],"study_design_scores_gemma":[0.0005566356,0.00001073352,0.0009365138,0.00001409435,0.00002490083,0.000002763409,0.00002470656,0.00003584264,0.9952158,0.0002467647,0.002577684,0.0003535741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968927,0.00002271711,0.000315856,0.0002052253,0.0002664183,0.0005048481,0.00008798821,0.0001438634,0.001560376],"genre_scores_gemma":[0.997557,0.000002015319,0.0001519311,0.001574865,0.000348491,0.00009883894,0.0001188009,0.00004298351,0.0001050303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0197697,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00527960888595874,"score_gpt":0.1961513736110979,"score_spread":0.1908717647251391,"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."}}