{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679023,0.0003479978,0.0002751408,0.0001316952,0.0001236913,0.0002507831,0.0003437919,0.000294796,0.0006307972],"category_scores_gemma":[0.0001892497,0.0002233865,0.0001964651,0.0001059564,0.0002774751,0.0001931671,0.0001418995,0.0002849184,0.0002927029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572656,"about_ca_system_score_gemma":0.0001890246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007672664,"about_ca_topic_score_gemma":0.001651638,"domain_scores_codex":[0.999851,0.00001215985,0.0000103479,0.0000411441,0.00006421425,0.00002102431],"domain_scores_gemma":[0.9998704,0.00003813074,0.00003724896,0.0000166091,0.0000246021,0.00001294315],"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":[0.000008798124,0.000003477617,0.00003041329,0.00001646651,0.000001637926,0.00001580235,0.000005469855,0.00005434365,0.9995721,0.0000562026,0.000009333554,0.0002259017],"study_design_scores_gemma":[0.0000069494,0.00003296199,0.0003041301,8.778479e-7,0.000003174657,0.00003353869,0.000003993625,0.0007656913,0.9983684,0.00001638712,0.0004618423,0.00000212837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849337,0.0007150996,0.01191183,0.00006183562,0.00002707106,0.00003524091,0.0001880665,0.0001118652,0.002015227],"genre_scores_gemma":[0.9812871,0.000548423,0.01580189,0.00002755523,0.0000102461,0.0000346236,0.0002815124,0.00004297404,0.001965683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007672664,"threshold_uncertainty_score":0.002592206,"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."}}