{"id":"W4241432038","doi":"10.32920/14638266","title":"Gold-silicon nanofiber synthesized by femtosecond laser radiation for enhanced light absorptance","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Femtosecond; Laser; Silicon; Optoelectronics; Nanostructure; Substrate (aquarium); Optics; Absorptance; Nanoparticle; Nanotechnology; Reflectivity","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":[0.000135435,0.0002624599,0.0001499813,0.0001796532,0.0001572384,0.0001212827,0.0001508734,0.0002896697,0.0008148088],"category_scores_gemma":[0.0001166088,0.0000973084,0.0001950563,0.0001054996,0.0001292228,0.0001942867,0.0001275632,0.0002251332,0.0002725555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195196,"about_ca_system_score_gemma":0.0001095693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003409854,"about_ca_topic_score_gemma":0.0007333974,"domain_scores_codex":[0.9998993,0.000008312074,0.000006311576,0.00002862579,0.00004514994,0.00001233964],"domain_scores_gemma":[0.999927,0.00002026192,0.0000202014,0.000009095615,0.00001491039,0.000008599278],"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":[0.000006056134,0.000003998068,0.00002271523,0.0000199118,0.000001367563,0.00002259903,0.0000100055,0.00005875191,0.9986064,0.00007461105,0.00001476257,0.001158947],"study_design_scores_gemma":[0.000002189361,0.00003539243,0.0003177715,0.000001309348,0.000001875079,0.00007410522,0.000004515513,0.0006441717,0.9979684,0.00003157534,0.000916601,0.000002079395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566916,0.002253328,0.03713444,0.0001160281,0.0001067958,0.00004280984,0.00009874442,0.0001958661,0.003360408],"genre_scores_gemma":[0.9497158,0.0008811494,0.0455467,0.00004743108,0.00002645416,0.00002965733,0.0001434954,0.000043332,0.003565918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008148088,"threshold_uncertainty_score":0.00272578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008809838279981537,"score_gpt":0.2166669761308692,"score_spread":0.2078571378508877,"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."}}