{"id":"W4307980679","doi":"10.32920/21482367.v1","title":"The role of morphology and coupling of gold nanoparticles in optical breakdown during picosecond pulse exposures","year":2022,"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":"Nanorod; Materials science; Picosecond; Nanostructure; Plasmon; Nanoparticle; Colloidal gold; Laser; Surface plasmon resonance; Absorption (acoustics); Coupling (piping); Absorption cross section; Irradiation; Nanotechnology; Monomer; Molecular physics; Optoelectronics; Cross section (physics); Optics; Chemistry; Physics; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0003819737,0.0001638536,0.0003528675,0.000113139,0.00003652031,0.00002696489,0.000250836,0.0001141245,0.000211477],"category_scores_gemma":[0.00009465843,0.0001382315,0.00005544012,0.00009252676,0.0001284227,0.00005951094,0.000478755,0.000262566,0.000001829123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004343023,"about_ca_system_score_gemma":0.0000227885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008458908,"about_ca_topic_score_gemma":0.0001006311,"domain_scores_codex":[0.9987265,0.00002733319,0.0006099477,0.0002153368,0.0001808069,0.0002400993],"domain_scores_gemma":[0.9990073,0.0004581512,0.00009550241,0.0003585354,0.0000312267,0.00004930835],"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":[0.0000315007,0.00004578928,0.02906355,0.0001295519,0.00005219581,0.000004800649,0.000229634,0.2061527,0.7622454,0.0008175095,0.000008311014,0.001219113],"study_design_scores_gemma":[0.0002422053,0.00001912817,0.08856094,0.00003659976,0.00001963963,0.000006196292,0.0005579434,0.02701548,0.8825843,0.0007679072,0.000049165,0.0001404814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971933,0.001743068,0.000007986531,0.00005489996,0.00008485678,0.0001918389,0.00001755232,0.00005901257,0.0006474283],"genre_scores_gemma":[0.999266,0.0002542016,0.0003427856,0.000002697086,0.00001491916,0.00005813549,0.000002267142,0.00002818937,0.00003079736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791372,"threshold_uncertainty_score":0.5636916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008367583256845085,"score_gpt":0.2111821431659348,"score_spread":0.2028145599090897,"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."}}