{"id":"W3201351513","doi":"","title":"Mechanism investigations of gold nanoparticle enhanced ultrafast laser near field optical breakdown and nanocavitation","year":2015,"lang":"en","type":"article","venue":"","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University; Polytechnique Montréal","funders":"","keywords":"Ultrashort pulse; Materials science; Mechanism (biology); Nanoparticle; Laser; Field (mathematics); Colloidal gold; Optoelectronics; Nanotechnology; Optics; Physics","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":[0.0001667845,0.0001039445,0.0001409355,0.00004404855,0.000028894,0.00004374503,0.00006975328,0.00006882984,0.00005780743],"category_scores_gemma":[0.0002747145,0.00009845228,0.00002350888,0.0001674545,0.00006486799,0.0003112436,0.00002077466,0.00005322518,0.00006929036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000206166,"about_ca_system_score_gemma":0.00002760944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002229404,"about_ca_topic_score_gemma":0.00003562908,"domain_scores_codex":[0.9992396,0.00002370997,0.0002612773,0.0001286404,0.0001805367,0.0001662687],"domain_scores_gemma":[0.9993312,0.0002005368,0.00002934494,0.0001614775,0.00009013566,0.0001872973],"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":[0.000009309756,0.0000333674,0.0002939428,0.00001916615,0.00001816222,7.467187e-7,0.0005585835,0.005470548,0.9857901,0.005622244,0.0007532601,0.001430536],"study_design_scores_gemma":[0.0003624544,0.00006685219,0.0006194664,0.00001573462,0.00001766381,0.000002931448,0.0001954426,0.01892152,0.9772362,0.002302505,0.000141914,0.0001172821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911896,0.00001437729,0.005195112,0.0005424955,0.00007925309,0.000121826,0.000004277689,0.0001815826,0.002671457],"genre_scores_gemma":[0.9878921,0.00000355444,0.01178614,0.00009933596,0.00001835143,0.0000175416,0.000002837142,0.00001727172,0.0001628492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345097,"threshold_uncertainty_score":0.4014768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749000992353617,"score_gpt":0.2214348726788222,"score_spread":0.203944862755286,"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."}}