{"id":"W3003603108","doi":"10.1039/d0na00043d","title":"Gold nanoparticle assembly on porous silicon by pulsed laser induced dewetting","year":2020,"lang":"en","type":"article","venue":"Nanoscale Advances","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Dewetting; Porous silicon; Materials science; Nanotechnology; Silicon; Nanoparticle; Porosity; Colloidal gold; Laser; Pulsed laser; Optoelectronics; Composite material; Thin film; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006195328,0.0001974106,0.0002049111,0.00002671219,0.0000576424,0.00004846728,0.0001830677,0.00008988462,0.00002515772],"category_scores_gemma":[0.00006446935,0.0001936784,0.00005050873,0.0002322489,0.00001487162,0.0002635369,0.00002911613,0.0002053224,0.0001349306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003617743,"about_ca_system_score_gemma":0.00000830738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008334381,"about_ca_topic_score_gemma":0.00001059114,"domain_scores_codex":[0.9989073,0.00001974814,0.0002383802,0.0002723233,0.0002110371,0.0003512476],"domain_scores_gemma":[0.9995442,0.00006554763,0.00003479634,0.0001712068,0.00002319151,0.0001610722],"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":[0.0000190606,0.00003340007,0.0006490109,0.00004053888,0.00001578957,0.0000123133,0.0001194925,0.00626665,0.9721537,0.000161591,0.002774392,0.01775405],"study_design_scores_gemma":[0.0006518704,0.0002693404,0.0003125686,0.00003508073,0.00001230405,0.000002028142,0.00005803683,0.1495129,0.8296989,0.00008802207,0.01897634,0.0003826948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929627,0.0007035149,0.00009894183,0.0004744813,0.0004131246,0.0001394681,0.00002771405,0.0004452702,0.004734809],"genre_scores_gemma":[0.9986054,0.00006393113,0.0001786294,0.0008185607,0.00009832291,0.00001952949,0.00001755534,0.00005107633,0.0001470539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432462,"threshold_uncertainty_score":0.7897977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009118740646078954,"score_gpt":0.2121308959260857,"score_spread":0.2030121552800068,"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."}}