{"id":"W4231234754","doi":"10.32920/14636529.v1","title":"Nanofibre Fabrication by Femtosecond Laser Ablation of Silica Glass","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Femtosecond; Nanometre; Fabrication; Materials science; Laser; Ablation; Silica glass; Laser ablation; Optics; Optoelectronics; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001652209,0.0003606425,0.0001946614,0.0003273361,0.0003318204,0.0002139802,0.0002455965,0.0003873829,0.001606007],"category_scores_gemma":[0.0001336491,0.0002265674,0.0003394215,0.0001223791,0.0002128429,0.000311987,0.0002383344,0.000343411,0.0005937582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214126,"about_ca_system_score_gemma":0.0002049498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008103491,"about_ca_topic_score_gemma":0.001797236,"domain_scores_codex":[0.999831,0.000007439836,0.00001159098,0.00005170686,0.00006575128,0.000032474],"domain_scores_gemma":[0.9999002,0.00001958235,0.00002051287,0.00002178486,0.0000250183,0.00001291092],"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":[0.000005452919,0.000004400928,0.00002465348,0.00002436656,0.0000023309,0.00003583587,0.00001530647,0.00006816159,0.9987472,0.00008086002,0.00003469226,0.0009565979],"study_design_scores_gemma":[0.000004270327,0.00006968107,0.001058976,0.000003643156,0.000004294926,0.0002100683,0.00001576177,0.0005384177,0.9956864,0.00003731069,0.00236383,0.000007353673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305581,0.00174475,0.05358069,0.0001932295,0.0002536916,0.0002577329,0.0005485998,0.0007458011,0.01211739],"genre_scores_gemma":[0.9084855,0.0015072,0.0779862,0.00007831812,0.00007219443,0.0001635855,0.0007792612,0.0001128327,0.01081492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001606007,"threshold_uncertainty_score":0.005372643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008215260029504285,"score_gpt":0.2181711485181148,"score_spread":0.2099558884886105,"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."}}