{"id":"W2891149728","doi":"10.1364/oe.395185","title":"Mechanism of laser induced filamentation in dielectrics","year":2020,"lang":"en","type":"preprint","venue":"Optics Express","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Air Force Office of Scientific Research; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Filamentation; Femtosecond; Laser; Finite-difference time-domain method; Optics; Kerr effect; Pulse (music); Nonlinear system; Materials science; Physics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462797,0.0002294634,0.0002772768,0.0002326471,0.0007439219,0.0006182324,0.0006032648,0.0005797015,0.002355503],"category_scores_gemma":[0.0002500582,0.0002788818,0.0003317195,0.0001640851,0.0007115168,0.0007717222,0.0005967751,0.0004062089,0.0002540859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581435,"about_ca_system_score_gemma":0.0003420773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493869,"about_ca_topic_score_gemma":0.0006119002,"domain_scores_codex":[0.9999205,0.000007474825,0.000003159027,0.00001044965,0.0000197753,0.00003862462],"domain_scores_gemma":[0.9999157,0.00002160851,0.00002209705,0.00001205307,0.000008412921,0.00002009714],"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":[0.0003843351,0.0003307158,0.004963125,0.0005933784,0.0001785268,0.002501139,0.0008127455,0.412254,0.4652955,0.09794936,0.00258972,0.01214748],"study_design_scores_gemma":[0.0001720638,0.0003063831,0.006611987,0.00004980809,0.00004286022,0.0007933715,0.0002830918,0.8709615,0.09557629,0.02035232,0.004748046,0.0001022656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663149,0.001249322,0.01957558,0.0004952329,0.0000700723,0.00005616187,0.0001851343,0.0002321041,0.01182158],"genre_scores_gemma":[0.9960347,0.0004772094,0.001594417,0.00004167005,0.000006719647,0.0000339351,0.00005708976,0.00002518747,0.001729076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002355503,"threshold_uncertainty_score":0.007879972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772008205833622,"score_gpt":0.2573798222917825,"score_spread":0.2296597402334463,"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."}}