{"id":"W4407093755","doi":"","title":"Ultrafast spectroscopy and air lasing with filaments","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Ultrashort pulse; Lasing threshold; Spectroscopy; Materials science; Ultrafast optics; Optoelectronics; Laser; Optics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685248,0.0003502681,0.0002531433,0.0003785989,0.0005923734,0.0007349044,0.0005081461,0.0007361591,0.007676275],"category_scores_gemma":[0.0003935527,0.0001714054,0.0001818915,0.0002337575,0.0007246079,0.00102524,0.0005165075,0.0006314083,0.0007365479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395536,"about_ca_system_score_gemma":0.0001113244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004724786,"about_ca_topic_score_gemma":0.0003839493,"domain_scores_codex":[0.9998517,0.00002490727,0.000002684362,0.0000384737,0.00004211771,0.00004003155],"domain_scores_gemma":[0.999711,0.0001815277,0.00003186397,0.00002079212,0.00002613115,0.00002872631],"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":[0.0005343677,0.00007666368,0.001022107,0.0001722188,0.00001394638,0.0003942932,0.0005061386,0.0004810236,0.9738765,0.0106974,0.001088167,0.0111371],"study_design_scores_gemma":[0.00009852925,0.0007926117,0.008947527,0.00006440572,0.00002023916,0.0007384453,0.0004469972,0.009511132,0.9525834,0.008495361,0.01825588,0.00004541719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211866,0.004215037,0.02028222,0.0008300187,0.0002106643,0.00006411995,0.0002248836,0.0003580089,0.05262849],"genre_scores_gemma":[0.977207,0.0008037154,0.004148324,0.0000976442,0.0001003551,0.00002794809,0.00009801169,0.00005570251,0.0174613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007676275,"threshold_uncertainty_score":0.02567971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006373600007578217,"score_gpt":0.2203635267642114,"score_spread":0.2139899267566332,"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."}}