{"id":"W3215618940","doi":"10.5194/acp-2021-971","title":"The characterization of long-range transported North American biomass burning plumes: what can a multi-wavelength Mie-Raman-polarization-fluorescence lidar provide?","year":2021,"lang":"en","type":"article","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Conseil Régional Hauts-de-France; Agence Nationale de la Recherche","keywords":"Lidar; Troposphere; Stratosphere; Atmospheric sciences; Environmental science; Cloud condensation nuclei; Depolarization ratio; Aerosol; Wavelength; Microwave Limb Sounder; Extinction (optical mineralogy); Materials science; Meteorology; Remote sensing; Chemistry; Geology; Mineralogy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006081208,0.000295201,0.0002232422,0.0004564229,0.0002279639,0.000576949,0.0004977325,0.0008577956,0.0004201054],"category_scores_gemma":[0.0003351631,0.0001546588,0.0002571165,0.0003861298,0.0001922123,0.001341555,0.0003146305,0.0004134012,0.0001916295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091104,"about_ca_system_score_gemma":0.0003551353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005344382,"about_ca_topic_score_gemma":0.01136522,"domain_scores_codex":[0.9998719,0.00001828668,0.00000533584,0.0000296557,0.0000470165,0.00002791209],"domain_scores_gemma":[0.9998437,0.00002765477,0.00002602282,0.00001105783,0.00007108015,0.00002054724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002863905,0.0003183321,0.4122902,0.0004856799,0.0001871563,0.0006352834,0.0006323705,0.004873231,0.4469805,0.0008884797,0.001675633,0.1307467],"study_design_scores_gemma":[0.00002819595,0.0004355881,0.6938351,0.0002708449,0.000265228,0.001119915,0.004483697,0.1350066,0.1415428,0.003064093,0.01978772,0.0001602337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988712,0.003422728,0.005555045,0.0006077713,0.00002953464,0.00001640555,0.0003716562,0.00007739423,0.001207497],"genre_scores_gemma":[0.9909998,0.001247377,0.006705807,0.0001637187,0.00002905689,0.0000110926,0.0004299344,0.000009983753,0.0004031967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9946556,"threshold_uncertainty_score":0.01062655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007460639711946456,"score_gpt":0.1965208228331764,"score_spread":0.18906018312123,"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."}}