{"id":"W3093953501","doi":"10.5194/egusphere-egu2020-19164","title":"Comparing Halo Doppler lidar depolarization ratio with PollyXT","year":2020,"lang":"en","type":"article","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerosol; Depolarization; Depolarization ratio; Wavelength; Doppler effect; Lidar; Halo; Analytical Chemistry (journal); Chemistry; Optics; Physics; Astrophysics; Meteorology; Internal medicine; Medicine; Astronomy","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":[0.0002064945,0.0002925497,0.0002021356,0.001167926,0.0002319311,0.0004674305,0.0003511173,0.0003716196,0.001343469],"category_scores_gemma":[0.0003942446,0.000107314,0.000179065,0.0005118516,0.0001465358,0.0004132574,0.0005365706,0.000274989,0.0006403734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420768,"about_ca_system_score_gemma":0.0001394498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264543,"about_ca_topic_score_gemma":0.003768747,"domain_scores_codex":[0.9997293,0.00001506825,0.00000945052,0.00006771709,0.00013564,0.00004281283],"domain_scores_gemma":[0.9998387,0.00002417418,0.00002861263,0.00001556127,0.00007562364,0.00001734002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004980116,0.0001358824,0.4592003,0.0001750022,0.000133888,0.001013241,0.0003766786,0.007558696,0.4056859,0.0007201014,0.004147001,0.1203554],"study_design_scores_gemma":[0.00003188297,0.0002117468,0.81962,0.00003155122,0.00006169151,0.000768711,0.0002976903,0.03620199,0.1363071,0.000318673,0.006097721,0.00005126765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848266,0.0003953064,0.005134007,0.00008653662,0.000037055,0.00002729079,0.00120398,0.0005056933,0.007783529],"genre_scores_gemma":[0.994931,0.0001108822,0.002855364,0.00006624003,0.00002327112,0.00001367337,0.0008976262,0.00005410521,0.001047815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00264543,"threshold_uncertainty_score":0.00526005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493950686662702,"score_gpt":0.1896406457605378,"score_spread":0.1747011388939108,"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."}}