{"id":"W4389300389","doi":"10.5194/amt-2023-210-ac1","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Russian Science Foundation; Agence Nationale de la Recherche","keywords":"Depolarization ratio; Lidar; Wavelength; Fluorescence; Ceilometer; Laser-induced fluorescence; Plume; Polarization (electrochemistry); Optics; Environmental science; Atmospheric sciences; Materials science; Remote sensing; Physics; Meteorology; Chemistry; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002359865,0.001073702,0.001097749,0.0009862065,0.002916917,0.004207009,0.003488224,0.02425925,0.1565703],"category_scores_gemma":[0.02163268,0.0005440719,0.00141241,0.0008031306,0.002238877,0.003619858,0.002570608,0.02244431,0.1283756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003405461,"about_ca_system_score_gemma":0.003017965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005557815,"about_ca_topic_score_gemma":0.006801245,"domain_scores_codex":[0.9976436,0.0004331339,0.0002356658,0.0004642746,0.0008908119,0.0003324039],"domain_scores_gemma":[0.9947228,0.001488747,0.0002141349,0.0004458433,0.002183691,0.0009447679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001147265,0.000004899102,0.00003751874,0.00001633227,0.000001868794,0.00008509987,0.00001013168,0.000005316946,0.0000254538,0.0002966521,0.9971365,0.002368854],"study_design_scores_gemma":[0.00001139235,0.000007833532,0.0001522098,0.0000439008,0.000002606764,0.00008021237,0.00005376368,0.00002079956,0.00006350146,0.0004382365,0.9991174,0.000008119431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002679073,0.001705917,0.0002377729,0.7150917,0.2456918,0.0001335234,0.0005124886,0.0004746579,0.03588422],"genre_scores_gemma":[0.002509843,0.001080563,0.0002524874,0.764736,0.07955075,0.0001987365,0.0002113552,0.0002286618,0.1512315],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8434297,"threshold_uncertainty_score":0.5237799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819515760592318,"score_gpt":0.2535720802054497,"score_spread":0.2353769225995266,"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."}}