{"id":"W2983395416","doi":"10.5194/amt-13-2309-2020","title":"Microwave and submillimeter wave scattering of oriented ice particles","year":2020,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Organization for the Exploitation of Meteorological Satellites; Universität Hamburg; Swedish National Space Agency; Environment and Climate Change Canada; Deutsche Forschungsgemeinschaft","keywords":"Scattering; Ice crystals; Microwave; Polarization (electrochemistry); Physics; Radiative transfer; Computational physics; Optics; Ice cloud; Discrete dipole approximation; Orientation (vector space); Geometry; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002120624,0.0003127732,0.0002404734,0.0002132412,0.0002321674,0.000436768,0.0002693697,0.0002047483,0.001742931],"category_scores_gemma":[0.0002436874,0.0001738384,0.000495208,0.000416901,0.0001594183,0.0003819976,0.0001926152,0.0003465077,0.0002402245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770444,"about_ca_system_score_gemma":0.0002888181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936965,"about_ca_topic_score_gemma":0.004211021,"domain_scores_codex":[0.9999019,0.00001076361,0.000003746834,0.00002396937,0.00003071761,0.000028978],"domain_scores_gemma":[0.9998648,0.00005095474,0.00001681431,0.00001761738,0.00002961025,0.00002020629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003520712,0.0003387525,0.04664623,0.0002232291,0.0001534833,0.0004084275,0.0002175803,0.637025,0.2914107,0.004698003,0.002322301,0.01620418],"study_design_scores_gemma":[0.0000602616,0.00009458816,0.01788639,0.000007312013,0.00002611921,0.00004787934,0.00007931867,0.9146205,0.06463079,0.0008956478,0.001619096,0.00003217503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904464,0.00006486393,0.00529356,0.00004876856,0.00002605143,0.00001604743,0.00092291,0.00008044496,0.003100768],"genre_scores_gemma":[0.9928698,0.00008228808,0.00446672,0.00002364442,0.000006793267,0.00001485254,0.001760269,0.00004997816,0.0007256311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936965,"threshold_uncertainty_score":0.01180476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988376314262023,"score_gpt":0.2075309057994483,"score_spread":0.1776471426568281,"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."}}