{"id":"W3035896573","doi":"10.5194/amt-13-5681-2020","title":"A technical description of the Balloon Lidar Experiment (BOLIDE)","year":2020,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Lidar; Payload (computing); Remote sensing; Backscatter (email); Balloon; Environmental science; Altitude (triangle); Geology; High resolution; Meteorology; Physics; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004308793,0.0002414263,0.0002673552,2.288927e-7,0.0001327993,0.00002439712,0.0006367196,0.0001205502,0.001289749],"category_scores_gemma":[0.000102449,0.0001689291,0.0001779078,0.0004740242,0.0002578197,0.0001428621,0.0004201801,0.000198623,0.00005080597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415727,"about_ca_system_score_gemma":0.00003348902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002635682,"about_ca_topic_score_gemma":0.00002481598,"domain_scores_codex":[0.9975436,0.0001046155,0.0004586301,0.0004119921,0.00117903,0.0003021378],"domain_scores_gemma":[0.9991098,0.000009599107,0.0002274212,0.0004713894,0.00003951993,0.0001422737],"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":[0.00004486095,0.0001924069,0.04139322,0.00002059677,0.00001736567,0.000002296996,0.0004281581,0.00005452103,0.9226472,0.0002027024,0.01772725,0.01726939],"study_design_scores_gemma":[0.000501424,0.0008533124,0.07907409,0.000135858,0.00009980101,0.00001055921,0.000381772,0.001074084,0.8170156,0.0006252761,0.09952676,0.0007013958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6868312,0.0009616084,0.2271331,0.005491449,0.0003440346,0.00323577,0.000004232675,0.001400429,0.07459816],"genre_scores_gemma":[0.9326684,0.00003750352,0.06575725,0.001207068,0.00005408621,0.0001291294,5.004585e-7,0.00002861249,0.0001174807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458371,"threshold_uncertainty_score":0.9996232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255628975404853,"score_gpt":0.223942513744415,"score_spread":0.1913862239903665,"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."}}