{"id":"W4308587986","doi":"10.5194/essd-14-4923-2022","title":"The polar mesospheric cloud dataset of the Balloon Lidar Experiment (BOLIDE)","year":2022,"lang":"en","type":"article","venue":"Earth system science data","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Lidar; Geology; Gravity wave; Remote sensing; Gravitational wave; Physics; Meteorology; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001500812,0.0001302906,0.0001503164,0.000008385161,0.001661857,0.0001443352,0.004003844,0.00001064343,0.0004774457],"category_scores_gemma":[0.00001222624,0.00007889851,0.00004757512,0.0006505877,0.0003216049,0.0003249502,0.00307017,0.0001740171,0.00003278329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003517863,"about_ca_system_score_gemma":0.0003859794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278871,"about_ca_topic_score_gemma":0.00003701842,"domain_scores_codex":[0.9979604,0.0001641239,0.0003430587,0.000418667,0.0007507676,0.0003629131],"domain_scores_gemma":[0.9970012,0.00005590641,0.0002628863,0.002564528,0.00004537704,0.0000701005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001422651,0.0008869246,0.03983001,0.0001544254,0.0003294016,0.00001414131,0.003607794,0.004010289,0.02148409,0.4987937,0.3499196,0.08082737],"study_design_scores_gemma":[0.0003923215,0.00009925951,0.002580728,0.00002866736,0.00003786641,0.000009695045,0.01791194,0.02486297,0.002174022,0.0001057298,0.9515009,0.0002959198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303564,0.003114755,0.006843521,0.001473146,0.01556208,0.003951745,0.0993654,0.0001723043,0.03916064],"genre_scores_gemma":[0.997829,0.000001485983,0.0003744027,0.00004010692,0.0001626153,0.00002753383,0.00100472,0.0000100906,0.0005500967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6015813,"threshold_uncertainty_score":0.9996378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187974347014918,"score_gpt":0.2420507831301228,"score_spread":0.2301710396599736,"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."}}