{"id":"W3204619218","doi":"10.5194/acp-2021-620","title":"Measurement Report: Strong Valley Wind Events during the International Collaborative Experiment – PyeongChang 2018 Olympic and Paralympic Winter Games Project","year":2021,"lang":"en","type":"article","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Korea Meteorological Administration; National Research Foundation","keywords":"Meteorology; Nowcasting; Morning; Environmental science; Wake; Supercell; Climatology; Evening; Atmospheric sciences; Geography; Storm; Physics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002373375,0.0001568612,0.0001354689,0.00001858557,0.0002348147,0.00006467995,0.0001460136,0.00002621734,0.0008193968],"category_scores_gemma":[0.00004051698,0.000102164,0.0000468367,0.000127287,0.0001085818,0.0001781815,0.0004779636,0.00006139018,0.00003418333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830074,"about_ca_system_score_gemma":0.00003562189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009470424,"about_ca_topic_score_gemma":0.0003173369,"domain_scores_codex":[0.9984736,0.00005726016,0.0002276061,0.0003936985,0.0006248774,0.0002229558],"domain_scores_gemma":[0.9996155,0.0000138917,0.00008312939,0.000206085,0.00003808689,0.00004330694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128046,0.0007244587,0.7894629,0.00004560831,0.001145623,0.0005671515,0.0214831,0.000484397,0.1492456,0.0001197102,0.0307789,0.005829819],"study_design_scores_gemma":[0.00168912,0.0001113746,0.8151201,0.0001675654,0.00005517743,0.0001882003,0.01955563,0.0002253702,0.1324114,0.0001339556,0.02978566,0.0005564153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804512,0.0006838277,0.00006706633,0.002402917,0.0003882435,0.0003056859,0.00000472764,0.00002775273,0.01566863],"genre_scores_gemma":[0.9923487,0.00008360911,0.0002186274,0.000154416,0.0001035287,0.00004953497,0.000002686219,0.0000094411,0.00702943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565727,"threshold_uncertainty_score":0.897182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324357094518783,"score_gpt":0.25979637993035,"score_spread":0.2365528089851621,"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."}}