{"id":"W2001634594","doi":"10.1175/2011jhm1250.1","title":"Near-Surface and Land Surface Forecast System of the Vancouver 2010 Winter Olympic and Paralympic Games","year":2011,"lang":"en","type":"article","venue":"Journal of Hydrometeorology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downscaling; Environmental science; Snow; Elevation (ballistics); Meteorology; Climatology; Land cover; Snow cover; Precipitation; Land use; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922241,0.00009518673,0.0002932004,0.00001167227,0.0001161336,0.0000128399,0.0001413154,0.00005870533,0.0002419806],"category_scores_gemma":[0.00002844103,0.00005421329,0.00005917475,0.0001180882,0.0002499929,0.0001154496,0.00002969291,0.0001181603,0.000002534799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003440919,"about_ca_system_score_gemma":0.00002828255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009083717,"about_ca_topic_score_gemma":0.003125126,"domain_scores_codex":[0.9992249,0.00007818387,0.0003168456,0.00009920482,0.0001192951,0.0001615597],"domain_scores_gemma":[0.9993118,0.0001419602,0.0003128949,0.0001103851,0.00005851689,0.00006443436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005971952,0.000008546964,0.9966831,0.00002138045,0.00007438696,0.000008316332,0.0006044708,0.0006687974,0.00003731063,0.000007115319,0.001099082,0.0007277233],"study_design_scores_gemma":[0.0004180754,0.000373815,0.9941338,0.00002420927,0.00006510969,0.0002233158,0.0004683277,0.002235661,0.00004266146,0.0001381221,0.001815492,0.0000614482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948002,0.003531228,0.00002609593,0.0001702676,0.000949794,0.00006611651,0.00001312751,0.000003560592,0.0004396261],"genre_scores_gemma":[0.9981778,0.0001966012,0.001301139,0.00007752707,0.00003166518,8.181668e-8,3.566451e-7,0.000002753643,0.0002120863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003377605,"threshold_uncertainty_score":0.2649517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201666592477303,"score_gpt":0.1943279546037327,"score_spread":0.1741612953560024,"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."}}