{"id":"W4252320425","doi":"10.4095/301184","title":"Climate Warming: Global Winter Precipitation Scenario: 2050","year":2010,"lang":"en","type":"report","venue":"","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climatology; Climate simulation; Environmental science; Global warming; Climate change; Climate model; Meteorology; Geography; Oceanography; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005208661,0.0004928738,0.000408195,0.00003448951,0.0001615512,0.000107852,0.0003909676,0.000598189,0.05878378],"category_scores_gemma":[0.00007016526,0.0004117225,0.0002487563,0.0001500963,0.0002544494,0.000346597,0.000767391,0.0005087507,0.009996227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703791,"about_ca_system_score_gemma":0.0000247473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368543,"about_ca_topic_score_gemma":0.005718608,"domain_scores_codex":[0.9968412,0.00003276317,0.000483885,0.000740919,0.00115094,0.000750308],"domain_scores_gemma":[0.998778,0.00003053054,0.0002811766,0.0006071853,0.00001126984,0.000291783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006492785,0.0004690355,0.2194743,0.0001620526,0.00007922692,0.0001083679,0.0004651611,0.00006565145,0.006477003,0.00000617128,0.6637321,0.108896],"study_design_scores_gemma":[0.0003561215,0.0001709525,0.2268003,0.0001327277,0.0001523681,0.0002658535,0.0001760751,0.00009499816,0.0005311856,0.0001870178,0.7701474,0.000984984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1566688,0.00008952766,0.00002657835,0.0002516503,0.002139746,0.000474716,0.0003216488,0.0001375396,0.8398898],"genre_scores_gemma":[0.8558526,0.01273918,0.004340673,0.00237688,0.002424877,0.0002310315,0.005250447,0.0003977859,0.1163865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7235033,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502696289726824,"score_gpt":0.3154935434902253,"score_spread":0.270466580592957,"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."}}