{"id":"W4244193122","doi":"10.4095/301186","title":"Climate Warming - National 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; Climate simulation; Environmental science; Climatology; Climate change; Geography; Climate model; Meteorology; 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":[0.0007676244,0.0003645715,0.0002886964,0.00007756356,0.0001786616,0.00008842911,0.0002738923,0.0004365317,0.07110515],"category_scores_gemma":[0.0001188357,0.0003130393,0.000182275,0.0001081079,0.0001841033,0.000404458,0.0004981352,0.0005531428,0.007413888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287159,"about_ca_system_score_gemma":0.00003279605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342965,"about_ca_topic_score_gemma":0.002138227,"domain_scores_codex":[0.9968323,0.00002660319,0.000426057,0.0005767808,0.001619259,0.0005190388],"domain_scores_gemma":[0.9991876,0.00006169685,0.000254045,0.0002981381,0.00002155195,0.0001769822],"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":[0.0000455467,0.0004444434,0.05629787,0.000163994,0.00008297057,0.00004534818,0.0009377267,0.0002220955,0.02752633,0.00001068226,0.8586336,0.05558933],"study_design_scores_gemma":[0.0003288738,0.0001028273,0.1192964,0.000141868,0.00008057323,0.0001753093,0.0001454704,0.0002959965,0.001150128,0.0002688034,0.8771097,0.0009041036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07593855,0.0000496304,0.00002241046,0.0002635178,0.001549835,0.0003886833,0.0002103644,0.0001001763,0.9214768],"genre_scores_gemma":[0.7729926,0.008404838,0.005671157,0.002893763,0.003258032,0.0003026342,0.007941865,0.0004765279,0.1980586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7234182,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05997423270432326,"score_gpt":0.3210887648430102,"score_spread":0.261114532138687,"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."}}