{"id":"W6893275255","doi":"10.5281/zenodo.15123057","title":"Supplementary Material for \"Nuclear Winter Could Sever Urban Water Access Across the Northern Hemisphere\"","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Northern italy; Hydrology (agriculture); Precipitation; Work (physics); Water resources","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001114845,0.001037859,0.001012201,0.001790088,0.0007702095,0.002159158,0.001290043,0.001701199,0.8145911],"category_scores_gemma":[0.006995711,0.0006299342,0.0007432905,0.002697007,0.0003186557,0.001835216,0.00141267,0.001199696,0.4524095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304589,"about_ca_system_score_gemma":0.001944211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009020719,"about_ca_topic_score_gemma":0.01243056,"domain_scores_codex":[0.9990068,0.00008748244,0.0000659656,0.0001520773,0.0005825657,0.0001050649],"domain_scores_gemma":[0.9958884,0.001226105,0.0002228529,0.0006539213,0.00146279,0.0005459961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007942058,0.00003010782,0.0002012546,0.0002212817,0.00001661246,0.0000481893,0.00002754404,0.0001831176,0.0004398875,0.001520364,0.9898712,0.007361016],"study_design_scores_gemma":[0.000248347,0.00003774992,0.0052962,0.000137934,0.00002670083,0.000215556,0.000105537,0.0009462666,0.001651482,0.00969957,0.981584,0.0000507065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001513281,0.000297217,0.008391713,0.003247546,0.006989097,0.0001528217,0.8977706,0.00860091,0.07303681],"genre_scores_gemma":[0.02195073,0.0008708409,0.01390822,0.001086611,0.002585814,0.000386324,0.7731689,0.01496619,0.1710765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8145911,"threshold_uncertainty_score":0.2644633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288465807189327,"score_gpt":0.2643794632486353,"score_spread":0.241494805176742,"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."}}