{"id":"W4392283525","doi":"10.1080/17477891.2024.2323105","title":"The cascading disaster risk of water, energy and food systems","year":2024,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Food energy; Business; Risk analysis (engineering); Risk management; Environmental science; Environmental resource management; Environmental planning; Environmental health; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005057671,0.0006296976,0.0004585924,0.001979816,0.002762764,0.005493204,0.001580507,0.001356603,0.003946874],"category_scores_gemma":[0.01015705,0.0002923166,0.0007063689,0.001630323,0.008865475,0.004656467,0.007568894,0.001879119,0.0001478523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007620431,"about_ca_system_score_gemma":0.007603383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872203,"about_ca_topic_score_gemma":0.01555517,"domain_scores_codex":[0.9961427,0.00230181,0.0001280928,0.0003805299,0.0004014033,0.0006454508],"domain_scores_gemma":[0.9934424,0.003413327,0.001271764,0.0006670817,0.0006701135,0.0005352632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004072728,0.00008801791,0.01920061,0.0001239436,0.0001196192,0.0008347492,0.003710904,0.05875967,0.0005094511,0.9020306,0.001114303,0.01346731],"study_design_scores_gemma":[0.00001670772,0.0001342165,0.01465877,0.0002143419,0.00007686923,0.0003681463,0.02139703,0.04578563,0.0006106357,0.8941846,0.02249046,0.00006259075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5306423,0.002105881,0.1775875,0.01998181,0.0001444387,0.000429262,0.000442127,0.000146707,0.2685201],"genre_scores_gemma":[0.9939494,0.0003682398,0.00424687,0.00008461013,0.00001298286,0.00006527996,0.00002092387,0.000007230193,0.001244394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872203,"threshold_uncertainty_score":0.0552904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005177967494675182,"score_gpt":0.1777975299401223,"score_spread":0.1726195624454471,"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."}}