{"id":"W7097155742","doi":"","title":"Innovative Environmental and Economic Solutions for Flood Control, Nutrient Management, and Sustainable","year":2012,"lang":"en","type":"article","venue":"","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Negotiation; Sustainable development; Flood myth; Climate change; Sustainability; Dissemination; Flooding (psychology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002392504,0.0006902217,0.0003197817,0.001155786,0.002055298,0.004660141,0.001359216,0.003200691,0.02359411],"category_scores_gemma":[0.002946388,0.0002277033,0.0007142962,0.001344985,0.002382329,0.006003413,0.005008461,0.002683698,0.002963391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230696,"about_ca_system_score_gemma":0.005643217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904376,"about_ca_topic_score_gemma":0.005974669,"domain_scores_codex":[0.9990457,0.0002448942,0.00003398721,0.00009112093,0.0004043932,0.0001799632],"domain_scores_gemma":[0.9990465,0.0003251885,0.0001121212,0.00009494623,0.0002324319,0.0001887828],"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":[0.00002087877,0.0001326897,0.0004700939,0.0004098715,0.00002370417,0.0001021724,0.0003315649,0.003971234,0.001244266,0.8170186,0.0638405,0.1124344],"study_design_scores_gemma":[0.00002160589,0.0000668006,0.0005633775,0.000363195,0.00002371224,0.0001303558,0.001306332,0.005643714,0.001485436,0.4655518,0.5248163,0.00002731712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01230619,0.02280672,0.1376269,0.1692457,0.005074488,0.0002983744,0.0004270674,0.0003475114,0.6518672],"genre_scores_gemma":[0.4445245,0.07957534,0.2114015,0.01574031,0.002485749,0.0008674095,0.0009710534,0.0002413018,0.2441929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02359411,"threshold_uncertainty_score":0.07893014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008463305793995539,"score_gpt":0.1904354589215571,"score_spread":0.1819721531275615,"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."}}