{"id":"W2030069484","doi":"10.1080/02626667.2014.967250","title":"Integrating risks of climate change into water management","year":2014,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Climate change; Environmental science; Environmental resource management; Environmental planning; Business; Water resource management; Geology; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.002713579,0.00171454,0.001964445,0.001636047,0.0007678095,0.004046407,0.001861162,0.004307919,0.01006414],"category_scores_gemma":[0.01383691,0.0006650609,0.0007909566,0.001008153,0.001142155,0.002196073,0.001022178,0.008244874,0.00887646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035258,"about_ca_system_score_gemma":0.001166691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123291,"about_ca_topic_score_gemma":0.002891507,"domain_scores_codex":[0.9989426,0.0001963967,0.0002148994,0.0001777943,0.0004020186,0.00006628056],"domain_scores_gemma":[0.9867536,0.004008171,0.0008956958,0.0002221492,0.006710893,0.001409338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004533316,0.0000112382,0.0001544253,0.0002535505,0.00001919754,0.0001902907,0.00002516312,0.0001420579,0.0001732294,0.0007386697,0.9763366,0.0219102],"study_design_scores_gemma":[0.00002084652,0.00002792075,0.0008114417,0.0002909331,0.00002849966,0.0004848395,0.00008643734,0.0004798481,0.0002697063,0.001281926,0.9962,0.00001751201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0002938861,0.01525986,0.0007992673,0.1312946,0.8480703,0.00003383765,0.0001697437,0.00006398065,0.004014425],"genre_scores_gemma":[0.004404096,0.02362736,0.0007236534,0.02958126,0.9187799,0.00003394156,0.0001035588,0.00007181989,0.02267445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01006414,"threshold_uncertainty_score":0.03366798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028990664940904,"score_gpt":0.3121576211115078,"score_spread":0.2618677144620988,"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."}}