{"id":"W2165193707","doi":"10.5751/es-04772-170219","title":"Adaptive Comanagement in the Venice Lagoon? An Analysis of Current Water and Environmental Management Practices and Prospects for Change","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive management; Environmental resource management; Current (fluid); Environmental change; Environmental science; Environmental planning; Geography; Climate change; Ecology; Oceanography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001109553,0.0002051453,0.0001623937,0.001461858,0.0006393008,0.002123702,0.0005397808,0.0004037913,0.001440428],"category_scores_gemma":[0.002974903,0.0001034417,0.0003100088,0.002318147,0.001218234,0.001388188,0.001763956,0.0005780152,0.00008210914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095471,"about_ca_system_score_gemma":0.001736326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112852,"about_ca_topic_score_gemma":0.2377769,"domain_scores_codex":[0.9992385,0.0002183578,0.00004956562,0.0000776604,0.0001349504,0.0002810285],"domain_scores_gemma":[0.9974171,0.0004514203,0.0009048668,0.0001346474,0.0003982976,0.0006936697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636006,0.00007293822,0.957264,0.00004131607,0.00008953451,0.0005275423,0.005027801,0.001848649,0.0002409411,0.001778489,0.0008045053,0.03214063],"study_design_scores_gemma":[0.000003316749,0.00005610198,0.9813582,0.00004140947,0.00001402521,0.00009675376,0.01363395,0.002232724,0.00007398571,0.0007968757,0.001675222,0.00001735259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965642,0.0003823048,0.0001561512,0.000672921,0.000005798276,0.000007885511,0.0001534855,0.000003108902,0.002054118],"genre_scores_gemma":[0.9995083,0.0001662182,0.00006401123,0.00002010994,0.000002388174,0.0000016383,0.00007360765,0.000001175661,0.0001626422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112852,"threshold_uncertainty_score":0.2212748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076144185854616,"score_gpt":0.2951565575917729,"score_spread":0.2643951157332267,"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."}}