{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007891657,0.00009865433,0.0001467881,0.00002969947,0.0001563367,0.00001474299,0.00008408058,0.00003694659,0.00005359186],"category_scores_gemma":[0.000001558774,0.00006502802,0.00004055666,0.00008001468,0.0001840361,0.0003142406,0.0002617125,0.00006504195,0.000001376994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004183084,"about_ca_system_score_gemma":5.292093e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004773209,"about_ca_topic_score_gemma":0.0003086094,"domain_scores_codex":[0.9992384,0.00007845838,0.0001224276,0.0002213728,0.0001061905,0.0002331258],"domain_scores_gemma":[0.9996891,0.00005423731,0.000101016,0.0001152191,0.000001103429,0.00003934874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003261311,0.0007160318,0.9666815,0.00006445435,0.0004565291,0.0000011574,0.02059731,0.00003103493,0.0000706534,0.003697044,0.0003975432,0.007254122],"study_design_scores_gemma":[0.0004576486,0.0001619418,0.9773234,0.000002163019,0.0006571339,4.474385e-7,0.009552651,0.003993677,0.00001951381,0.0001662932,0.007572706,0.00009243799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977951,0.0005470184,0.000102718,0.000333984,0.0000535039,0.0008850155,0.000008091202,0.000004784687,0.0002697991],"genre_scores_gemma":[0.9968581,0.001730885,0.0007730968,0.0002871998,0.00001955004,0.000238167,0.00003318426,0.000004026348,0.00005574172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104466,"threshold_uncertainty_score":0.2651766,"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."}}