{"id":"W2554054932","doi":"10.5751/es-01459-100216","title":"Creating an Adaptive Ecosystem Management Network Among Stakeholders of the Lower Roanoke River, North Carolina, USA","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive management; Environmental resource management; Ecosystem; Ecosystem management; Ecosystem-based management; Geography; Business; Ecology; Environmental science","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":[0.0002383395,0.0001046923,0.0001144885,0.000004724657,0.0003362227,0.000006516796,0.0001597896,0.00006003514,0.0005031436],"category_scores_gemma":[0.000001811775,0.00008441415,0.00007721227,0.00008836286,0.000332982,0.000156787,0.0002908998,0.00009674917,0.000026495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274884,"about_ca_system_score_gemma":0.0000028872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911773,"about_ca_topic_score_gemma":0.01410927,"domain_scores_codex":[0.9991643,0.00008322275,0.0001722361,0.0002366898,0.0001332662,0.0002102994],"domain_scores_gemma":[0.9996087,0.00002714817,0.0001149231,0.0001940053,0.000002536764,0.00005267642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008080953,0.0001012154,0.9694513,0.00000844018,0.00005430905,0.000001298791,0.001492588,0.02213959,0.000006919198,0.0004037891,0.005078404,0.001254034],"study_design_scores_gemma":[0.0002797123,0.00008240027,0.9833296,0.000005609069,0.00003400343,5.776612e-7,0.0009609607,0.005140199,0.00001156286,0.00004763166,0.010016,0.00009176541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887406,0.00001316621,0.000120275,0.000207217,0.0001037234,0.0003379564,0.000004544561,0.00001154222,0.01046103],"genre_scores_gemma":[0.9931465,0.0000715511,0.002606322,0.001692965,0.0000306646,0.00002515441,0.000003023516,0.000006581236,0.002417187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169994,"threshold_uncertainty_score":0.7873305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625903233404734,"score_gpt":0.1960572105543016,"score_spread":0.1797981782202543,"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."}}