{"id":"W2118465793","doi":"10.5751/es-01896-110239","title":"Unpacking “Participation” in the Adaptive Management of Social–ecological Systems: a Critical Review","year":2006,"lang":"en","type":"review","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":608,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for Environment, Food and Rural Affairs, UK Government","keywords":"Unpacking; Adaptive management; Ecology; Sociology; Environmental resource management; Environmental science; 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":[0.008027964,0.00103706,0.00231107,0.005068717,0.0008058171,0.002633746,0.00202751,0.003373373,0.003559281],"category_scores_gemma":[0.01166235,0.000534091,0.0008175686,0.00866893,0.003925754,0.007626445,0.001917883,0.003254313,0.001536916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068994,"about_ca_system_score_gemma":0.005352227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182952,"about_ca_topic_score_gemma":0.01110388,"domain_scores_codex":[0.9981754,0.0007556786,0.0002092647,0.0001973244,0.0005459655,0.0001163751],"domain_scores_gemma":[0.9890561,0.008000916,0.0006234252,0.0002174752,0.001774865,0.000327275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003685457,0.00003970753,0.0003941504,0.02043843,0.0001253192,0.0001649809,0.0005856453,0.0004289875,0.0001813386,0.01888041,0.06235586,0.8963682],"study_design_scores_gemma":[0.00001542513,0.0000807253,0.001916016,0.02928384,0.0001444458,0.000922733,0.0008264989,0.0001512977,0.0001407814,0.02029873,0.9461645,0.00005492444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004272463,0.9971924,0.0001288795,0.001880991,0.0003300504,0.000002668505,0.000004038859,0.000002068509,0.0004161731],"genre_scores_gemma":[0.0005714128,0.9983751,0.0001338247,0.0003861958,0.0003853473,0.00000534483,0.000006251404,0.000001262255,0.0001351914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008027964,"threshold_uncertainty_score":0.04245645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09172400696993563,"score_gpt":0.3564607053271708,"score_spread":0.2647366983572352,"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."}}