{"id":"W3207010260","doi":"10.1111/rec.13574","title":"Ten people‐centered rules for socially sustainable ecosystem restoration","year":2021,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mowi (Canada); Fisheries and Oceans Canada; University of British Columbia; University of New Brunswick; Parks Canada","funders":"Consortium of International Agricultural Research Centers","keywords":"Livelihood; Equity (law); Reforestation; Restoration ecology; Environmental resource management; Ecosystem services; Politics; Environmental planning; Political science; Ecosystem; Ecology; Economics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131145,0.00009709134,0.0001390017,0.00005041513,0.0005392568,0.00007068316,0.0001287457,0.0001058364,0.0006833224],"category_scores_gemma":[0.000156746,0.0001047212,0.00005959456,0.0001862015,0.00003951667,0.0002208856,0.0001687428,0.00004741842,0.0002559886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000592679,"about_ca_system_score_gemma":0.000100974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577061,"about_ca_topic_score_gemma":0.01785897,"domain_scores_codex":[0.9989413,0.0001441075,0.0002133318,0.0002881254,0.0001559725,0.0002571737],"domain_scores_gemma":[0.9994652,0.00006655016,0.000137143,0.0001847666,0.00009225299,0.00005414263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009445591,0.0002608937,0.9335055,0.0001306058,0.00005314866,0.00003180219,0.002272089,0.002690017,0.001585635,0.004635046,0.05336262,0.001378232],"study_design_scores_gemma":[0.0005682363,0.00008858056,0.7241045,0.000003071795,0.00003075678,0.0000031757,0.002635696,0.001577353,0.0001246742,0.0009877636,0.2697352,0.0001410277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984921,0.00002661491,0.002883758,0.006792863,0.0003868476,0.0006193945,0.00002142659,0.00006249339,0.004285538],"genre_scores_gemma":[0.9794596,0.00002554784,0.001430996,0.0005706318,0.0001312689,0.00008090876,0.0003317441,0.00001118771,0.0179581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2163725,"threshold_uncertainty_score":0.9965727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388455615676163,"score_gpt":0.2195331208466728,"score_spread":0.2056485646899111,"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."}}