{"id":"W2792473325","doi":"10.1111/rec.12675","title":"Evidence‐based restoration in the Anthropocene—from acting with purpose to acting for impact","year":2018,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Fisheries and Oceans Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Parks Canada; Fisheries and Oceans Canada; Carleton University","keywords":"Anthropocene; Cognitive reframing; Restoration ecology; Environmental resource management; Systematic review; Environmental ethics; Ecology; Psychology; Political science; Environmental science; Biology; MEDLINE; Psychotherapist; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007691221,0.0001239619,0.0001142878,0.00004571047,0.0003664573,0.00004543017,0.0002028829,0.000116764,0.0003692585],"category_scores_gemma":[0.0003968081,0.00008926861,0.00002980715,0.0002624834,0.0002511484,0.0006148439,0.00004281635,0.0001665462,0.0001770337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027909,"about_ca_system_score_gemma":0.00004004193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004855557,"about_ca_topic_score_gemma":0.005377681,"domain_scores_codex":[0.9987948,0.0002238293,0.0002000692,0.0003130696,0.0002224055,0.0002458162],"domain_scores_gemma":[0.9988834,0.0006470015,0.0001330093,0.0002649875,0.00001263139,0.00005893024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922922,0.0004594363,0.8379896,0.00002096125,0.00002498574,0.00001940776,0.009017135,0.0598046,0.0662169,0.0004096413,0.003309049,0.02080542],"study_design_scores_gemma":[0.000871447,0.003875593,0.968016,0.00009193619,0.00003132656,0.00000517848,0.0009437012,0.009942793,0.009395744,0.002713201,0.003729717,0.0003833527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841031,0.00001037384,0.006854069,0.007337498,0.0001417004,0.0006931075,0.000007068894,0.00002044149,0.0008326021],"genre_scores_gemma":[0.9943326,0.000004996341,0.003321923,0.001970097,0.0002263341,0.00009925174,0.00002097127,0.00001300581,0.00001078218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300265,"threshold_uncertainty_score":0.4043122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09665542577061714,"score_gpt":0.3549247731908837,"score_spread":0.2582693474202665,"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."}}