{"id":"W2788602978","doi":"10.1111/rec.12691","title":"On principles and standards in ecological restoration","year":2018,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo; University of Victoria","funders":"Templeton World Charity Foundation","keywords":"Restoration ecology; Flexibility (engineering); Function (biology); Best practice; Environmental resource management; Professional standards; Ecology; Environmental restoration; Process management; Computer science; Engineering ethics; Business; Political science; Environmental science; Engineering; Management; Economics; Law; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07456802,0.0009559009,0.001080199,0.00344901,0.009696266,0.01460665,0.002623836,0.01690823,0.002442969],"category_scores_gemma":[0.04825819,0.0005589132,0.001184143,0.002944334,0.08760943,0.01616424,0.009914503,0.02062971,0.00111282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047903,"about_ca_system_score_gemma":0.02267082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008675157,"about_ca_topic_score_gemma":0.007152792,"domain_scores_codex":[0.9162127,0.05301622,0.004353597,0.004235875,0.01923847,0.002943154],"domain_scores_gemma":[0.9582387,0.02555679,0.003201608,0.002926978,0.008322899,0.001753166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002281437,0.00001164421,0.00007157202,0.00002751795,0.000001897534,0.00001594484,0.00206785,0.0001821098,0.00003457638,0.9888732,0.005270256,0.003441236],"study_design_scores_gemma":[0.000005284016,0.00001411383,0.0001587984,0.0002679099,0.000003206422,0.00004137368,0.001438588,0.0003148791,0.00009699907,0.8999433,0.09769564,0.00001977531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009333906,0.02433356,0.09103795,0.5115137,0.004299128,0.0002031065,0.00006916001,0.0001830519,0.3590264],"genre_scores_gemma":[0.5986003,0.02247163,0.1330601,0.1759738,0.004741915,0.001017299,0.000171716,0.0004680518,0.06349505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07456802,"threshold_uncertainty_score":0.3943581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933231444987062,"score_gpt":0.283008646122844,"score_spread":0.2536763316729734,"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."}}