{"id":"W2773043996","doi":"10.1111/rec.12649","title":"Does restoration work? It depends on how we measure success","year":2017,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada","keywords":"Culvert; Environmental science; Fish <Actinopterygii>; Transponder (aeronautics); Habitat; Computer science; Fishery; Ecology; Geography; Geology; Meteorology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03862729,0.0006209896,0.001087329,0.0016788,0.001707464,0.003385725,0.001614913,0.001437611,0.001369265],"category_scores_gemma":[0.06826119,0.0003929609,0.0005916576,0.001702846,0.007297401,0.003936581,0.002018609,0.001140598,0.0005242149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00554465,"about_ca_system_score_gemma":0.00740763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07890959,"about_ca_topic_score_gemma":0.2179856,"domain_scores_codex":[0.9843149,0.006542786,0.0009832497,0.002251527,0.004040041,0.001867467],"domain_scores_gemma":[0.9391875,0.02546735,0.01724379,0.005174842,0.008851398,0.004075049],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002235119,0.0002333697,0.8712046,0.0003496469,0.0005449451,0.00007157945,0.002838508,0.003188824,0.000725984,0.00187374,0.004178391,0.1145668],"study_design_scores_gemma":[0.00001427566,0.0004834221,0.98511,0.000234132,0.0001544335,0.00006448136,0.003823573,0.001534249,0.0006426842,0.00230062,0.00558615,0.00005203506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9486516,0.004685098,0.0105537,0.01116427,0.0003482657,0.0002853154,0.000580295,0.0001793965,0.02355204],"genre_scores_gemma":[0.9937999,0.000729599,0.00387818,0.0005819912,0.00007055433,0.00007475376,0.0001050202,0.00003979282,0.0007202213],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9613727,"threshold_uncertainty_score":0.2042831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138247641030795,"score_gpt":0.2556419322879644,"score_spread":0.2342594558776565,"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."}}