{"id":"W2944475407","doi":"10.1111/cobi.13343","title":"Compliance with and ecosystem function of biodiversity offsets in North American and European freshwaters","year":2019,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Toronto; Toronto and Region Conservation Authority; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Biodiversity; Environmental resource management; Business; Ecosystem; Wetland; Productivity; Ecosystem services; Function (biology); Environmental planning; Environmental science; Ecology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751005,0.0005928628,0.001319588,0.004639518,0.000213217,0.00112098,0.000638872,0.0008499819,0.001723314],"category_scores_gemma":[0.004311319,0.0002570824,0.0009343905,0.004973595,0.0004556863,0.001241464,0.0006283817,0.0004795529,0.0002160011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009363493,"about_ca_system_score_gemma":0.002338178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004806905,"about_ca_topic_score_gemma":0.009438843,"domain_scores_codex":[0.9991642,0.0001890191,0.0002371283,0.0001156937,0.0002602316,0.0000336966],"domain_scores_gemma":[0.9977908,0.001313957,0.0005282114,0.00003544064,0.0002837322,0.00004785242],"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":[0.00006578369,0.00003519841,0.001479645,0.1009666,0.0006272632,0.00006953379,0.0001304857,0.0003616564,0.0003289852,0.00197395,0.00536897,0.8885921],"study_design_scores_gemma":[0.0000497592,0.0003904155,0.04186392,0.167732,0.004756563,0.002141931,0.0006520697,0.0004380622,0.001162422,0.003655222,0.7770481,0.0001096687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003233489,0.9992105,0.00003391358,0.00007439648,0.000029117,0.000003270967,0.00002153776,0.000001636266,0.0003023204],"genre_scores_gemma":[0.003407825,0.9962206,0.0001244613,0.00007465424,0.00002740821,0.000005939846,0.00003541708,7.862637e-7,0.0001028652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951931,"threshold_uncertainty_score":0.009557843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894121154644569,"score_gpt":0.2507598258793202,"score_spread":0.1918186143328745,"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."}}