{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562867,0.000158716,0.0004489163,0.00007022277,0.00003662717,0.000007355861,0.00009742855,0.00003658598,0.00004625032],"category_scores_gemma":[0.000006336244,0.0001270014,0.0000242707,0.0002115929,0.0003207058,0.00006726346,0.0001969617,0.00008220346,0.0000900263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007612662,"about_ca_system_score_gemma":0.000006380866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005921585,"about_ca_topic_score_gemma":0.007838618,"domain_scores_codex":[0.9990104,0.0002266136,0.0002590952,0.000335339,0.00005775735,0.0001107847],"domain_scores_gemma":[0.9994084,0.00005194757,0.0003381086,0.000162183,0.000003905648,0.00003541556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001606322,0.00002237388,0.7574486,0.001053825,0.00002794985,0.000001468605,0.00003291522,0.000003067349,0.00000491494,0.00002582054,0.0004576684,0.2409054],"study_design_scores_gemma":[0.0001564242,0.0001044832,0.4025128,0.0001794368,0.00005132424,0.000002349102,0.0000241171,0.00001979093,2.324148e-7,0.000001153854,0.5968395,0.000108424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7411821,0.2537199,0.0002798561,0.0006698339,0.0001765545,0.0021313,0.0003012988,0.00005123339,0.00148784],"genre_scores_gemma":[0.02648627,0.9716771,0.0002989816,0.001037236,0.000005555715,0.00001692399,0.0003608687,0.00001284196,0.0001042183],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7179572,"threshold_uncertainty_score":0.5178967,"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."}}