{"id":"W6943716148","doi":"10.15488/15351","title":"Diverse values of nature for sustainability","year":2023,"lang":"en","type":"article","venue":"Institutional Repository of Leibniz Universität Hannover (Leibniz Universität Hannover)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación","keywords":"Sustainability; Ecosystem services; Valuation (finance); Biodiversity; Transformative learning; Sustainable development; Convention on Biological Diversity; Indigenous; Traditional knowledge; Ecosystem valuation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004191805,0.0003798605,0.0004521911,0.0004335526,0.0008412463,0.00002500721,0.0008410419,0.0003313517,0.0003568216],"category_scores_gemma":[0.00013119,0.0004356889,0.0003837028,0.001347329,0.00163939,0.002625718,0.001020386,0.0003005438,0.00006366246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153951,"about_ca_system_score_gemma":0.0002436384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009211347,"about_ca_topic_score_gemma":0.0000745326,"domain_scores_codex":[0.9970726,0.0001043251,0.0005199145,0.0007708778,0.00101591,0.000516404],"domain_scores_gemma":[0.9982617,0.0002052475,0.0004795881,0.0006189566,0.0002384367,0.0001960375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003104909,0.002104593,0.07585004,0.00108933,0.00142249,0.001000072,0.003260848,0.07977803,0.07753636,0.6792692,0.07297572,0.002608412],"study_design_scores_gemma":[0.006833468,0.0008937339,0.0986632,0.0002410969,0.0007019102,0.00005274713,0.01449917,0.003427128,0.02683498,0.01072293,0.8355551,0.001574564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175705,0.00006734092,0.00421988,0.001509908,0.001102853,0.001361404,0.0004303982,0.000234925,0.07350273],"genre_scores_gemma":[0.9807342,0.00002644114,0.0008356511,0.0002550028,0.00006116406,0.000006282545,0.0001635002,0.00001995317,0.01789784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7625793,"threshold_uncertainty_score":0.9998095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00879066028693633,"score_gpt":0.2238270267497593,"score_spread":0.215036366462823,"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."}}