{"id":"W2002056638","doi":"10.1016/j.cosust.2015.02.006","title":"The role of cultural ecosystem services in landscape management and planning","year":2015,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":366,"is_retracted":false,"has_abstract":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Ecosystem services; Sustainability; Business; Landscape planning; Environmental resource management; Cultural landscape; Context (archaeology); Ecosystem; Environmental planning; Geography; Ecology; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786014,0.0001404301,0.0001608238,0.00003275447,0.00007266761,0.00002844391,0.0002297804,0.00004282936,0.00003072623],"category_scores_gemma":[0.000006274146,0.00009529539,0.00002786454,0.0001294823,0.000048379,0.0002714325,0.0004429406,0.0001017887,0.00001388441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379014,"about_ca_system_score_gemma":0.00000485294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133225,"about_ca_topic_score_gemma":0.0002123466,"domain_scores_codex":[0.9986701,0.0001217069,0.0003557957,0.0003033945,0.0002632116,0.0002858007],"domain_scores_gemma":[0.9995418,0.00003734558,0.0001031613,0.0002237303,0.000003337316,0.0000906956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004673134,0.0001171048,0.9863412,0.0002674642,0.000003462484,8.47255e-7,0.002304861,0.002807752,0.000002812326,0.00003586012,0.00002438456,0.008047482],"study_design_scores_gemma":[0.0007243931,0.00004350146,0.9038088,0.000110323,0.000003987409,0.000002536103,0.0603811,0.007338931,0.00002208125,0.002332773,0.02507745,0.0001541387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945489,0.003991805,0.00000155837,0.00004528257,0.0003250908,0.0004671902,0.000008226897,0.000009043788,0.0006028639],"genre_scores_gemma":[0.999487,0.0003824069,0.00001115377,0.000002491752,0.00002933422,0.00005987833,0.00001632502,0.000005947373,0.000005418017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08253244,"threshold_uncertainty_score":0.3886033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201803773546442,"score_gpt":0.2571412175105554,"score_spread":0.2451231797750909,"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."}}