{"id":"W2944396897","doi":"10.5751/es-10744-240213","title":"Land-use elements and attributed ecosystem services: an archetype approach to land-use evaluation at the German North Sea coast","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archetype; German; Ecosystem services; Environmental resource management; Land use; Ecosystem; Geography; Ecology; Environmental science; Archaeology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007838563,0.0007409758,0.0006003393,0.01035688,0.001553325,0.004678044,0.000836722,0.0006886111,0.002212756],"category_scores_gemma":[0.01009677,0.0003183921,0.0009386878,0.006853838,0.003088541,0.003740796,0.003990013,0.001318611,0.0002089819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00608187,"about_ca_system_score_gemma":0.004981702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03890798,"about_ca_topic_score_gemma":0.0508918,"domain_scores_codex":[0.9947127,0.002654713,0.0005315954,0.0002867742,0.001621048,0.0001931641],"domain_scores_gemma":[0.994501,0.002299686,0.0006070499,0.0005086291,0.001827587,0.0002561081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002133263,0.0002031532,0.1134775,0.0008780364,0.0003764537,0.0007597457,0.007302912,0.02522263,0.002449545,0.4768717,0.01002875,0.3622161],"study_design_scores_gemma":[0.00005572471,0.000318135,0.1523548,0.002216981,0.0003750194,0.0008384938,0.03504443,0.1129068,0.004944083,0.5730984,0.117648,0.0001991108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4789006,0.009648467,0.3614968,0.01249974,0.0002405508,0.001231126,0.004987408,0.0002413822,0.1307539],"genre_scores_gemma":[0.8703462,0.002706127,0.1211025,0.0003414002,0.00004427215,0.0004735262,0.001693465,0.00006390017,0.003228528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03890798,"threshold_uncertainty_score":0.07736301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154377042026694,"score_gpt":0.2468960366928699,"score_spread":0.225352266272603,"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."}}