{"id":"W2184058697","doi":"10.5751/es-08054-200429","title":"&amp;#8220;A shepherd has to invent&amp;#8221;: Poetic analysis of social-ecological change in the cultural landscape of the central Spanish Pyrenees","year":2015,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"US-UK Fulbright Commission; Colorado State University","keywords":"Poetry; Cultural landscape; Geography; Climate change; Ecology; Environmental resource management; History; Environmental ethics; Archaeology; Literature; Art; Environmental science; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283118,0.00009780094,0.0002734585,0.00001401672,0.0001635705,0.00001768297,0.0002994328,0.0001548911,0.0005733112],"category_scores_gemma":[0.00002493948,0.00005023013,0.0001723904,0.0005052097,0.0001340985,0.00007667384,0.0002044825,0.0001052072,0.00001651691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004839435,"about_ca_system_score_gemma":0.00001246459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008298107,"about_ca_topic_score_gemma":0.04549196,"domain_scores_codex":[0.9989958,0.0001923314,0.0002133623,0.0001800139,0.0001625689,0.0002558791],"domain_scores_gemma":[0.9996031,0.00008053355,0.0001015629,0.000144305,0.00001223693,0.00005827232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008804419,0.00009736432,0.9508779,0.000013273,0.00008824046,3.07263e-7,0.04465944,0.0001863442,0.00007158626,0.00004550741,0.003919703,0.00003151194],"study_design_scores_gemma":[0.0002364912,0.00004480695,0.9915797,0.000003092629,0.0001517794,0.000001176658,0.003210715,0.0002803484,0.000010216,0.0001018974,0.004309691,0.00007006177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966714,0.0000535611,0.000001672299,0.002323619,0.00009811375,0.0001942186,0.00001862152,0.000006105824,0.0006326433],"genre_scores_gemma":[0.9984211,0.00003705994,0.00006651071,0.001319876,0.00004308968,0.00002471545,0.00001354111,0.000002928607,0.00007112169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04466215,"threshold_uncertainty_score":0.9719253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333654851992159,"score_gpt":0.2668296751819735,"score_spread":0.2134931266620519,"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."}}