{"id":"W324030672","doi":"10.5751/es-01353-100214","title":"Ecosystem Services and Human Well-Being: a Participatory Study in a Mountain Community in Portugal","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem services; Citizen journalism; Ecosystem; Environmental resource management; Geography; Well-being; Environmental planning; Total human ecosystem; Ecology; Environmental protection; Ecosystem health; Political science; Environmental science; 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":[0.001167282,0.000105751,0.0002089678,0.00001684742,0.0002909821,0.00001983889,0.0001233632,0.0001154365,0.0002010927],"category_scores_gemma":[0.000001486989,0.00009240632,0.0000221506,0.00008717925,0.0000291619,0.0001983924,0.0002218819,0.0002412561,0.00003366061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009733102,"about_ca_system_score_gemma":0.000004795452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599269,"about_ca_topic_score_gemma":0.4521021,"domain_scores_codex":[0.9989409,0.0003103577,0.0002388685,0.0001928449,0.00006690415,0.0002501363],"domain_scores_gemma":[0.9996719,0.00006833601,0.00005422965,0.0001413013,0.000002174671,0.00006204251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005399327,0.0003199805,0.9715118,0.00004582557,0.00001093857,0.000006610432,0.02783989,0.000135012,0.0000295327,0.00002330832,0.00002650763,0.00004514952],"study_design_scores_gemma":[0.0008476631,0.0001208856,0.9789559,0.00001334489,0.000009363138,0.00000419337,0.0162495,0.00317462,0.00000885075,0.0001715571,0.000339471,0.0001046665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979693,0.00003226071,1.016691e-7,0.0001273937,0.00002410651,0.0002540042,0.000001306678,0.00001625049,0.001575326],"genre_scores_gemma":[0.9994075,0.00002051627,0.00001595477,0.0004607237,0.0000207729,0.00004467494,0.000002756184,0.00000546419,0.00002157792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4485028,"threshold_uncertainty_score":0.5578957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578516342835627,"score_gpt":0.2581767997107276,"score_spread":0.2423916362823713,"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."}}