{"id":"W2787130365","doi":"10.5751/es-09848-230115","title":"Ecosystem services, social interdependencies, and collective action: a conceptual framework","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de la Recherche Agronomique","keywords":"Interdependence; Collective action; Framing (construction); Ecosystem services; Citizen journalism; Conceptual framework; Sociology; Knowledge management; Business; Political science; Ecology; Computer science; Ecosystem; Social science; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001999112,0.0001072826,0.0001672511,0.000006272272,0.0007871778,0.00003467564,0.00009436645,0.0002636776,0.0014451],"category_scores_gemma":[0.000003555006,0.00009007742,0.00004079051,0.00009827709,0.0001739106,0.0001684953,0.0002054226,0.0001428792,0.0001575022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031928,"about_ca_system_score_gemma":0.00001536178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008190199,"about_ca_topic_score_gemma":0.005897973,"domain_scores_codex":[0.9992372,0.00006603344,0.0001231957,0.0002746873,0.0000804321,0.0002184627],"domain_scores_gemma":[0.9997053,0.00008000304,0.00006694352,0.00007076812,0.00001220759,0.00006474875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020902,0.0001111909,0.8413116,0.0001785773,0.0002810168,0.000008374301,0.1346745,0.000003861856,0.0002958092,0.001083608,0.02065606,0.001293283],"study_design_scores_gemma":[0.001090748,0.0005101595,0.9218931,0.00004039724,0.00007344868,0.0000790991,0.03409124,0.003251639,0.0002315552,0.005480148,0.03282671,0.0004317627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948197,0.00005007874,0.00003649085,0.0002933443,0.0003128477,0.0001255069,0.00001252223,0.00003566713,0.004313822],"genre_scores_gemma":[0.9980389,0.0000512961,0.0002430552,0.001064271,0.0003059823,0.00001783011,0.000003068361,0.000006311248,0.0002692585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005832,"threshold_uncertainty_score":0.9994677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177904521237503,"score_gpt":0.2378249047316125,"score_spread":0.2260458595192374,"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."}}