{"id":"W2228055857","doi":"","title":"Sustainability and the Civil Commons: Rural Communities in the Age of Globalisation [Book Review]","year":2005,"lang":"en","type":"article","venue":"Rural Society","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commons; Globalization; Sustainability; Civil society; Publishing; Project commissioning; Political science; Global commons; Sociology; Economic growth; Economics; Law; Politics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00201374,0.0001184763,0.0002330009,0.000002107656,0.0003204486,0.00004405695,0.000365584,0.00005894944,0.0001180503],"category_scores_gemma":[0.0001156823,0.00003228318,0.0001729659,0.0002515188,0.0006891421,0.0001938275,0.0001252616,0.0001826988,9.221114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116316,"about_ca_system_score_gemma":0.00001528538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027325,"about_ca_topic_score_gemma":0.003107866,"domain_scores_codex":[0.9985791,0.000589209,0.0003198742,0.00006875083,0.0002192732,0.0002238128],"domain_scores_gemma":[0.9990051,0.0006574037,0.00008816068,0.0001159341,0.0001123756,0.00002098326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002917311,0.000564144,0.3166483,0.00137786,0.000103313,0.000002214255,0.08533055,0.00002342308,0.000453713,0.0224781,0.3485749,0.2241517],"study_design_scores_gemma":[0.0004801896,0.00005092085,0.7045626,0.000128868,0.00002121695,0.000003778109,0.0846711,0.00008734287,0.00001258202,0.009543881,0.2002722,0.0001653376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553671,0.01788736,6.168484e-7,0.1254684,0.00001515149,0.0007535871,0.000007697347,0.00001784786,0.0004822317],"genre_scores_gemma":[0.9839316,0.007871002,0.00001055198,0.007837156,0.0000447586,0.00004490756,0.00006842624,4.439799e-7,0.0001911478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3879143,"threshold_uncertainty_score":0.4576431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177569466025059,"score_gpt":0.2346730862425789,"score_spread":0.2228973915823284,"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."}}