{"id":"W2783558421","doi":"10.5751/es-09773-230102","title":"The agrarian metabolism as a tool for assessing agrarian sustainability, and its application to Spanish agriculture (1960-2008)","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Agrarian society; Sustainability; Agriculture; Political science; Geography; Agricultural science; Ecology; Biology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006448679,0.0001774071,0.0001690726,0.00000528592,0.001609296,0.000116561,0.0001620918,0.0002396436,0.00007700087],"category_scores_gemma":[0.0002715429,0.0001094704,0.00008814806,0.0001507066,0.0005519869,0.0003213361,0.0002749145,0.0001602941,0.00007512257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566431,"about_ca_system_score_gemma":0.00002337624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424781,"about_ca_topic_score_gemma":0.0002428546,"domain_scores_codex":[0.9987329,0.00008971339,0.0001771197,0.0004473125,0.0001168472,0.0004361205],"domain_scores_gemma":[0.9993844,0.0001723762,0.00007119975,0.0001720522,0.00004320254,0.0001567555],"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":[0.0004581205,0.001911957,0.3264155,0.0003976982,0.0006201752,0.00001029953,0.07307258,0.0004187899,0.05197243,0.02909366,0.3982652,0.1173636],"study_design_scores_gemma":[0.0003090197,0.0001768619,0.8215833,0.000001496075,0.00004433859,0.00001359736,0.00455941,0.0001179423,0.0003288262,0.007117139,0.1655416,0.0002064373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897318,0.00008957773,0.0003807639,0.006850285,0.0001267248,0.001473446,0.0000150561,0.00003532139,0.001296983],"genre_scores_gemma":[0.9957857,0.00005809877,0.0005565587,0.00163724,0.000171676,0.0002149863,0.00001729136,0.000005641647,0.001552809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4951678,"threshold_uncertainty_score":0.9996905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004476460446649518,"score_gpt":0.2422164803154425,"score_spread":0.237740019868793,"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."}}