{"id":"W2040092496","doi":"10.1016/j.jenvman.2011.12.015","title":"A multivariate analysis for evaluating the environmental and economical aspects of agroecosystem sustainability in central Italy","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Agroecosystem; Agroecology; Sustainability; Mixed farming; Cropping; Agriculture; Productivity; Organic farming; Livestock; Agroforestry; Ecological farming; Multivariate statistics; Business; Agricultural science; Agricultural economics; Geography; Environmental science; Economics; Ecology; Forestry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887443,0.0002241491,0.0005048909,0.0001532413,0.0001116437,0.00002909324,0.0002988432,0.00005821331,0.0004350112],"category_scores_gemma":[0.00003361477,0.0001481344,0.0003691499,0.0002174111,0.0001715317,0.0004811979,0.0003647636,0.0001344654,0.000007288669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099294,"about_ca_system_score_gemma":0.000005195141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604127,"about_ca_topic_score_gemma":0.00004601484,"domain_scores_codex":[0.9975068,0.0002453722,0.0009659627,0.0002715416,0.000478241,0.0005320691],"domain_scores_gemma":[0.9986323,0.0001752259,0.0007589502,0.0002569477,0.00000389363,0.0001727037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495636,0.0005974355,0.9680362,0.00007129557,0.00100529,0.00001028661,0.001231329,0.01892209,0.004379376,0.0002327238,0.00003380415,0.00533064],"study_design_scores_gemma":[0.0009021225,0.0002080584,0.9844471,0.00001042222,0.0009241779,0.00001546961,0.009388739,0.003093174,0.0001830465,0.0002531154,0.0004077147,0.000166919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977851,0.0003316869,0.0004572703,0.0002096652,0.00007220337,0.0008550096,0.00001565697,0.00000274326,0.000270696],"genre_scores_gemma":[0.9989917,0.00004584617,0.0006698904,0.00002664338,0.00005302062,0.00003575916,0.000005278939,0.00001206858,0.0001598113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641087,"threshold_uncertainty_score":0.6040747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008811275654781976,"score_gpt":0.2395687667578075,"score_spread":0.2307574911030255,"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."}}