{"id":"W1999759947","doi":"10.1016/j.ecolind.2011.12.014","title":"Soil quality in Life Cycle Assessment: Towards development of an indicator","year":2012,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"European Commission","keywords":"Soil quality; Environmental science; Life-cycle assessment; Soil functions; Agriculture; Environmental resource management; Soil water; Sustainable development; Impact assessment; Environmental quality; Environmental impact assessment; Soil fertility; Soil biodiversity; Soil science; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001519623,0.0001763549,0.0003503105,0.00005923413,0.0001257137,0.00001876019,0.0003836765,0.0002803573,0.00118386],"category_scores_gemma":[0.0001624859,0.0000732995,0.00009180693,0.000571991,0.000128374,0.0001694554,0.0001555259,0.0002585103,0.00003700408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183886,"about_ca_system_score_gemma":0.00008478326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320861,"about_ca_topic_score_gemma":0.0008862866,"domain_scores_codex":[0.9979127,0.000298356,0.0006025858,0.0002891403,0.0003699686,0.0005272654],"domain_scores_gemma":[0.9989966,0.0001781497,0.0002615926,0.00008297824,0.00001863007,0.0004620951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002440209,0.001581632,0.9439814,0.000008055074,0.00001953002,0.000002029909,0.0003373339,0.000005498533,0.003429398,0.001116762,0.0000109665,0.04948296],"study_design_scores_gemma":[0.000183719,0.0001322546,0.9963867,0.000003395448,0.000005213206,9.404468e-7,0.0004930865,0.0001268189,0.001764171,0.0001789722,0.0005238342,0.0002008617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970315,0.00005661222,0.000002075125,0.0001420144,0.0001305749,0.0001758432,0.00001711374,0.00006765172,0.002376675],"genre_scores_gemma":[0.9985248,0.000007482979,0.0008916543,0.0003446932,0.0001062818,0.00004627108,0.00006763397,0.000001503142,0.000009658203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0524053,"threshold_uncertainty_score":0.9997292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207200417692355,"score_gpt":0.3007874149537588,"score_spread":0.2687154107768353,"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."}}