{"id":"W2384127289","doi":"","title":"Ecological security evaluation of grassland based on combined weight on principle of relative entropy: A case of Yellow River water source areas of Gannan","year":2012,"lang":"en","type":"article","venue":"Ganhanqu ziyuan yu huanjing","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Grassland; Analytic hierarchy process; Environmental science; Entropy (arrow of time); Food security; Agriculture; Hydrology (agriculture); Ecology; Mathematics; Geology; Operations research","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":[0.001652981,0.0001725831,0.0003235297,0.00006060533,0.00007903722,0.000002342351,0.0001207876,0.0001397655,0.001589832],"category_scores_gemma":[0.0001386593,0.0001318214,0.0001297328,0.0001253323,0.0004954238,0.0001749572,0.00009918612,0.0001518331,0.00004583049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087144,"about_ca_system_score_gemma":0.000009272902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001711942,"about_ca_topic_score_gemma":0.00003527362,"domain_scores_codex":[0.9977654,0.0005471223,0.0004996113,0.0002366229,0.0006693274,0.0002819691],"domain_scores_gemma":[0.9989688,0.0002216929,0.0003881784,0.0003019779,0.00002043347,0.0000989039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001315069,0.005645793,0.7495341,0.000238314,0.000132317,0.00001563989,0.01985556,0.0272339,0.1917961,0.002037268,0.0001368811,0.002059023],"study_design_scores_gemma":[0.002423517,0.001250037,0.3743029,0.0001344022,0.0002050778,0.00001104158,0.0003955316,0.02681995,0.5924994,0.001491881,0.0002025402,0.0002637076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975885,0.00001347137,0.0002911785,0.00005100851,0.00007534432,0.0004246642,0.00003749555,0.000009103805,0.001509191],"genre_scores_gemma":[0.9996239,0.000003929524,0.0002013975,0.0000393034,0.00001865213,0.000009638789,0.00003355041,0.00001188178,0.00005772822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007033,"threshold_uncertainty_score":0.9993228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459579931023189,"score_gpt":0.2726723287696449,"score_spread":0.248076529459413,"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."}}