{"id":"W2363080379","doi":"","title":"The change of land use/cover in Shulehe River","year":2012,"lang":"en","type":"article","venue":"Ganhanqu ziyuan yu huanjing","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Land use; Grassland; Land cover; Land use, land-use change and forestry; Land development; Physical geography; Environmental science; Geography; Environmental change; Hydrology (agriculture); Cultivated land; Global change; Climate change; Ecology; Geology","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":[0.0007941611,0.00009531431,0.000116219,0.00002929667,0.0001912906,0.00001767676,0.000289728,0.00007359216,0.0003733457],"category_scores_gemma":[0.0001000485,0.00006621611,0.00003322087,0.0002402604,0.0003536253,0.0007047662,0.000191227,0.000136125,0.0005510806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006756304,"about_ca_system_score_gemma":0.000005226515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00066218,"about_ca_topic_score_gemma":0.001077931,"domain_scores_codex":[0.998885,0.00007331643,0.0001712934,0.0001653989,0.0002134456,0.000491535],"domain_scores_gemma":[0.9993953,0.0002457204,0.00007864333,0.0001924392,0.000003743327,0.00008413482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008979033,0.00003172832,0.9947296,0.00000192376,0.000002417867,0.000003037428,0.001639508,0.00004637276,0.001209013,0.00024652,0.0003278599,0.001752978],"study_design_scores_gemma":[0.0001256406,0.00001511238,0.9905174,0.00001028499,0.000003968452,0.00000616839,0.00005276024,0.0003578322,0.0006573856,0.0002036237,0.007954646,0.00009513405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929351,0.0001015264,0.00002402323,0.0001660159,0.0002884474,0.000132173,0.000004489365,0.00001394416,0.006334252],"genre_scores_gemma":[0.9988911,0.00006242451,0.0001260483,0.0002486307,0.00005586074,0.00001195547,0.000001583322,0.000005678313,0.0005967206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007626786,"threshold_uncertainty_score":0.708321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376657763960831,"score_gpt":0.2290731183070522,"score_spread":0.1953065406674439,"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."}}