{"id":"W2378493236","doi":"","title":"Peat dynamic effect on driving salinity movement","year":2003,"lang":"en","type":"article","venue":"Ganhan diqu nongye yanjiu","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Salinity; Environmental science; Soil science; Hydrology (agriculture); Geology; Geotechnical engineering; Geography; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001130054,0.0002286339,0.0002886303,0.0001449963,0.0003507645,0.00003958197,0.0002780158,0.0001923849,0.005413946],"category_scores_gemma":[0.0003222364,0.0001836611,0.0001014335,0.0002234849,0.0001852314,0.00009312916,0.00001575835,0.0004557943,0.003971209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004119097,"about_ca_system_score_gemma":0.00005671211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005534,"about_ca_topic_score_gemma":0.005411641,"domain_scores_codex":[0.9976538,0.0007085594,0.0002241182,0.0004354112,0.0002926737,0.0006853921],"domain_scores_gemma":[0.9985237,0.0007936069,0.00006073932,0.0003776982,0.00003168721,0.0002125967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005102948,0.00003037377,0.9972974,0.00002304224,0.00003001875,0.00008222979,0.00007394181,0.0001712129,0.00003888665,0.0001603344,0.000160481,0.001881046],"study_design_scores_gemma":[0.000519923,0.0006766084,0.9942116,0.00002632323,0.00001656493,0.00003770916,0.00004525939,0.0006720976,0.00140665,0.001399556,0.0007518876,0.0002357852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423464,0.0002167181,0.00003813111,0.0002290442,0.0005192679,0.0002809362,0.00001143489,0.00007186581,0.0562862],"genre_scores_gemma":[0.9976425,0.0000407783,0.0001415528,0.0003892901,0.00003436074,0.00000471946,0.00007834345,0.000006166128,0.001662265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05529613,"threshold_uncertainty_score":0.9968043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004274258930929,"score_gpt":0.2485208576597536,"score_spread":0.2384781150704443,"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."}}