{"id":"W4235474242","doi":"10.1002/047147844x.gw1011","title":"Saline Seep","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum seep; Soil salinity; Irrigation; Saline water; Human settlement; Geography; Saline; Population; Agriculture; Environmental science; Hydrology (agriculture); Agronomy; Salinity; Ecology; Biology; Geology; Archaeology","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":[0.00005018724,0.0002510042,0.0002167019,0.00003552468,0.00004431117,0.00004567797,0.0004312644,0.0002970559,0.009970015],"category_scores_gemma":[0.000004135144,0.00006702339,0.0000818326,0.00009838212,0.00005442712,0.00003476947,0.0002346363,0.0001351752,0.002426186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628663,"about_ca_system_score_gemma":0.000001816789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007036347,"about_ca_topic_score_gemma":0.001296152,"domain_scores_codex":[0.998984,0.00001318841,0.0001406066,0.0003454113,0.0001568239,0.0003599516],"domain_scores_gemma":[0.9997945,0.000006572166,0.000048154,0.000101166,0.000008333626,0.00004129054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004315239,0.00006677416,0.0006769109,0.00003900456,0.00005333568,0.00005653587,0.00003968535,4.227594e-7,0.002378659,0.0004018446,0.9403971,0.05588536],"study_design_scores_gemma":[0.00007342958,0.00004641434,0.0005100159,0.00003753646,0.00001901024,0.000001126896,0.00001638879,1.48352e-7,0.0007642125,0.001819791,0.9964405,0.0002713922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005400007,0.0003154706,0.000001999405,0.001488278,0.0004720324,0.000293765,0.00004738255,0.001441883,0.9905392],"genre_scores_gemma":[0.008343649,0.000740628,0.0001531042,0.0001331958,0.001029924,0.00003083085,0.0005455654,0.00001674206,0.9890063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05604338,"threshold_uncertainty_score":0.9983506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007913360162346303,"score_gpt":0.17880034237076,"score_spread":0.1708869822084136,"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."}}