{"id":"W143061974","doi":"10.1016/s0967-0653(98)84957-0","title":"10.1016/s0967-0653(98)84957-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm surge; River delta; Coastal erosion; Oceanography; Delta; Saltwater intrusion; Hydrology (agriculture); Geology; River mouth; Sea level; Erosion; Sediment; Sediment transport; Storm; Environmental science; Groundwater; Shore; Aquifer; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00009063164,0.0001072415,0.00008929583,0.00001888698,0.00006508005,0.00002929839,0.0002235689,0.00002118722,0.9999018],"category_scores_gemma":[0.000006208371,0.00009781317,0.00004018887,0.0001667918,0.00004041149,0.00009044618,0.0008535773,0.00005163421,0.9998187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453105,"about_ca_system_score_gemma":0.000002072361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556924,"about_ca_topic_score_gemma":0.000005766088,"domain_scores_codex":[0.9992036,0.00001575895,0.0001069194,0.0002345804,0.0001997841,0.0002393147],"domain_scores_gemma":[0.9996087,0.000009593297,0.0000137913,0.0002404461,0.000002082521,0.0001253687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001402253,0.00002820459,1.200818e-7,0.000001053092,0.000002702029,0.000003507616,0.000006171607,0.000180776,0.000006439415,6.712122e-7,0.4049153,0.5948411],"study_design_scores_gemma":[0.0001198017,0.00008093012,0.0001427921,0.000002921634,0.000008206606,0.000001922737,8.189396e-7,0.0001462576,0.00002653864,0.00006133114,0.999267,0.0001414316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001966297,0.000003636569,0.000001841029,0.000473761,0.000001197122,0.0001670451,0.000003475881,0.00008157945,0.9990708],"genre_scores_gemma":[0.0001926618,2.125657e-7,0.0001165816,0.00009734184,0.00004149551,0.0000169998,0.000006462775,0.00001133303,0.9995169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5946996,"threshold_uncertainty_score":0.3988705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003979277636848752,"score_gpt":0.1517985567173054,"score_spread":0.1478192790804566,"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."}}