{"id":"W2056063894","doi":"10.1016/j.jenvrad.2005.07.004","title":"Sediment deposition rate in the Falefa River basin, Upolu Island, Samoa","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Radioactivity","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Floodplain; Geology; Deposition (geology); Sediment; Hydrology (agriculture); Fluvial; Alluvium; Sedimentation; Drainage basin; Alluvial plain; Structural basin; Accretion (finance); Sediment transport; Storm; Oceanography; Geomorphology; Geography; Paleontology","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":[0.001081739,0.0001857329,0.0002144982,0.00006807521,0.0001246878,0.00003775179,0.0003341844,0.00005453483,0.001216745],"category_scores_gemma":[0.000007879901,0.0001305138,0.0001483585,0.0001132404,0.0001776936,0.000856809,0.0001174395,0.000326087,0.0001664391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000808424,"about_ca_system_score_gemma":0.000006751741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156371,"about_ca_topic_score_gemma":0.000227868,"domain_scores_codex":[0.9982204,0.0002974458,0.000375099,0.0002022031,0.0006191179,0.00028574],"domain_scores_gemma":[0.9993048,0.00009263033,0.0002976202,0.0002174654,0.000001282435,0.00008618112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005707361,0.006674747,0.61049,0.00002003636,0.0002663834,0.0004467513,0.005448866,0.02904876,0.09889194,0.0001231925,0.0276406,0.220378],"study_design_scores_gemma":[0.001511912,0.000309161,0.9448503,0.00001573534,0.00008482805,0.00009606458,0.0004008156,0.001696566,0.00479948,0.0001306088,0.04588018,0.0002244051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922557,0.0001121157,0.001833432,0.001751572,0.0001663626,0.000276397,0.000008260962,0.000005009505,0.003591094],"genre_scores_gemma":[0.9966884,0.0003666249,0.001650871,0.0008189614,0.000178616,0.000007444526,0.000003163749,0.00001256097,0.0002733458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3343603,"threshold_uncertainty_score":0.9996963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005044094760010654,"score_gpt":0.2094302684757237,"score_spread":0.204386173715713,"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."}}