{"id":"W2061016676","doi":"10.1007/s00254-003-0827-9","title":"Retrospective analysis of the impacts of major hurricanes on sediments in the lower Everglades and Florida Bay","year":2003,"lang":"en","type":"article","venue":"Environmental Geology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; National Oceanic and Atmospheric Administration","keywords":"Sediment; Bay; Organic matter; Environmental science; Oceanography; Geology; Hydrology (agriculture); Subtropics; Nutrient; Geomorphology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.0003764692,0.00008430106,0.0002161582,0.0001128784,0.00007107053,0.000001886843,0.0001766126,0.00008703185,0.002174326],"category_scores_gemma":[0.0000526287,0.00004699286,0.00005866443,0.0002864344,0.0007659881,0.00002918963,0.00001734673,0.0001752361,0.00002121703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002349183,"about_ca_system_score_gemma":0.000009167942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945702,"about_ca_topic_score_gemma":0.002880816,"domain_scores_codex":[0.9988615,0.0004431756,0.0001559691,0.0001737348,0.0001561757,0.0002094433],"domain_scores_gemma":[0.9994374,0.0002578193,0.00007735133,0.0001979962,0.000002404334,0.00002701618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004652362,0.00005105275,0.998924,0.000002106283,0.0001237497,0.000007421591,0.0003645363,0.0002366308,0.00004195595,0.0001686602,0.00001149032,0.00002185188],"study_design_scores_gemma":[0.0002318907,0.0002614497,0.9983166,0.00000167471,0.0000676686,0.00001688467,0.0003130904,0.00007208657,0.0002382223,0.0003919655,0.00004515372,0.0000433263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996539,0.0002716409,5.341788e-7,0.0002712101,0.00008841093,0.0001144724,0.00002327128,0.000001149469,0.002690323],"genre_scores_gemma":[0.9996268,0.00006165411,0.00001437061,0.0001900195,0.000004709686,0.00000137896,0.00001324476,9.8125e-7,0.00008679907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003087855,"threshold_uncertainty_score":0.9987378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006239816218795785,"score_gpt":0.2109238281028455,"score_spread":0.2046840118840497,"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."}}