{"id":"W2079054195","doi":"10.1038/srep01010","title":"Observing storm surges from space: Hurricane Igor off Newfoundland","year":2012,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"National Ocean Service; State Oceanic Administration; Fisheries and Oceans Canada; Canadian Space Agency; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Storm surge; Tide gauge; Storm; Surge; Climatology; Oceanography; Geology; Continental shelf; Meteorology; Sea level; Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007030199,0.0001617947,0.0002315616,0.0001032144,0.0004824725,0.000418197,0.000232656,0.00008670547,0.01370006],"category_scores_gemma":[0.0002251204,0.0001167242,0.0001047446,0.0005390862,0.0002870446,0.0005479608,0.00004900943,0.0002196605,0.0006085593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603437,"about_ca_system_score_gemma":0.00008878986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02721865,"about_ca_topic_score_gemma":0.02469469,"domain_scores_codex":[0.9972478,0.00009159042,0.0003675647,0.0005611895,0.0009000521,0.0008318633],"domain_scores_gemma":[0.9983736,0.0001793058,0.0001226269,0.000605341,0.00007563103,0.0006434604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001112366,0.00003162985,0.9662495,0.000007358334,0.00001062161,0.0001143824,0.0001119967,0.00003442185,0.0005422979,0.00002721859,0.004416253,0.02844321],"study_design_scores_gemma":[0.00005586982,0.00002057837,0.8215128,0.000009069473,0.000008124513,0.00004039672,0.00005796688,0.0001907946,0.0001595791,0.001601331,0.1761955,0.0001480372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853525,0.002935821,0.00005492409,0.0003989934,0.00760004,0.0001408557,0.00002070155,0.00007511905,0.003421105],"genre_scores_gemma":[0.9965121,0.00002635884,0.0006414075,0.00004455452,0.0006364105,0.000001661117,0.0002385192,0.000005099267,0.001893845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717792,"threshold_uncertainty_score":0.9931021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760332324086297,"score_gpt":0.2460120021728381,"score_spread":0.2184086789319751,"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."}}