{"id":"W6894288307","doi":"10.5282/rcc/5181","title":"The North Sea Flood of 1953","year":2018,"lang":"en","type":"article","venue":"Universitätsbibliothek der LMU","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Storm surge; Flood myth; Flooding (psychology); Extratropical cyclone; North sea; Storm; Coastal flood; Spring (device)","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":[0.0001339731,0.00009667371,0.0000824361,0.0002058139,0.0003137561,0.00003589976,0.000498086,0.00002581308,0.001965404],"category_scores_gemma":[0.000006625451,0.00006971099,0.00005062042,0.001499796,0.0004065306,0.0003870457,0.0003991365,0.00005915799,0.0007150189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005629982,"about_ca_system_score_gemma":0.00001154872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000668648,"about_ca_topic_score_gemma":0.003009804,"domain_scores_codex":[0.9991413,0.00003512364,0.0001056592,0.0001897193,0.0002914059,0.0002368405],"domain_scores_gemma":[0.9994562,0.00004125137,0.00007148534,0.0003531541,0.00001643912,0.00006147275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009226012,0.0002010299,0.5842538,0.00001234687,0.0002024985,0.00001963259,0.001094062,0.0002424554,0.0005645888,0.005705784,0.3880637,0.01954778],"study_design_scores_gemma":[0.0006052137,0.000205633,0.1966933,0.000007230818,0.00008312743,0.000001489936,0.0005893102,0.001655093,0.001191223,0.0004743885,0.7982924,0.0002016326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6929109,0.00007373728,0.003195569,0.000865148,0.0003215839,0.0003012027,0.00001058518,0.00006400406,0.3022572],"genre_scores_gemma":[0.9895712,0.0002160067,0.00116746,0.0001942609,0.00005931357,0.000001188619,0.000004397649,0.00001045514,0.008775766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4102287,"threshold_uncertainty_score":0.9989469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005108058276292063,"score_gpt":0.1997424237186303,"score_spread":0.1946343654423383,"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."}}