{"id":"W7064727994","doi":"","title":"Coastal Hazard Vulnerability Assessment: A Case Study of Erosion and Flooding on Herschel Island, Yukon Territory, Canada
\\n","year":2015,"lang":"en","type":"other","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Coastal erosion; Flooding (psychology); Flood myth; Coastal hazards; Coastal flood; Climate change; Erosion; Storm; Geohazard; Coastal management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007256803,0.001222812,0.001406106,0.0004121171,0.0006129803,0.0002201145,0.0005604148,0.0003867837,0.000585377],"category_scores_gemma":[0.00002952527,0.001147512,0.0002031207,0.0004087042,0.0002456527,0.000367995,0.0003885354,0.001048276,0.00002514683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004385884,"about_ca_system_score_gemma":0.002104179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7425634,"about_ca_topic_score_gemma":0.9408396,"domain_scores_codex":[0.9946772,0.0003438202,0.001160673,0.001297375,0.001319294,0.001201646],"domain_scores_gemma":[0.9970568,0.00008473729,0.0007675341,0.001146587,0.0001745733,0.0007697807],"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":[0.0003976124,0.002015948,0.619755,0.0006522046,0.001763588,0.0008358397,0.001609003,0.0004385439,0.001489298,0.00036302,0.365042,0.005637857],"study_design_scores_gemma":[0.02154731,0.002601987,0.02402593,0.002168352,0.001818907,0.0003094925,0.008269001,0.004886783,0.009293166,0.0001226657,0.9190019,0.005954555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368329,0.0006650547,0.0001222483,0.00008002771,0.002295313,0.001857784,0.009261561,0.0001390192,0.04874611],"genre_scores_gemma":[0.9822274,0.00003537607,0.0002025208,0.0000602806,0.001275128,0.0001419285,0.001551877,0.0003591616,0.0141463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5957291,"threshold_uncertainty_score":0.9990975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848844179098733,"score_gpt":0.2870008225022297,"score_spread":0.2685123807112424,"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."}}