{"id":"W7101399130","doi":"10.5281/zenodo.17423037","title":"Frozen stocks and hidden fluxes: quantifying mercury release from coastal erosion along the Yukon coast, Canada","year":2025,"lang":"","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Mercury (programming language); Permafrost; Methylmercury; Sediment; Coastal erosion; Arctic; Hydrology (agriculture); Thermokarst; Erosion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195255,0.0004995255,0.0002809919,0.001689953,0.001481222,0.001179662,0.0006194717,0.0003707098,0.0006520675],"category_scores_gemma":[0.0004897969,0.0002544422,0.0003442403,0.003430476,0.0004137612,0.0003302739,0.000628894,0.0002246849,0.0001405809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007798093,"about_ca_system_score_gemma":0.008202611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802026,"about_ca_topic_score_gemma":0.9899177,"domain_scores_codex":[0.9997837,0.000006723918,0.00001607571,0.00004938566,0.00008316922,0.00006089295],"domain_scores_gemma":[0.9995425,0.00002598332,0.00005308944,0.00001673257,0.0003094184,0.00005221137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004614274,0.00001684465,0.9863418,0.00004094169,0.00007088002,0.0002225723,0.0005236595,0.001454239,0.002021977,0.00005844516,0.000329999,0.008872428],"study_design_scores_gemma":[0.000003366099,0.000008693922,0.9956465,0.00001648947,0.00002163802,0.00004237203,0.001064718,0.002292416,0.0003066541,0.00001728838,0.0005707886,0.000009001845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962174,0.0001889717,0.0002134365,0.000028009,0.000002279596,0.00001688493,0.002399827,0.00001808925,0.0009150618],"genre_scores_gemma":[0.9950418,0.0002973469,0.0006632184,0.00002376588,0.000001208708,0.00001480199,0.002999593,0.000007990562,0.0009504098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979744,"threshold_uncertainty_score":0.05657935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666728343939079,"score_gpt":0.2577820912346336,"score_spread":0.2211148077952428,"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."}}