{"id":"W6991653409","doi":"","title":"Impact of modern thermokarst on mineral element release: case study in Cape Bounty, Canada","year":2019,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Thermokarst; Nutrient; Mineral; Arctic; Soil water; Mineral exploration","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":[0.0002170085,0.000461903,0.0003076087,0.001256139,0.004471996,0.001398058,0.001084473,0.0008686517,0.001664421],"category_scores_gemma":[0.0006177951,0.0002769579,0.0003423465,0.002776159,0.001287272,0.0003355321,0.0009173235,0.0005844385,0.0001307096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02956398,"about_ca_system_score_gemma":0.02328457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927773,"about_ca_topic_score_gemma":0.9976619,"domain_scores_codex":[0.9996756,0.00001844152,0.000008406314,0.00003837642,0.0001095821,0.0001495038],"domain_scores_gemma":[0.9995135,0.0000513961,0.0000563514,0.00001374137,0.0001619341,0.0002030951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003500024,0.0005101215,0.851328,0.0003402279,0.0001693032,0.07285552,0.01553982,0.006541397,0.00816096,0.001970754,0.005137144,0.03709686],"study_design_scores_gemma":[0.00003239718,0.0001304971,0.9388975,0.0001499605,0.00007350847,0.004213673,0.03769406,0.005349691,0.0012205,0.0002647545,0.01190083,0.00007254945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941463,0.0004190954,0.0001134028,0.0002654765,0.000006845943,0.00005192648,0.0005256057,0.000009801133,0.004461536],"genre_scores_gemma":[0.9952338,0.0006296888,0.0004256541,0.0001263799,0.000004443637,0.00001150894,0.0002652144,0.000009300066,0.003294126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956398,"threshold_uncertainty_score":0.2145028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381108124559953,"score_gpt":0.2134491957438656,"score_spread":0.1996381144982661,"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."}}