{"id":"W2889652082","doi":"10.1029/2018gl078748","title":"Mineral Weathering and the Permafrost Carbon‐Climate Feedback","year":2018,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; University of Alberta","funders":"Environment Canada; Alberta Innovates; Natural Resources Canada; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Arctic Institute of North America","keywords":"Thermokarst; Permafrost; Weathering; Carbonate; Arctic; Earth science; Geology; Carbon cycle; Carbon dioxide; Environmental chemistry; Sulfuric acid; Ocean acidification; Environmental science; Geochemistry; Climate change; Oceanography; Ecosystem; Chemistry; Ecology; Inorganic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001054921,0.000202182,0.0001656051,0.0002712019,0.0007684939,0.0004744611,0.0002097176,0.0002718893,0.001517228],"category_scores_gemma":[0.0002087841,0.0001059646,0.0001111886,0.0002940143,0.0004052884,0.0002742702,0.0003050562,0.0001716097,0.00009824301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066564,"about_ca_system_score_gemma":0.002050857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4285251,"about_ca_topic_score_gemma":0.5880219,"domain_scores_codex":[0.999938,0.00000436662,0.00000203129,0.000009682616,0.00001867335,0.00002719613],"domain_scores_gemma":[0.9999013,0.00001223637,0.00001769747,0.000004108431,0.00004025098,0.00002446132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006848667,0.00008359273,0.3566945,0.0002731186,0.0001585056,0.001002148,0.0007533153,0.02759459,0.5575758,0.007254052,0.002354746,0.04557079],"study_design_scores_gemma":[0.00002561911,0.00008115768,0.9363911,0.00002090301,0.00006488083,0.0002670826,0.001245928,0.02091118,0.02604191,0.004166805,0.01074042,0.00004300516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940148,0.0006653357,0.0005886062,0.0004349035,0.00001623413,0.000004120488,0.0002699966,0.00005319917,0.003952791],"genre_scores_gemma":[0.9993648,0.0001584431,0.0001305359,0.00002889721,0.000003207949,6.218946e-7,0.00003777972,0.000003377977,0.0002723631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4285251,"threshold_uncertainty_score":0.8520616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692128193484107,"score_gpt":0.2908194674886854,"score_spread":0.2438981855538443,"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."}}