{"id":"W3009908883","doi":"","title":"A watershed approach to quantify the impacts of permafrost disturbances on the hydrogeochemistry of streams in the Richardson Mountains and Peel Plateau region, northwestern Canada.","year":2014,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Watershed; STREAMS; Plateau (mathematics); Hydrology (agriculture); Physical geography; Geology; Geography; Environmental science; Water resource management; Oceanography","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":[0.000393197,0.0002516549,0.000200697,0.001624621,0.0008047521,0.001017336,0.0005432801,0.0003234994,0.001171529],"category_scores_gemma":[0.0008517369,0.0001072025,0.000309918,0.002581294,0.0004118801,0.0002611495,0.0006687721,0.0002892188,0.0000862481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054099,"about_ca_system_score_gemma":0.01272813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9493269,"about_ca_topic_score_gemma":0.9770275,"domain_scores_codex":[0.9998118,0.00003455797,0.000008411324,0.00003845185,0.00005199985,0.00005474223],"domain_scores_gemma":[0.9998178,0.00002288211,0.00002350654,0.00001108486,0.00008017863,0.00004462523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289098,0.0002245908,0.865675,0.00006213389,0.0003467163,0.0002164442,0.000654202,0.07723317,0.002580449,0.005359133,0.002152191,0.04536711],"study_design_scores_gemma":[0.00003568372,0.00003776154,0.8694119,0.00002856631,0.00008003502,0.00004392413,0.002459934,0.1203861,0.0008334485,0.001800216,0.004863503,0.00001889161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843412,0.0001945487,0.0065161,0.0001552989,0.000005378752,0.0001884473,0.004962935,0.0001113622,0.003524778],"genre_scores_gemma":[0.9860933,0.0001024827,0.01022033,0.00001460005,0.000002557709,0.00008838977,0.002027423,0.00001341177,0.00143738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05067313,"threshold_uncertainty_score":0.1019431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296415024662889,"score_gpt":0.211597362328647,"score_spread":0.1886332120820181,"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."}}