{"id":"W1656843456","doi":"10.1029/2007gl030689","title":"Mobilization pathways of organic carbon from permafrost to arctic rivers in a changing climate","year":2007,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":304,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Permafrost; Dissolved organic carbon; Total organic carbon; Soil carbon; Arctic; Environmental science; Subarctic climate; Hydrology (agriculture); Leaching (pedology); Geology; Oceanography; Environmental chemistry; Soil water; Soil science; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026482,0.0001264232,0.0002068865,0.0006328841,0.000116914,0.00003756601,0.0002545949,0.00005694446,0.0007797615],"category_scores_gemma":[0.0001427308,0.0001182167,0.0000503893,0.001726797,0.0001258378,0.0001206202,0.00007704636,0.0002999976,0.0002492589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003957953,"about_ca_system_score_gemma":0.0000267224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01686916,"about_ca_topic_score_gemma":0.02696531,"domain_scores_codex":[0.9975519,0.0001282286,0.0002406304,0.0003486645,0.000665448,0.001065099],"domain_scores_gemma":[0.9987766,0.0006516922,0.00003904762,0.0002354551,0.00007690635,0.0002203547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774337,0.00004476067,0.6180962,0.00004936762,0.000007175837,0.00008846534,0.005051961,0.0001621087,0.3735097,0.00002103817,0.00004549127,0.002746237],"study_design_scores_gemma":[0.0003497764,0.0001642108,0.9880364,0.0001151934,0.00000490415,0.000001012889,0.001925244,0.002611586,0.006307228,0.0002082233,0.00009688244,0.0001793173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977052,0.00004885098,0.00002670316,0.0006385789,0.0001245012,0.0002860632,0.0007334318,0.00001586912,0.0004208068],"genre_scores_gemma":[0.9982033,0.00004595387,0.00004464234,0.0005548774,0.0002419649,0.000002604713,0.0008897175,0.000008081105,0.000008901121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3699402,"threshold_uncertainty_score":0.99079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957383520562827,"score_gpt":0.2878246582033147,"score_spread":0.2382508229976864,"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."}}