{"id":"W1997529775","doi":"10.12952/journal.elementa.000032","title":"Sources and sinks of carbon in boreal ecosystems of interior Alaska: A review","year":2014,"lang":"en","type":"review","venue":"Elementa Science of the Anthropocene","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Permafrost; Boreal; Carbon sink; Carbon cycle; Ecosystem; Soil carbon; Taiga; Boreal ecosystem; Disturbance (geology); Climate change; Vegetation (pathology); Carbon sequestration; Global warming; Greenhouse gas; Ecology; Carbon dioxide; Soil water; Soil science; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589483,0.0002187708,0.001390507,0.0001939294,0.00006794019,0.00001564299,0.0008919007,0.00006673294,0.0005257698],"category_scores_gemma":[0.00007203254,0.0001272796,0.000168257,0.0008401945,0.00131007,0.00009533943,0.0001376091,0.000132662,0.000001995908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001241518,"about_ca_system_score_gemma":0.0001894235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281537,"about_ca_topic_score_gemma":0.006361783,"domain_scores_codex":[0.9978102,0.000165342,0.0009434246,0.0003230723,0.0004742668,0.0002836518],"domain_scores_gemma":[0.9983464,0.0001163479,0.000984997,0.0004322868,0.00005673154,0.00006325268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001032835,0.00004052113,0.1415931,0.110998,0.00004482005,0.000002342814,0.000357374,9.667343e-7,0.0000592874,0.00001053542,0.0003895991,0.7464932],"study_design_scores_gemma":[0.001104971,0.001613533,0.02718226,0.5454638,0.001489258,0.0001788594,0.001192125,0.000697376,0.002368154,0.00009312811,0.4170695,0.001546992],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02754265,0.9696673,1.050944e-7,0.00007555696,0.0003159769,0.0005520807,0.0008464907,0.000002413825,0.0009974162],"genre_scores_gemma":[0.03045803,0.9693542,0.00001349484,0.00002807601,0.00003742934,0.000002182133,0.00009321544,0.000004475132,0.000008867029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7449462,"threshold_uncertainty_score":0.9983224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098396942476756,"score_gpt":0.3169249739860571,"score_spread":0.2759410045612895,"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."}}