{"id":"W6907036349","doi":"10.18452/24988","title":"Contribution of permafrost soils to the global carbon budget","year":2013,"lang":"en","type":"article","venue":"edoc Publication server (Humboldt University of Berlin)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; ArcticNet","keywords":"Permafrost; Soil carbon; Carbon fibers; Vegetation (pathology); Carbon cycle; Global warming; Climate change; Soil water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002679589,0.0001035798,0.000180772,0.00006855775,0.000145249,0.00005298541,0.0004634679,0.00008107022,0.005923682],"category_scores_gemma":[0.00005159436,0.0000917891,0.00008086921,0.0005084692,0.0001041372,0.0004912206,0.00004724469,0.00007211751,0.0003867024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014519,"about_ca_system_score_gemma":0.00006964868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03818801,"about_ca_topic_score_gemma":0.03613026,"domain_scores_codex":[0.999007,0.00008349939,0.0001939142,0.0002068432,0.0002865754,0.0002221993],"domain_scores_gemma":[0.9986153,0.00006710998,0.0001847912,0.0003396317,0.0006500208,0.0001431617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003672935,0.00004030306,0.9815093,0.00001818133,0.00002920863,6.588193e-7,0.0008912855,0.0001347701,0.0002549527,0.000777903,0.01372742,0.00257927],"study_design_scores_gemma":[0.0003100584,0.00006337628,0.9655483,0.000011509,0.00002313904,0.000002472485,0.0007943941,0.001785045,0.0001373826,0.0001612754,0.03105335,0.0001096632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813945,0.0001145307,0.00005142191,0.008520956,0.0001789578,0.0003632026,0.002470262,0.00002523257,0.00688095],"genre_scores_gemma":[0.9960116,0.00006306024,0.0000521463,0.0003862215,0.00007294709,2.716733e-7,0.002910997,0.000001918891,0.0005008308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732593,"threshold_uncertainty_score":0.994985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409140357365329,"score_gpt":0.2059852807743226,"score_spread":0.1918938772006693,"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."}}