{"id":"W6928796292","doi":"10.3929/ethz-b-000697940","title":"Thermal dissection and radiocarbon analysis of organic matter released from permafrost thaw slumps using online ramped oxidation-accelerator mass spectrometry (ORO-AMS).","year":2024,"lang":"en","type":"other","venue":"Repository for Publications and Research Data (ETH Zurich)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Organic matter; Thermokarst; Soil water; Radiocarbon dating; Arctic; Tundra; Carbon cycle; Total organic carbon","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":[0.0003055837,0.0008223692,0.0002201567,0.002059486,0.0008810674,0.0004217713,0.0003715303,0.0005664733,0.002591806],"category_scores_gemma":[0.000378495,0.0003458108,0.000430466,0.001093371,0.000368081,0.0003289516,0.0004142541,0.0007601104,0.001077053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271716,"about_ca_system_score_gemma":0.0004543856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443278,"about_ca_topic_score_gemma":0.008992038,"domain_scores_codex":[0.9995943,0.00001569597,0.00001887846,0.0001868387,0.0001274738,0.00005686978],"domain_scores_gemma":[0.999689,0.0000345765,0.00008324307,0.00002903412,0.0001196296,0.00004443044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002115693,0.00006553381,0.01127162,0.0001363904,0.00007282662,0.0003196232,0.000145813,0.0001669575,0.9742261,0.0002011256,0.0006038645,0.01257855],"study_design_scores_gemma":[0.00004103754,0.0005440421,0.3483827,0.0001292254,0.0002115216,0.002403619,0.0004507094,0.003470014,0.6021398,0.0006369313,0.04148169,0.000108656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8894997,0.005443612,0.05989353,0.0002825498,0.0004257814,0.0005348992,0.02792665,0.001208551,0.01478477],"genre_scores_gemma":[0.7751324,0.006253184,0.1537223,0.001367472,0.0002471538,0.001108878,0.0360534,0.0008880078,0.02522717],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002591806,"threshold_uncertainty_score":0.008670509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09266638282195605,"score_gpt":0.3804568830049243,"score_spread":0.2877905001829683,"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."}}