{"id":"W6997054215","doi":"","title":"Tracing Permafrost Carbon across the Beaufort Shelf - Satellites, water, microbes and mud","year":2022,"lang":"en","type":"other","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Thermokarst; Arctic; Beaufort sea; Water column; Context (archaeology); Beaufort scale; Subsea","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":[0.0002378615,0.0002332677,0.000152401,0.001175508,0.00111283,0.0008014926,0.0002991451,0.0003530094,0.001901685],"category_scores_gemma":[0.0002146428,0.0001054159,0.0001532992,0.001485045,0.0003418296,0.0001965419,0.0003553261,0.0001715683,0.0003045401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629694,"about_ca_system_score_gemma":0.001697559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.41721,"about_ca_topic_score_gemma":0.7168439,"domain_scores_codex":[0.9997757,0.00002100289,0.000004285855,0.00005257695,0.00009004525,0.00005638683],"domain_scores_gemma":[0.9997756,0.00001770345,0.0000466555,0.00001587349,0.0000905294,0.0000536869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008071637,0.0001009566,0.6826679,0.000226795,0.0001331604,0.0006886651,0.002199401,0.001281012,0.1546383,0.001185771,0.00398886,0.1520821],"study_design_scores_gemma":[0.000004562238,0.0000773022,0.971921,0.00002421564,0.0000173807,0.0001023856,0.0006427944,0.0005023928,0.0107898,0.0001022041,0.01580337,0.00001265197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973875,0.001935311,0.001225994,0.000250166,0.00001528943,0.00004948384,0.006627182,0.00009745958,0.01592402],"genre_scores_gemma":[0.980645,0.0009996244,0.005492993,0.0001235108,0.00001002069,0.00003044967,0.003542746,0.00002946873,0.009126217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.58279,"threshold_uncertainty_score":0.8295632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182415299922633,"score_gpt":0.2699509615877669,"score_spread":0.2581268085885406,"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."}}