{"id":"W2982738919","doi":"","title":"Organic matter, ice content and structure determined in a permafrost peatland trought GPR profiling and computed tomography scanning, Salluit, Nunavik, Canada","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Peat; Ground-penetrating radar; Computed tomography; Profiling (computer programming); Physical geography; Geology; Environmental science; Soil science; Geography; Archaeology; Medicine; Engineering; Radiology; Radar; Computer science","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":[0.0001437879,0.000170716,0.0002090287,0.0007569138,0.001740304,0.0006631343,0.0004329261,0.0002675846,0.0006781617],"category_scores_gemma":[0.0001716062,0.0002218232,0.0001392494,0.0008049341,0.0004748955,0.0002139851,0.000232159,0.0002019532,0.0002366104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022667,"about_ca_system_score_gemma":0.002084234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7653891,"about_ca_topic_score_gemma":0.8632219,"domain_scores_codex":[0.9998949,0.000003861964,0.00000393252,0.00002448095,0.00003314716,0.00003971416],"domain_scores_gemma":[0.9998857,0.000008083088,0.000007197753,0.000003321946,0.00007138986,0.00002430505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513321,0.0003404875,0.7199974,0.00005616185,0.00005591708,0.00149578,0.00312742,0.001753435,0.2534145,0.0002401839,0.0006559793,0.0173494],"study_design_scores_gemma":[0.00001140716,0.00004457207,0.990773,0.000005496888,0.00001327414,0.0001763387,0.001472918,0.0011295,0.005914324,0.00002376773,0.0004293873,0.0000059726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990563,0.00002016139,0.0001039247,0.00000589923,8.25437e-7,0.000008695704,0.0002863011,0.000005038258,0.0005128803],"genre_scores_gemma":[0.9980972,0.00003273828,0.000354241,0.00001280804,6.762233e-7,0.000007719087,0.0003894426,0.000005537609,0.001099669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346109,"threshold_uncertainty_score":0.4719852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305711745420863,"score_gpt":0.2150303233130192,"score_spread":0.1919732058588106,"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."}}