{"id":"W7160913410","doi":"10.18739/a2vm4304t","title":"Ecological Survey of Thaw Depth, Soil Organic Layer Thickness, Plant Functional Types, and Vegetation Height around an Eddy Covariance Tower near Mittimatalik (Pond Inlet), Nunavut (NU) July-August 2025","year":2025,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transect; Permafrost; Eddy covariance; Tundra; Vegetation (pathology); Hydrology (agriculture); Arctic; Soil water; Tussock","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002374369,0.00133246,0.00182256,0.0005385959,0.0005260554,0.0005431988,0.001230327,0.001581402,0.004006004],"category_scores_gemma":[0.001305123,0.001237837,0.0001974299,0.001397779,0.0008114242,0.0009151844,0.0007251996,0.001883311,0.001406337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722264,"about_ca_system_score_gemma":0.002510598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226161,"about_ca_topic_score_gemma":0.03377604,"domain_scores_codex":[0.9924993,0.001466701,0.001552724,0.002051607,0.001381789,0.001047878],"domain_scores_gemma":[0.9941465,0.00165522,0.0010196,0.00194331,0.0008274905,0.000407847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001241706,0.0008941515,0.007123209,0.0007123199,0.0006767488,0.000178286,0.00005383082,0.0003071778,0.0004296582,0.00006364341,0.9882591,0.00006013238],"study_design_scores_gemma":[0.00392584,0.0006171634,0.4427864,0.0009877457,0.001611868,0.000423484,0.00008276935,0.002399618,0.0003059027,0.0003080899,0.5440223,0.002528874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01575282,0.004361601,0.0001732268,0.00003838077,0.002052526,0.001038859,0.9759862,0.0001800973,0.0004162277],"genre_scores_gemma":[0.01685975,0.0007486745,0.0005064098,0.0005181772,0.0004412386,0.0001058035,0.98014,0.000143237,0.0005367412],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4442369,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207783366222512,"score_gpt":0.2737222756021118,"score_spread":0.2416444419398867,"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."}}