{"id":"W7133074875","doi":"","title":"Quantifying Carbon Stocks in Coastal Wetland Soils of James and Hudson Bay","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"Centre for Global Change Science, University of Toronto; Environment and Climate Change Canada; University of Toronto; Parks Canada","keywords":"Wetland; Bay; Peat; Transect; Soil carbon; Total organic carbon; Shore; Carbon stock; Soil water; Carbon fibers","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940836,0.0002121595,0.0001593044,0.001220798,0.0004483329,0.0005431937,0.0002036845,0.0001222733,0.0004228594],"category_scores_gemma":[0.0003584985,0.0001618965,0.000105132,0.0009833575,0.0002965955,0.0001891443,0.0004639971,0.000139006,0.000073959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007835078,"about_ca_system_score_gemma":0.0005687439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1661389,"about_ca_topic_score_gemma":0.3701487,"domain_scores_codex":[0.9999145,0.000007220168,0.000007906288,0.00002593577,0.00002209496,0.00002242106],"domain_scores_gemma":[0.9997415,0.00003134105,0.00007266451,0.00001233927,0.00007665604,0.00006543084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006445791,0.00001570063,0.977573,0.00001924096,0.00003530911,0.0001065957,0.0007042147,0.0001180366,0.01507253,0.00001963921,0.00006021055,0.006210985],"study_design_scores_gemma":[9.028531e-7,0.000009752172,0.9990798,0.000002160048,0.000003989821,0.00001217012,0.0003038911,0.0000457796,0.0004479063,0.00000339821,0.00008896529,0.000001230708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996669,0.00002824297,0.00002758488,0.000003186526,5.44153e-7,0.000002469877,0.0001073637,0.000001471962,0.0001621847],"genre_scores_gemma":[0.9987791,0.0001041301,0.0003238977,0.00001388648,0.00000147784,0.000007974188,0.0003803848,0.000001981989,0.0003872112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8338611,"threshold_uncertainty_score":0.3303437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025034995651888,"score_gpt":0.2830099857159681,"score_spread":0.2579749900640801,"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."}}