{"id":"W4393835662","doi":"10.5281/zenodo.7081093","title":"Organic Matter, Geochemical, Visible Spectrocolorimetric Properties, Radiocesium Properties, and Grain Size of Potential Source Material, Target Sediment Core Layers and Laboratory Mixtures for Conducting Sediment Fingerprinting Approaches in the Mano Dam Reservoir (Hayama Lake) Catchment, Fukushima Prefecture, Japan","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Sediment; Geology; Organic matter; Drainage basin; Geochemistry; Environmental science; Hydrology (agriculture); Geomorphology; Geography; Geotechnical engineering; Chemistry; Cartography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006422765,0.0008249796,0.0006523214,0.003986121,0.000506625,0.0007479728,0.0009954874,0.0006057153,0.008079276],"category_scores_gemma":[0.001495739,0.0004451772,0.000596747,0.007001799,0.0003192891,0.0007322225,0.000936812,0.0004360988,0.005454518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881126,"about_ca_system_score_gemma":0.001809605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05761692,"about_ca_topic_score_gemma":0.1023686,"domain_scores_codex":[0.9994119,0.00003650448,0.0001104933,0.0001917735,0.000148294,0.0001010096],"domain_scores_gemma":[0.9982713,0.0002062505,0.000374023,0.0002440623,0.0007437219,0.0001605186],"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":[0.000682786,0.0003132128,0.441527,0.003526457,0.0002794055,0.0007429353,0.001242527,0.004633435,0.01261093,0.001150848,0.44618,0.08711041],"study_design_scores_gemma":[0.0001017906,0.00006426456,0.6848409,0.0002768231,0.00009583613,0.0001576583,0.001579013,0.002120547,0.004576451,0.0004008109,0.3057019,0.00008397585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02896991,0.00005809515,0.0002924462,0.00003689468,0.000009763268,0.00004942617,0.9691603,0.0001879947,0.001235132],"genre_scores_gemma":[0.01917756,0.0000961028,0.001746913,0.00002103825,0.000007326998,0.0002933972,0.97706,0.00005812065,0.001539538],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05761692,"threshold_uncertainty_score":0.1145631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988003828042852,"score_gpt":0.226686786120271,"score_spread":0.1868067478398424,"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."}}