{"id":"W6969410038","doi":"10.5683/sp2/zrgxq5","title":"Data used in 'Size-Based Characterization of Freshwater Dissolved Organic Matter finds Similarities within a Water Body Type across Different Canadian Ecozones'","year":2020,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Dissolved organic carbon; Organic matter; Groundwater; Surface water; Hydrology (agriculture); Composition (language)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001379722,0.002638873,0.001434037,0.004603839,0.002675275,0.002853025,0.004246238,0.001971464,0.01945108],"category_scores_gemma":[0.007038787,0.0007651724,0.001509162,0.009215185,0.0009317403,0.0007895846,0.002244037,0.001827574,0.01605569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007597,"about_ca_system_score_gemma":0.01752805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9121056,"about_ca_topic_score_gemma":0.9458406,"domain_scores_codex":[0.9984579,0.00009142689,0.000094478,0.0004301113,0.0005275402,0.0003985673],"domain_scores_gemma":[0.9963935,0.0004382546,0.0002684127,0.0004745545,0.001945787,0.0004793912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001270209,0.00002870515,0.006215771,0.001013995,0.0001181158,0.00008006088,0.0001051138,0.0008892309,0.0003400072,0.0008573906,0.986473,0.003751493],"study_design_scores_gemma":[0.0001833257,0.00001990679,0.03573311,0.0005664499,0.0001088672,0.00008681614,0.0002081691,0.0008762761,0.0006565509,0.0008540149,0.960631,0.00007543572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003298784,0.000094041,0.00005176502,0.00003995221,0.00001448558,0.000009800614,0.9988852,0.0001338116,0.0004410893],"genre_scores_gemma":[0.0007492506,0.00004826059,0.0002267452,0.000024682,0.000002309993,0.00002675851,0.9985019,0.00002589127,0.0003942746],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08789438,"threshold_uncertainty_score":0.176824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970883020466676,"score_gpt":0.2644606924142376,"score_spread":0.2347518622095709,"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."}}