{"id":"W7084082893","doi":"10.6084/m9.figshare.28740490.v2","title":"Aquatic metabolism after impoundment of a low productivity boreal reservoir using free water oxygen","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tributary; Benthic zone; Hydrology (agriculture); Ecosystem; Aquatic ecosystem; Primary production; Tailwater; Productivity; Ecosystem respiration; Inflow","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":[0.0001360756,0.0002211577,0.0002040747,0.0002182356,0.0003765311,0.0004540616,0.0002081048,0.0001476567,0.0004972793],"category_scores_gemma":[0.0003196241,0.0001568576,0.0002157944,0.0002429144,0.0002369762,0.0002317432,0.0002448038,0.0003183302,0.00008790745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112944,"about_ca_system_score_gemma":0.0004561611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07949735,"about_ca_topic_score_gemma":0.2056478,"domain_scores_codex":[0.9999337,0.000008316039,0.000003400479,0.00001809449,0.000018232,0.00001819969],"domain_scores_gemma":[0.9997497,0.00003327444,0.00006567519,0.00001632242,0.00006230301,0.00007265242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002649607,0.0003246066,0.6749939,0.00007198316,0.0001711473,0.0007576666,0.001170899,0.001149933,0.305019,0.0000812589,0.0003585391,0.01325145],"study_design_scores_gemma":[0.000002588226,0.0002408368,0.9944956,0.000002371821,0.00001193426,0.00004125826,0.0001935523,0.0006208381,0.004273475,0.00000987455,0.0001029621,0.000004762333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9996161,0.00001813306,0.00004004056,0.000006194454,9.252971e-7,0.000002184668,0.0001152264,0.000002382978,0.0001988186],"genre_scores_gemma":[0.99891,0.00003415782,0.0001268743,0.00001180627,9.237673e-7,0.000005001078,0.0003739056,0.000002263298,0.0005350895],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.07949735,"threshold_uncertainty_score":0.1580692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021057907295968,"score_gpt":0.2315685491895643,"score_spread":0.1813579701166047,"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."}}