{"id":"W2060609120","doi":"10.4081/jlimnol.2012.e25","title":"A field-based technique for sediment incubation experiments","year":2012,"lang":"en","type":"article","venue":"Journal of Limnology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Sediment; Limnology; Aquatic ecosystem; Environmental science; Ecosystem; Eutrophication; Ecology; Geology; Oceanography; Biology; Geomorphology","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":[0.001270069,0.001350211,0.0007563085,0.001158018,0.00152253,0.0005579857,0.001488869,0.000868928,0.006426613],"category_scores_gemma":[0.00117829,0.0005863897,0.0006171221,0.0007657468,0.0005791506,0.0006549678,0.00119056,0.002192106,0.004534009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122548,"about_ca_system_score_gemma":0.000970074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243102,"about_ca_topic_score_gemma":0.004621084,"domain_scores_codex":[0.9984389,0.0002206064,0.0001884277,0.0005771523,0.0004301017,0.0001448442],"domain_scores_gemma":[0.9980587,0.0003184787,0.0002993558,0.0005675643,0.0005110228,0.0002448533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001620448,0.0002632829,0.001075959,0.0001899287,0.00001614755,0.000111162,0.00007292633,0.0001339397,0.9835622,0.0002704964,0.001187171,0.01295466],"study_design_scores_gemma":[0.0001864721,0.002957717,0.01688136,0.0002096838,0.0001944811,0.001083399,0.0001567353,0.002914701,0.8987549,0.000568871,0.07598695,0.0001048079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.149171,0.001401483,0.8112503,0.0004780899,0.001907488,0.01072489,0.005602628,0.004230261,0.01523385],"genre_scores_gemma":[0.1115665,0.001409094,0.8570539,0.0006233905,0.0002642045,0.01379478,0.003900616,0.0006662356,0.01072128],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006426613,"threshold_uncertainty_score":0.02149916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933600930816044,"score_gpt":0.3184065073924811,"score_spread":0.2790704980843206,"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."}}