{"id":"W4392593140","doi":"10.1002/eco.2637","title":"Peat swamp hydrological connectivity and runoff vary by hydrogeomorphic setting: Implications for carbon storage","year":2024,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University; Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swamp; Surface runoff; Environmental science; Hydrology (agriculture); Peat; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004161361,0.0001962585,0.0002685331,0.00005647634,0.0002069669,0.00003113296,0.0001745917,0.0002573025,0.0003166086],"category_scores_gemma":[0.00004683711,0.0001720536,0.00006915625,0.0001416222,0.0003071278,0.00008495559,0.0002003393,0.0002089347,0.00006163531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135892,"about_ca_system_score_gemma":0.00001490254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515492,"about_ca_topic_score_gemma":0.0001312059,"domain_scores_codex":[0.9984514,0.00009991737,0.000211575,0.0006833745,0.00006223716,0.0004915112],"domain_scores_gemma":[0.9991227,0.0004437126,0.00004758665,0.000237006,0.000004575679,0.0001444591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002804581,0.0005188243,0.7173124,0.0001317923,0.0002844233,0.0001752537,0.0007031662,0.004721919,0.1998938,0.00971887,0.0544074,0.01185171],"study_design_scores_gemma":[0.00201366,0.002006579,0.1997246,0.00001360506,0.0002285286,0.001203196,0.0000134055,0.570388,0.001140629,0.03140969,0.1908023,0.001055921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850765,0.0003883502,0.0005541406,0.006801234,0.0002343434,0.0003480054,0.0001204696,0.0002080107,0.006268894],"genre_scores_gemma":[0.9985425,0.00003660412,0.0001315674,0.0004966359,0.0001047559,0.0001997013,0.0001337134,0.00002223899,0.0003322971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.565666,"threshold_uncertainty_score":0.701614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009103962134401908,"score_gpt":0.2333556958691315,"score_spread":0.2242517337347296,"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."}}