{"id":"W2061518746","doi":"10.1080/10256016.2011.631704","title":"Identifying sources and processes controlling the sulphur cycle in the Canyon Creek watershed, Alberta, Canada","year":2011,"lang":"en","type":"article","venue":"Isotopes in Environmental and Health Studies","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Canyon; Watershed; Environmental science; Sulfur cycle; Sulfur; Hydrology (agriculture); Geology; Chemistry; Geomorphology","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":[0.0001643726,0.0003128028,0.0002213178,0.001625827,0.001809336,0.00131637,0.0005173006,0.0002812138,0.0007660321],"category_scores_gemma":[0.0002900416,0.0001756869,0.0001403306,0.003122746,0.0005470688,0.0002435013,0.000444377,0.0001851827,0.0001056643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266887,"about_ca_system_score_gemma":0.01258199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859917,"about_ca_topic_score_gemma":0.9961112,"domain_scores_codex":[0.9997523,0.000009521755,0.000008408017,0.00004376508,0.0001157846,0.00007006945],"domain_scores_gemma":[0.9997389,0.00001805521,0.00003518756,0.000003099269,0.0001548928,0.0000499204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102598,0.00006506441,0.9369653,0.0001583864,0.00004709146,0.000800288,0.002674084,0.001489049,0.01724665,0.0003868734,0.001024358,0.03893257],"study_design_scores_gemma":[0.000005303671,0.00001749533,0.9936389,0.00001925223,0.00002035633,0.00006146797,0.002378096,0.001068167,0.0007585376,0.00006743203,0.001956529,0.000008349577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957954,0.0006710028,0.000158571,0.00007817576,0.000003606612,0.00002726512,0.0006059558,0.00001573733,0.002644409],"genre_scores_gemma":[0.9947351,0.0008352907,0.0009348186,0.00004055957,0.000003020791,0.000009823094,0.0008053976,0.000006116633,0.00263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400834,"threshold_uncertainty_score":0.09191948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300836672153207,"score_gpt":0.2468297157130627,"score_spread":0.2138213489915307,"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."}}