{"id":"W2041159804","doi":"10.1007/s10452-006-9036-4","title":"Spatial variance of nutrient limitation of periphyton in montane, headwater streams (McLeod River, Alberta, Canada)","year":2006,"lang":"en","type":"article","venue":"Aquatic Ecology","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nutrient; STREAMS; Periphyton; Environmental science; Spatial variability; Phosphorus; Ecology; Hydrology (agriculture); Watershed; Spatial ecology; Chlorophyll a; Biology; Mathematics; Statistics; Geology; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005185659,0.0001744967,0.0002948598,0.001011971,0.001313103,0.001058237,0.0008116586,0.0003799977,0.0008462455],"category_scores_gemma":[0.001546472,0.0002502521,0.0002557888,0.001539325,0.0008997842,0.0002331063,0.0005882555,0.0002793542,0.0001263662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006657087,"about_ca_system_score_gemma":0.005031179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525442,"about_ca_topic_score_gemma":0.9802102,"domain_scores_codex":[0.9996221,0.00005111522,0.00002050468,0.0001003276,0.0001111082,0.00009481954],"domain_scores_gemma":[0.9985163,0.0002854296,0.0002166135,0.00006224377,0.000654521,0.0002648082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860951,0.00003493789,0.9877564,0.00002109574,0.0001287756,0.00009453754,0.001301973,0.0007850757,0.003394455,0.0001602229,0.000524363,0.005512071],"study_design_scores_gemma":[0.000002531754,0.000006805391,0.9990243,0.000002908483,0.0000108619,0.00002020236,0.0004155025,0.0003308769,0.00006143385,0.0000166901,0.0001042415,0.000003706303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993103,0.0001187455,0.00006550486,0.00002722847,0.000002085872,0.000002158049,0.0001963809,0.000004725106,0.0002729122],"genre_scores_gemma":[0.9989998,0.00005928192,0.000118203,0.00001484311,0.000002020867,0.000002869278,0.0002754717,0.000002891219,0.000524633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745579,"threshold_uncertainty_score":0.09547049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003167112007039341,"score_gpt":0.1694456762927404,"score_spread":0.1662785642857011,"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."}}