{"id":"W2607166906","doi":"10.21083/surg.v9i1.3151","title":"The impacts of anthropogenic disturbance on plant species richness in the freshwater lakes of Algonquin Provincial Park","year":2017,"lang":"en","type":"article","venue":"SURG Journal","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Species richness; Disturbance (geology); Shore; Ecology; Intermediate Disturbance Hypothesis; Environmental science; Plant community; Biodiversity; Geography; Vegetation (pathology); Biology; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003058556,0.0001156437,0.0001325797,0.0005552547,0.0005049976,0.0004637402,0.0002422823,0.00009452389,0.0006669912],"category_scores_gemma":[0.0008247701,0.00009830485,0.0001347673,0.0005984711,0.000494466,0.000256991,0.0005475229,0.00009952253,0.00004092224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224099,"about_ca_system_score_gemma":0.0007091316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1446548,"about_ca_topic_score_gemma":0.3804608,"domain_scores_codex":[0.9997191,0.00008154115,0.00001411239,0.00005395157,0.0000668174,0.00006453723],"domain_scores_gemma":[0.9993244,0.0001299611,0.0002622057,0.00002633897,0.0001264783,0.0001305949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007813557,0.00002298702,0.9912574,0.00002618776,0.00002580328,0.0001089616,0.0008156524,0.0003818739,0.00233391,0.00004098298,0.00007657147,0.004831472],"study_design_scores_gemma":[8.350074e-7,0.00001378293,0.9994276,0.000001543617,0.000001972229,0.00001540808,0.0002408203,0.0001621898,0.00002879578,0.00000846077,0.00009709488,0.000001456408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995664,0.00003975875,0.00005656081,0.000007713666,8.040361e-7,0.000002585258,0.0000643667,0.000002092398,0.0002596728],"genre_scores_gemma":[0.9997526,0.00001839937,0.00008773062,0.000003545971,8.797384e-7,0.000003092087,0.00005256611,5.867021e-7,0.00008064077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8553452,"threshold_uncertainty_score":0.2876256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214426253248345,"score_gpt":0.2373207860500287,"score_spread":0.2251765235175452,"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."}}