{"id":"W1979559202","doi":"10.1046/j.1529-8817.2003.02153.x","title":"PERIPHYTIC DIATOM ASSEMBLAGES FROM ULTRA‐OLIGOTROPHIC AND UV TRANSPARENT LAKES AND PONDS ON VICTORIA ISLAND AND COMPARISONS WITH OTHER DIATOM SURVEYS IN THE CANADIAN ARCTIC<sup>1</sup>","year":2003,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Diatom; Arctic; Biology; Ecology; Nitzschia; Habitat; Moss; Benthic zone; Latitude; Sediment; Navicula; Taxon; Algae; Oceanography; Phytoplankton; Geography; Geology; Nutrient","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":[0.0002455057,0.0002558449,0.0002727947,0.0017182,0.001968373,0.0007541081,0.0003606837,0.0002365579,0.00048086],"category_scores_gemma":[0.0005290043,0.0003080786,0.000254005,0.002166336,0.0006119824,0.000215088,0.0009105804,0.0001796245,0.00008792607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075538,"about_ca_system_score_gemma":0.002703153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7767611,"about_ca_topic_score_gemma":0.9292949,"domain_scores_codex":[0.9996175,0.00002785059,0.00002727069,0.00007053,0.0001213906,0.0001354288],"domain_scores_gemma":[0.9995424,0.00002966878,0.0001202844,0.0000146156,0.0001461902,0.0001469889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113519,0.00001594316,0.9832612,0.00004238024,0.00003914948,0.00009253563,0.00281136,0.00007813214,0.007401573,0.00003278691,0.00007908518,0.006034459],"study_design_scores_gemma":[8.105349e-7,0.000008378738,0.9992588,0.000003463,0.000005832046,0.00002227445,0.0004270508,0.00005028547,0.00009485507,0.000002820102,0.0001236713,0.000001784435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999571,0.00006695311,0.00002404628,0.000004220472,4.167081e-7,0.00000309206,0.0001037098,9.766652e-7,0.0002256629],"genre_scores_gemma":[0.9988145,0.0001274517,0.0002201292,0.00001158083,0.000001132264,0.000006764245,0.0004247214,0.000001580935,0.0003920452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2232389,"threshold_uncertainty_score":0.4491072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321316104115874,"score_gpt":0.2727757085958942,"score_spread":0.2495625475547354,"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."}}