{"id":"W2038428584","doi":"10.1111/j.1529-8817.2008.00538.x","title":"AN ECOLOGICAL REVIEW OF<i>CLADOPHORA GLOMERATA</i>(CHLOROPHYTA) IN THE LAURENTIAN GREAT LAKES<sup>1</sup>","year":2008,"lang":"en","type":"review","venue":"Journal of Phycology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ministry of the Environment, Conservation and Parks; Environment and Climate Change Canada; University of Waterloo","funders":"","keywords":"Cladophora; Benthic zone; Biology; Algal bloom; Ecology; Ecosystem; Oceanography; Pelagic zone; Fishery; Algae; Nutrient; Phytoplankton","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001523405,0.0004412973,0.002607645,0.0001655103,0.0001330186,0.00001212487,0.001529318,0.0006629573,0.0365713],"category_scores_gemma":[0.0001779973,0.0002517715,0.0007556039,0.000661891,0.0007157502,0.0002261122,0.0001497135,0.001386823,0.0006544112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651794,"about_ca_system_score_gemma":0.000252502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463587,"about_ca_topic_score_gemma":0.000122963,"domain_scores_codex":[0.9948288,0.002037639,0.001816931,0.0003697916,0.0004740586,0.0004727583],"domain_scores_gemma":[0.9972281,0.0004308623,0.001645604,0.000511805,0.00004434486,0.0001392092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005361429,0.003681657,0.001892384,0.0102929,0.0002310735,0.004214847,0.0005389961,0.00008390235,0.00000985318,0.0001057103,0.1876706,0.7912245],"study_design_scores_gemma":[0.0003632049,0.001418447,0.001311951,0.004626352,0.0007882862,0.004091072,0.00004570731,0.00001427786,8.433658e-7,0.00009770627,0.986951,0.0002911601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001988109,0.9950194,0.000007599805,0.0002325911,0.0003897133,0.0007968133,0.00001999726,0.000006063331,0.001539746],"genre_scores_gemma":[0.0005932752,0.9972791,0.0002592013,0.001440629,0.0002357813,0.00004453232,0.00003413907,0.00002335251,0.00008997856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7992805,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242963536506913,"score_gpt":0.3111118747544308,"score_spread":0.2786822393893617,"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."}}