{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006080386,0.0006489519,0.0008075463,0.003469021,0.0002873761,0.000652871,0.0006568409,0.0005767791,0.00235281],"category_scores_gemma":[0.000905916,0.0002747073,0.0003156878,0.004811953,0.0003139976,0.001091145,0.0005458281,0.0005950439,0.0009224636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005370342,"about_ca_system_score_gemma":0.001620297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376282,"about_ca_topic_score_gemma":0.0120199,"domain_scores_codex":[0.9998136,0.00002525293,0.00003841739,0.00003818664,0.00007118559,0.00001343691],"domain_scores_gemma":[0.9994641,0.0001574382,0.0001125338,0.00001510546,0.0001772453,0.00007349245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003961501,0.00003922314,0.0006357429,0.02444208,0.00008961833,0.0001440987,0.0001307796,0.0003105448,0.001472224,0.001198644,0.03889643,0.932601],"study_design_scores_gemma":[0.00001020339,0.00009868679,0.006895963,0.006810321,0.000175817,0.0008426193,0.0001047618,0.00006962998,0.0003248523,0.000474327,0.9841764,0.00001645492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002728872,0.9984453,0.00006805338,0.0002062918,0.0001247034,0.000003772166,0.00002973491,0.000006119666,0.0008430671],"genre_scores_gemma":[0.00109989,0.9979388,0.0001824718,0.0001323251,0.00009897628,0.000004549306,0.00004911452,0.000001138211,0.0004926945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956237,"threshold_uncertainty_score":0.008701622,"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."}}