{"id":"W2011461052","doi":"10.1016/s0380-1330(03)70548-6","title":"Nitrogen and Phosphorus Regeneration by Cichlids in the Littoral Zone of Lake Malawi, Africa","year":2003,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"World Bank Group","keywords":"Periphyton; Benthic zone; Littoral zone; Dominance (genetics); Ecology; Cichlid; Macrophyte; Phosphorus; Nutrient; Eutrophication; Algae; Biology; Environmental science; Fish <Actinopterygii>; Fishery; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001762265,0.0001920256,0.0002132923,0.0006124081,0.001014532,0.000579604,0.0002713408,0.0002938683,0.0007040875],"category_scores_gemma":[0.000486992,0.0002175548,0.0001193138,0.0005197345,0.0006451636,0.0005405113,0.0005600321,0.0002335737,0.0001144648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009513475,"about_ca_system_score_gemma":0.0005827764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07658661,"about_ca_topic_score_gemma":0.1805999,"domain_scores_codex":[0.9999228,0.00001419147,0.000006356952,0.00001474772,0.000009319,0.0000326739],"domain_scores_gemma":[0.9997323,0.0000497376,0.00009793555,0.000008803983,0.00004988467,0.000061282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000728592,0.00004680552,0.9549602,0.00007467925,0.0000482251,0.0005262996,0.004367269,0.0002272588,0.03443427,0.0001233134,0.0001157624,0.004347333],"study_design_scores_gemma":[0.000007542257,0.00005856032,0.9970401,0.000006626157,0.00001162132,0.00009560379,0.001487844,0.0002286691,0.0008419403,0.00001852136,0.000199661,0.000003223316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999872,0.00002816301,0.00000626175,0.000006485496,2.660336e-7,7.700758e-7,0.00001609692,2.933977e-7,0.00006965547],"genre_scores_gemma":[0.999718,0.00003437314,0.00002856378,0.000007882438,6.282015e-7,0.000002371649,0.00003131689,3.19522e-7,0.000176663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07658661,"threshold_uncertainty_score":0.1522816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308567341395502,"score_gpt":0.2860896468334801,"score_spread":0.2552329126939299,"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."}}