{"id":"W2114801045","doi":"10.5897/ajest2015.1862","title":"Effects of river sediments on coral recruitment, algal abundance benthic community structure on Kenyan coral reefs","year":2015,"lang":"en","type":"article","venue":"African Journal of Environmental Science and Technology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Kenya Marine and Fisheries Research Institute; International Development Research Centre; Simon Fraser University; Ecological Society of America; British Ecological Society; World Wildlife Fund","keywords":"Reef; Coral reef; Benthic zone; Coral; Sediment; Oceanography; Resilience of coral reefs; Ecology; Environmental science; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005875974,0.0001985497,0.0003359458,0.0002014283,0.0003234227,0.00001458188,0.000633073,0.00008424651,0.00005204627],"category_scores_gemma":[0.000149373,0.0001486777,0.00004173217,0.0005099565,0.002929497,0.0002587205,0.0007101397,0.0004955364,0.00002285582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807124,"about_ca_system_score_gemma":0.00002951794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011413,"about_ca_topic_score_gemma":0.00003433512,"domain_scores_codex":[0.9981979,0.00009913029,0.0003338987,0.0002454123,0.0007815015,0.0003421938],"domain_scores_gemma":[0.9990075,0.00007698325,0.0004303654,0.0002599435,0.00001995811,0.0002053151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005410638,0.001735303,0.6073561,0.00003959848,0.000104539,0.0001568559,0.003128327,0.00007347283,0.2752636,0.0007962843,0.002321993,0.1084829],"study_design_scores_gemma":[0.002979547,0.01333208,0.8801334,0.0001709367,0.00008385487,0.0002757044,0.003622907,0.00006286119,0.08507171,0.006838125,0.006940972,0.0004878966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979141,0.0001038384,0.000004811111,0.0004176475,0.0002614147,0.0002737073,0.00001492414,0.00001154038,0.0009980544],"genre_scores_gemma":[0.9994485,0.00005302481,0.0002636334,0.0001195059,0.00002195716,0.000005789449,7.681612e-7,0.000007969901,0.0000788934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2727773,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900737183221009,"score_gpt":0.2347177054814971,"score_spread":0.215710333649287,"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."}}