{"id":"W2020889681","doi":"10.5539/jsd.v8n2p257","title":"Seasonal Biodiversity Assessment of Benthic Macroinvertebrate of Asejire Reservoir, Southwest Nigeria","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Invertebrate; Fauna; Biology; Ecology; Abundance (ecology); Wet season; Dry season; Population; Littoral zone; Benthos; Taxon","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000144684,0.0002015603,0.0001765962,0.0005665313,0.00041726,0.0003046734,0.0001260295,0.0001872242,0.0006914515],"category_scores_gemma":[0.0002734277,0.0002027923,0.00007026318,0.0005174552,0.000177025,0.0003291803,0.0002858873,0.0001156846,0.0001152327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244309,"about_ca_system_score_gemma":0.0003017391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008164237,"about_ca_topic_score_gemma":0.04982594,"domain_scores_codex":[0.9999419,0.000009106775,0.000008417283,0.00001156475,0.00001120304,0.0000177486],"domain_scores_gemma":[0.999817,0.0000169238,0.00008492621,0.000005800714,0.00004175642,0.00003367716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009212033,0.00007790107,0.9765611,0.00009631634,0.00001523402,0.001330257,0.002455808,0.0001051118,0.00757698,0.00004644659,0.0001572197,0.01148551],"study_design_scores_gemma":[0.000001893788,0.0001078563,0.9953228,0.0000325883,0.000009387551,0.0005112149,0.003016053,0.0001458466,0.0003407343,0.00001644967,0.000491537,0.000003653082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999606,0.00008210426,0.00001996472,0.000007276994,0.000001041502,0.000003860052,0.00005935631,7.338149e-7,0.0002196082],"genre_scores_gemma":[0.9990459,0.0002115775,0.0001563116,0.000007873428,0.000001211646,0.000008016093,0.000136728,4.559935e-7,0.0004318399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008164237,"threshold_uncertainty_score":0.01623338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111118259114534,"score_gpt":0.2512162367508757,"score_spread":0.2301050541597304,"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."}}