{"id":"W1967534727","doi":"10.1016/j.hal.2008.08.026","title":"The diversity and distribution of toxigenic Microcystis spp. in present day and archived pelagic and sediment samples from Lake Erie","year":2008,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration","keywords":"Microcystis; Microcystin; Cyanobacteria; Phytoplankton; Pelagic zone; Sediment; Biology; Algal bloom; Population; Microcystis aeruginosa; Ecology; Environmental science; Nutrient; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000140607,0.0001439153,0.0001521811,0.001259053,0.0003654268,0.0004435126,0.0001363974,0.0002100428,0.0005401235],"category_scores_gemma":[0.0002648381,0.0001922579,0.0001045408,0.0007101416,0.000205036,0.000349659,0.0004537483,0.0001501184,0.0001831174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811278,"about_ca_system_score_gemma":0.0001975929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599339,"about_ca_topic_score_gemma":0.04423053,"domain_scores_codex":[0.9998405,0.000008381521,0.00001982659,0.00004346686,0.00004279484,0.0000450849],"domain_scores_gemma":[0.9998047,0.00002299372,0.00005140112,0.00001123137,0.00007990941,0.00002990856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260248,0.00003211893,0.8197096,0.00005377462,0.00004600574,0.0002225977,0.001927508,0.00009467552,0.1659631,0.00005216058,0.0001387664,0.01143374],"study_design_scores_gemma":[0.000001158048,0.00004256055,0.996379,0.000002749398,0.00001313262,0.0001495379,0.0002824076,0.00003032033,0.002647778,0.000004852154,0.0004436225,0.000002948593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990498,0.00008649171,0.00004169173,0.000005361751,6.185984e-7,0.000001698606,0.0004293103,0.000002821486,0.0003822276],"genre_scores_gemma":[0.9968009,0.0001726759,0.0002923232,0.00001760372,0.000002504189,0.000006269401,0.001263537,0.000003206118,0.001441056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599339,"threshold_uncertainty_score":0.03180057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306217385409287,"score_gpt":0.1881801035448081,"score_spread":0.1751179296907152,"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."}}