{"id":"W3015559508","doi":"10.1016/j.jglr.2020.03.007","title":"Microcystin in multiple life stages of Hexagenia limbata, with implications for toxin transfer","year":2020,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Grand Valley State University","keywords":"Biology; Microcystin; Cyanotoxin; Aquatic ecosystem; Toxin; Microcystis aeruginosa; Bioassay; Ecology; Environmental chemistry; Cyanobacteria; Microbiology; Chemistry","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":[0.00008433176,0.0001528201,0.0001881191,0.0004442175,0.0003454927,0.0003556174,0.0002379697,0.0003725849,0.0007807729],"category_scores_gemma":[0.0002021977,0.0001847819,0.0001716719,0.0001963456,0.0003495491,0.0004128536,0.0005111052,0.0003553832,0.0001957506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191378,"about_ca_system_score_gemma":0.0003711154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454017,"about_ca_topic_score_gemma":0.01444139,"domain_scores_codex":[0.9998949,0.000009570273,0.000007371983,0.0000344349,0.00002098285,0.00003271524],"domain_scores_gemma":[0.9997435,0.00005312504,0.00006929254,0.00001696234,0.00005434743,0.00006279558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007092326,0.00005636239,0.03769801,0.00002764908,0.00001357242,0.0001669289,0.0002137259,0.0001478166,0.9587787,0.0001130222,0.00003733713,0.002037716],"study_design_scores_gemma":[0.00001565428,0.0004524777,0.9386035,0.000005067328,0.00002712251,0.0002170057,0.0003947961,0.0007400944,0.0590235,0.0001052169,0.0004060023,0.000009607264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993253,0.0000717471,0.00005373435,0.00001026297,0.000001331768,0.000003119228,0.0001548025,0.000002600478,0.0003771172],"genre_scores_gemma":[0.9985097,0.00003721424,0.0001156695,0.00001395714,0.000001507318,0.000006751728,0.0002254624,0.000002531222,0.001087174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008454017,"threshold_uncertainty_score":0.01680964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07114083010580838,"score_gpt":0.3139218547167944,"score_spread":0.242781024610986,"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."}}