{"id":"W4408000154","doi":"10.3390/toxins17030109","title":"Tolerance to a Diet of Toxic Microcystis aeruginosa in Caenorhabditis elegans","year":2025,"lang":"en","type":"article","venue":"Toxins","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University; Ontario Centre of Innovation; Ontario Centres of Excellence","keywords":"Microcystis aeruginosa; Cyanobacteria; Caenorhabditis elegans; Microcystin; Biology; Microcystis; Eutrophication; Algal bloom; Nutrient; Microbiology; Cyanotoxin; Freshwater ecosystem; Ecosystem; Ecology; Bacteria; Phytoplankton; Biochemistry; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009091086,0.0003433591,0.0002567671,0.0003123459,0.0002293634,0.0002543115,0.000341582,0.0004047596,0.001077155],"category_scores_gemma":[0.0002300746,0.0002221847,0.0003287817,0.0001058456,0.0002080382,0.0002603989,0.0003029887,0.0008031299,0.0001650319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584834,"about_ca_system_score_gemma":0.0002933927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075497,"about_ca_topic_score_gemma":0.009913604,"domain_scores_codex":[0.9998326,0.000009050629,0.00001827258,0.00005441311,0.00004520467,0.00004049304],"domain_scores_gemma":[0.9997159,0.00004024014,0.00007533565,0.00002124932,0.00005367356,0.0000936529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002841728,0.0001205613,0.001642699,0.00005022376,0.00001157876,0.00007126468,0.00003783828,0.00009331044,0.9966608,0.00002670321,0.00007235981,0.0009284385],"study_design_scores_gemma":[0.00007352539,0.004977264,0.09583688,0.00004706401,0.0000904125,0.0003085558,0.000291513,0.002609931,0.8930483,0.000104953,0.002563585,0.00004801048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987494,0.0001569683,0.0001577707,0.00005562917,0.00001680174,0.00001481344,0.000423462,0.00002307603,0.0004020831],"genre_scores_gemma":[0.9941779,0.0002961097,0.0009545658,0.0001173492,0.000005900109,0.00006863206,0.000662388,0.00001292561,0.003704197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004075497,"threshold_uncertainty_score":0.008103549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00385167861788326,"score_gpt":0.2195831549190051,"score_spread":0.2157314763011218,"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."}}