{"id":"W4415522833","doi":"10.1021/acsomega.5c07322","title":"Chemodiversity of Cyanobacteria from Brazil Investigated by Metabolomics and Bioassays","year":2025,"lang":"en","type":"article","venue":"ACS Omega","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Cyanobacteria; Bioassay; Metabolomics; Metabolome; Bacteria","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":[0.0002648677,0.0006856109,0.0004002551,0.001259983,0.0004088049,0.000702062,0.0001715868,0.0002305801,0.0004658805],"category_scores_gemma":[0.0003982858,0.0001876712,0.0002615871,0.0008759558,0.0002912709,0.0003024729,0.0007012442,0.0002748739,0.0001980773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342113,"about_ca_system_score_gemma":0.0005984808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009450483,"about_ca_topic_score_gemma":0.02296078,"domain_scores_codex":[0.9996666,0.00002458367,0.0000281699,0.00008615535,0.0001323809,0.00006217995],"domain_scores_gemma":[0.9998248,0.00002025638,0.00004701599,0.000008391907,0.00007251341,0.00002715612],"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":[0.00006736671,0.00003177569,0.01785831,0.0001212367,0.00002036901,0.0001576064,0.0003246753,0.00007284473,0.9766269,0.00004702268,0.00002927682,0.004642573],"study_design_scores_gemma":[0.00002118426,0.0009012439,0.5251604,0.0001166411,0.0002314613,0.001528713,0.002408786,0.001118843,0.4619528,0.0002433672,0.006254778,0.00006176515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930273,0.001222295,0.0009788183,0.00009478279,0.000008883403,0.00006715173,0.001932153,0.00002250709,0.002646173],"genre_scores_gemma":[0.9923564,0.001717768,0.002935889,0.00009356206,0.00001039213,0.00004873714,0.001871943,0.00001510365,0.0009502143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009450483,"threshold_uncertainty_score":0.01879096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963275502593328,"score_gpt":0.2220816768868487,"score_spread":0.2171184013842553,"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."}}