{"id":"W1988293274","doi":"10.1371/journal.pone.0038757","title":"Cyanobacteria and Cyanotoxins: The Influence of Nitrogen versus Phosphorus","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":364,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Brandenburgische Technische Universität Cottbus-Senftenberg; University of Ottawa","keywords":"Cylindrospermopsis raciborskii; Aphanizomenon; Cyanobacteria; Biology; Phytoplankton; Phosphorus; Cylindrospermopsin; Microcystin; Ecology; Botany; Nutrient; Environmental chemistry; Anabaena; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000179079,0.00007451521,0.000120328,0.00000634269,0.00006151039,0.000008930652,0.0001321927,0.00003571125,0.0002040336],"category_scores_gemma":[0.00004315373,0.00005287619,0.00001658143,0.00007507563,0.0001101319,0.0001447798,0.0001129041,0.00005780763,0.0001572233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003014315,"about_ca_system_score_gemma":0.000003724058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002391303,"about_ca_topic_score_gemma":0.00005651662,"domain_scores_codex":[0.9993646,0.00002845336,0.000141207,0.00009084734,0.0001983116,0.0001766015],"domain_scores_gemma":[0.9995538,0.00008267567,0.00008226462,0.0002100771,0.000005333891,0.0000658194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004435133,0.0002729036,0.9383332,0.00002650077,0.0000688506,3.364408e-7,0.0007517457,0.0000475223,0.05971894,0.0005284034,0.00004026998,0.0001669933],"study_design_scores_gemma":[0.0007674117,0.0001869061,0.9245381,0.00009400714,0.0001582235,0.000004197263,0.0002011226,0.001012402,0.071132,0.0004335883,0.001188852,0.0002831633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975889,0.0001264704,0.000005358218,0.00003826894,0.00003331164,0.0001715812,0.00001430573,0.00001042215,0.002011379],"genre_scores_gemma":[0.999292,0.00006063568,0.0004964471,0.00004470335,0.00002915912,0.00001450648,0.000002076803,0.000007151816,0.00005331134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379505,"threshold_uncertainty_score":0.2234025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122939565397498,"score_gpt":0.2017055994198829,"score_spread":0.1804762037659079,"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."}}