{"id":"W2889816977","doi":"10.1038/s41598-018-31892-7","title":"High abundances of the nuisance raphidophyte Gonyostomum semen in brown water lakes are associated with high concentrations of iron","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Sveriges Lantbruksuniversitet; Stiftelsen Oscar och Lili Lamms Minne; Vetenskapsrådet; Biodiversa+; Havs- och Vattenmyndigheten; Svenska Forskningsrådet Formas","keywords":"Nuisance; Semen; Biology; Environmental chemistry; Ecology; Chemistry; Genetics","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":[0.0001983627,0.0001594329,0.0001458375,0.0005573489,0.0003306324,0.0002425744,0.000117262,0.0001380594,0.0006999733],"category_scores_gemma":[0.0004415761,0.0001323593,0.0001316217,0.0004630809,0.0003394503,0.0001710187,0.0003005422,0.0001200393,0.00009781441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811788,"about_ca_system_score_gemma":0.0001414671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317536,"about_ca_topic_score_gemma":0.0107507,"domain_scores_codex":[0.9998856,0.00002096289,0.00001036609,0.00004224972,0.00002436804,0.00001649949],"domain_scores_gemma":[0.9994633,0.00006105914,0.0003561156,0.00003696339,0.00003693706,0.00004570458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009159787,0.00001156403,0.973085,0.00003616454,0.00005543767,0.0001118935,0.0003385708,0.00008336343,0.02102925,0.0000230441,0.0000410493,0.005092965],"study_design_scores_gemma":[4.385789e-7,0.00003093694,0.9993104,0.000001296326,0.000006198846,0.00007158979,0.0001512407,0.00002993967,0.0002953709,0.000006166364,0.00009527149,0.000001087325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99975,0.00006436447,0.00003001507,0.000002522796,3.782803e-7,8.706759e-7,0.00004749832,0.000001717365,0.0001026897],"genre_scores_gemma":[0.9996002,0.00005327932,0.0001298315,0.000003328589,9.631771e-7,0.000001913417,0.0001018719,7.834413e-7,0.0001078787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317536,"threshold_uncertainty_score":0.006596446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00673452079619037,"score_gpt":0.1759239293531881,"score_spread":0.1691894085569978,"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."}}