{"id":"W3045085115","doi":"10.1590/1519-6984.200001","title":"Eutrophication: A growing problem in the Americas and the Caribbean","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Caribbean region; Eutrophication; Development economics; Environmental protection; Ecology; Latin Americans; Political science; Economics; Geography","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":[0.0004770176,0.0002922645,0.000287597,0.001191438,0.001505355,0.001789748,0.0004644357,0.0009984301,0.00306469],"category_scores_gemma":[0.001852633,0.0001201615,0.0001804435,0.003324663,0.001220545,0.0009347324,0.001590317,0.0004604204,0.00013684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164325,"about_ca_system_score_gemma":0.003192295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4308673,"about_ca_topic_score_gemma":0.6617299,"domain_scores_codex":[0.9996257,0.00006020553,0.0000314401,0.00004517764,0.0001168477,0.0001205084],"domain_scores_gemma":[0.9990156,0.0001430257,0.0003070529,0.00002413346,0.0003240501,0.0001861518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118932,0.00007653602,0.6072367,0.00251396,0.0001769045,0.005348405,0.02055839,0.0007116712,0.007571563,0.01180792,0.01325751,0.3305285],"study_design_scores_gemma":[0.000008077063,0.00002303488,0.9002702,0.0007197858,0.00007376787,0.001441249,0.02937161,0.0004739665,0.0002330729,0.002358303,0.06499329,0.00003367302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436013,0.07588274,0.0004785283,0.03879022,0.0001353565,0.00003111241,0.000862468,0.00004300827,0.04017515],"genre_scores_gemma":[0.958019,0.03819526,0.0004930553,0.001264448,0.00008042668,0.00001299489,0.0001679571,0.00001342191,0.001753503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308673,"threshold_uncertainty_score":0.8567188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377746491620726,"score_gpt":0.2182741111229515,"score_spread":0.2044966462067442,"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."}}