{"id":"W2791211080","doi":"10.1016/j.envpol.2018.03.037","title":"Diatom responses to sewage inputs and hydrological alteration in Mediterranean streams","year":2018,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Federación Española de Enfermedades Raras; Canadian Institute for Advanced Research","keywords":"Diatom; STREAMS; Sewage; Benthic zone; Pollution; Mediterranean climate; Environmental science; Ecology; Effluent; Biology; Environmental engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708141,0.0002556196,0.0004053962,0.0004439661,0.0002570437,0.0004762419,0.0001447468,0.0002964267,0.0004311017],"category_scores_gemma":[0.0005983511,0.0002185798,0.0002001961,0.0005336349,0.0003819142,0.0001758026,0.0004285456,0.0002071354,0.0000796121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005446014,"about_ca_system_score_gemma":0.0002826855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554336,"about_ca_topic_score_gemma":0.005811683,"domain_scores_codex":[0.9997366,0.00006281635,0.00002405292,0.00006674278,0.00006664102,0.00004308848],"domain_scores_gemma":[0.9996151,0.00005239123,0.0001686164,0.0000141272,0.00006489809,0.00008480498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008757752,0.0001317756,0.9058697,0.00007809627,0.00007529284,0.0002972176,0.0004966125,0.0004785555,0.08375452,0.00002776491,0.00005059388,0.007863932],"study_design_scores_gemma":[0.000006121089,0.0003009886,0.9971758,0.000002174648,0.00001036319,0.0000426764,0.0001927786,0.0001485343,0.001967685,0.00001527382,0.0001346587,0.000002829185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998293,0.00003589694,0.00002020622,0.000003366352,7.453476e-7,0.000002710567,0.00002933729,9.623941e-7,0.000077526],"genre_scores_gemma":[0.9995455,0.00006734402,0.0001035344,0.00001339737,0.000003431387,0.000006645855,0.0001308397,0.000001068441,0.0001282484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554336,"threshold_uncertainty_score":0.005078971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706429332469454,"score_gpt":0.2729789654934506,"score_spread":0.2559146721687561,"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."}}