{"id":"W2978795284","doi":"10.3390/environments6100111","title":"Impact of Zirconium on Freshwater Periphytic Microorganisms","year":2019,"lang":"en","type":"article","venue":"Environments","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Institut National de Recherche en Sciences et Technologies pour l'Environnement et l'Agriculture; LabEx COTE; Canada Research Chairs","keywords":"Periphyton; Autotroph; Algae; Biofilm; Cyanobacteria; Ciliate; Biology; Green algae; Chlorophyta; Microorganism; Ecology; Environmental chemistry; Botany; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006900148,0.0001479357,0.0001688882,0.00002945449,0.00004899882,0.000008105108,0.0002543704,0.00008032945,0.0871636],"category_scores_gemma":[0.000002721288,0.0001244766,0.0001084121,0.0000525518,0.0001680382,0.000137467,0.0002258114,0.000098728,0.03420727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636286,"about_ca_system_score_gemma":0.000003883797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321497,"about_ca_topic_score_gemma":0.00005001952,"domain_scores_codex":[0.9990327,0.0000357689,0.0001390694,0.000295079,0.0001953871,0.0003020309],"domain_scores_gemma":[0.9995254,0.00001341835,0.00006326434,0.0003167496,6.604151e-7,0.00008053665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006523309,0.0001711075,0.6065023,0.000002966885,0.00003069789,0.0000060283,0.0002290908,0.002322238,0.3866289,0.000008065661,0.003911297,0.000122047],"study_design_scores_gemma":[0.0009448515,0.001300152,0.8644727,0.000005892142,0.00001496982,0.000005156587,0.00003753177,0.0003820863,0.1207354,0.0001400732,0.01171481,0.0002463985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920852,0.00000451269,0.00001480699,0.00003630455,0.0001607792,0.0001661793,0.00003519176,0.00001019802,0.007486876],"genre_scores_gemma":[0.9938372,0.000005480118,0.0001544257,0.0002578646,0.000009925562,0.000002172879,0.00001858819,0.00001433586,0.005700009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2658935,"threshold_uncertainty_score":0.9665447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004530456136404822,"score_gpt":0.1890026574592189,"score_spread":0.1844722013228141,"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."}}