{"id":"W2803546479","doi":"10.1039/c8ew90020e","title":"Correction: Potential for manganese biofouling in water transmission lines using model reactors","year":2018,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biofouling; Manganese; Environmental science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001699434,0.0002038785,0.0001706646,0.0006332112,0.0009498778,0.00009029153,0.0009177712,0.0001610072,0.0006939957],"category_scores_gemma":[0.00001402376,0.0001297558,0.00005645627,0.0005289383,0.003635573,0.0004904006,0.001391541,0.0003310831,0.0003723957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007584108,"about_ca_system_score_gemma":0.000009780048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004053313,"about_ca_topic_score_gemma":0.00006307836,"domain_scores_codex":[0.9964337,0.00005107286,0.0003013376,0.0008997979,0.0008448164,0.001469217],"domain_scores_gemma":[0.9993697,0.000008637417,0.0000266922,0.0004229544,0.000009875323,0.0001621434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005655283,0.000129711,0.001715381,0.000004885623,0.000002876357,0.00001870044,0.001116222,0.009576964,0.9769388,0.000007563327,0.0001108264,0.01032147],"study_design_scores_gemma":[0.0003463059,0.0002546013,0.0004211625,0.00001575769,0.000004611798,0.00002637446,0.0005287128,0.2472534,0.7383051,0.001493875,0.0111486,0.0002014999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907338,0.0000116615,0.006488955,0.001284575,0.0002196713,0.0007237961,0.000002120355,0.00006702937,0.000468372],"genre_scores_gemma":[0.9948464,0.00001804008,0.00323877,0.00004679675,0.00007163313,0.0000746581,0.000008532306,0.00002614009,0.001669008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386337,"threshold_uncertainty_score":0.9990759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193548284657338,"score_gpt":0.3045430037091282,"score_spread":0.2726075208625549,"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."}}