{"id":"W2160276215","doi":"","title":"ANION EXCHANGE RESIN TECHNOLOGY FOR NATURAL ORGANIC MATTER REMOVAL FROM SURFACE WATER","year":2013,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ion-exchange resin; Natural organic matter; Organic matter; Chemistry; Ion exchange; Surface water; Environmental chemistry; Ion; Environmental science; Inorganic chemistry; Organic chemistry; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002052727,0.0004748876,0.0002869569,0.0004012069,0.0002666644,0.0003634754,0.0003015196,0.0003650351,0.001773192],"category_scores_gemma":[0.00009172734,0.0001686399,0.0004337873,0.0002168933,0.0001117468,0.0003242701,0.0002643812,0.0004724293,0.000955737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282591,"about_ca_system_score_gemma":0.0002119729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006834,"about_ca_topic_score_gemma":0.001477511,"domain_scores_codex":[0.9997776,0.00002466654,0.0000138814,0.00004729817,0.0001137342,0.00002293857],"domain_scores_gemma":[0.9999431,0.000009252146,0.00002017979,0.000003522119,0.00001731939,0.000006618563],"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":[0.00003335052,0.00003418383,0.0001484409,0.0002708806,0.00001126274,0.00003980086,0.00001833129,0.0001444492,0.9872667,0.000101561,0.0001901894,0.01174078],"study_design_scores_gemma":[0.00001326437,0.0005657965,0.002343026,0.00002639915,0.00002828822,0.0002802506,0.00003306298,0.001581169,0.9686469,0.000075817,0.02638249,0.00002349725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119622,0.04301866,0.1249923,0.0006925086,0.0004829215,0.0004236863,0.001145372,0.001714746,0.01556763],"genre_scores_gemma":[0.8740889,0.02162901,0.06987192,0.0003779167,0.0001200665,0.0002378917,0.0009481898,0.00008617412,0.0326399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001773192,"threshold_uncertainty_score":0.005931854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001989629861835119,"score_gpt":0.1256939470338526,"score_spread":0.1237043171720175,"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."}}