{"id":"W4225104223","doi":"10.3390/min12020171","title":"Phosphate Removal from Wastewater by Magnetic Amorphous Lanthanum Silicate Alginate Hydrogel Beads","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Fund for Distinguished Young Scholars; China Scholarship Council; Central South University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Adsorption; Aqueous solution; Phosphate; Lanthanum; Amorphous calcium phosphate; Amorphous solid; Silicate; Sodium silicate; Chemical engineering; Inorganic chemistry; Mesoporous material; Chemistry; Materials science; Nuclear chemistry; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191695,0.0003568431,0.0002064666,0.0002279874,0.00009747548,0.0002628466,0.0002112395,0.0002743597,0.0002985155],"category_scores_gemma":[0.0001167072,0.0001581555,0.0003353975,0.0001512809,0.000100027,0.0002047254,0.0002002469,0.0002198467,0.0001940797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836938,"about_ca_system_score_gemma":0.0002229299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009470238,"about_ca_topic_score_gemma":0.00169752,"domain_scores_codex":[0.9998596,0.00001497751,0.00001635532,0.00002527852,0.0000530063,0.00003081207],"domain_scores_gemma":[0.9999503,0.000007243642,0.0000167903,0.000004778075,0.00001228362,0.000008619036],"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":[0.00002312949,0.00000748603,0.0001006013,0.00004536994,0.000005059141,0.0000185904,0.00000410928,0.0000948309,0.9978501,0.00001368618,0.00001315044,0.001823891],"study_design_scores_gemma":[0.000006102819,0.00009993029,0.0007845635,0.000003723093,0.00001159263,0.00005692173,0.000008412282,0.001471346,0.9967399,0.00001317261,0.0007984647,0.000005816246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879522,0.001882693,0.008727735,0.00009616833,0.00002409016,0.00002756604,0.0001077182,0.0001046211,0.001077103],"genre_scores_gemma":[0.9853964,0.001153074,0.01118893,0.00007847861,0.00001462098,0.00002810855,0.0001618083,0.00001629264,0.001962283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009470238,"threshold_uncertainty_score":0.00188297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005787261625450567,"score_gpt":0.1855302856350978,"score_spread":0.1797430240096472,"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."}}