{"id":"W4396496537","doi":"10.31031/rdms.2023.19.000970","title":"Catalytic Activity of Porous Crystalline Aluminosilicates in Continuous Nitrate Removal via Electroreduction","year":2023,"lang":"en","type":"article","venue":"Research & Development in Material Science","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Aluminosilicate; Nitrate; Catalysis; Porosity; Chemical engineering; Materials science; Chemistry; Inorganic chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001575277,0.0001574334,0.0001896702,0.0001532181,0.0001250851,0.0003119213,0.0001993979,0.0002374328,0.0006027248],"category_scores_gemma":[0.0001515375,0.0001362435,0.0002447809,0.0001394321,0.0001733163,0.0001973684,0.0001776001,0.0002247157,0.0002337252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777377,"about_ca_system_score_gemma":0.0001949488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552748,"about_ca_topic_score_gemma":0.003715285,"domain_scores_codex":[0.999871,0.00001225894,0.000008528285,0.00002144317,0.00006558701,0.00002118123],"domain_scores_gemma":[0.999945,0.00001737527,0.000009423748,0.000004095146,0.00001680482,0.000007234374],"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":[0.00009155647,0.00002687882,0.0003098039,0.00007269715,0.000008442283,0.00008210396,0.00002344918,0.0002120331,0.9947485,0.00009782303,0.0000930863,0.00423366],"study_design_scores_gemma":[0.000009425582,0.000163796,0.001813546,0.000004971653,0.00001552554,0.0001020522,0.00002797989,0.001762173,0.9945784,0.000019955,0.001496943,0.000005317552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939669,0.001841321,0.001335036,0.00005970085,0.00002920883,0.00001129036,0.00006209783,0.00002967913,0.00266469],"genre_scores_gemma":[0.9959052,0.0007740239,0.0009920105,0.000013319,0.000006427198,0.000004423111,0.00008680566,0.000008942055,0.002208875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552748,"threshold_uncertainty_score":0.003087461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513551664404062,"score_gpt":0.3147830685853956,"score_spread":0.2796475519413549,"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."}}