{"id":"W4412512251","doi":"10.1149/ma2025-01261480mtgabs","title":"Exploring the Potential of Salt Splitting Electrolysis for Industrial Waste Recycling: Insights from a Pilot Project in Quebec","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrolysis; Waste management; Environmental science; Salt lake; Engineering; Chemistry; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914157,0.0001882864,0.0003330175,0.0001955696,0.0001199723,0.00004673469,0.0002139143,0.0001049877,0.000001943843],"category_scores_gemma":[0.001393145,0.0001552958,0.0001366691,0.0003910652,0.00002944211,0.0001649485,0.00005182394,0.0003957442,0.000001411147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132283,"about_ca_system_score_gemma":0.0001287826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634218,"about_ca_topic_score_gemma":0.0009751372,"domain_scores_codex":[0.99836,0.00006780277,0.0007227488,0.0003278483,0.0001950083,0.0003266043],"domain_scores_gemma":[0.9985933,0.0008089003,0.0002726451,0.0002318862,0.00006083324,0.0000324544],"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":[0.0002891192,0.0000852808,0.0001252921,0.00004507036,0.0001034467,0.000002123979,0.0004345618,0.03445089,0.9589794,0.00005275071,0.00003268739,0.005399377],"study_design_scores_gemma":[0.0007133601,0.00003429218,0.0005904477,0.000513207,0.00009199739,4.906477e-7,0.00103625,0.0101139,0.9862663,0.0001751928,0.0003137406,0.0001507917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971547,0.0002364077,0.0001368102,0.0001854826,0.0004636611,0.0003829606,0.000005374142,0.00006601545,0.001368599],"genre_scores_gemma":[0.9978905,0.00001618087,0.001087027,0.000009232439,0.0006994116,0.0001335354,0.00001248843,0.0000288207,0.0001228059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728693,"threshold_uncertainty_score":0.9902081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472566719830109,"score_gpt":0.2542371339865971,"score_spread":0.199511466788296,"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."}}