{"id":"W2004171333","doi":"10.1089/ees.2009.0375","title":"Activated Clay Prepared by Waste Acid Recycling: Technology and Mechanism","year":2010,"lang":"en","type":"article","venue":"Environmental Engineering Science","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Guangxi University","keywords":"Sulfuric acid; Montmorillonite; Pollution; Chemistry; Sulfate; Municipal solid waste; Waste management; Environmental pollution; Chemical engineering; Materials science; Environmental science; Inorganic chemistry; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0002193534,0.0001347308,0.0001093089,0.0001632785,0.0002100226,0.00008472185,0.0002990734,0.00007907168,0.0002269474],"category_scores_gemma":[0.00007666913,0.0001280304,0.00001822648,0.0002405922,0.0003484749,0.0003907044,0.0001762564,0.0002290522,0.00004931313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154381,"about_ca_system_score_gemma":0.00001261779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007382276,"about_ca_topic_score_gemma":0.000001463415,"domain_scores_codex":[0.9989086,0.000004561407,0.000149641,0.0004043184,0.0002140115,0.0003188329],"domain_scores_gemma":[0.9995337,0.00002138203,0.00004634085,0.000270676,0.000005031964,0.0001228951],"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":[0.000002253826,0.00002489243,0.00005459035,0.00000180308,0.000001253521,0.000001537596,0.00007381801,0.000150477,0.9987556,0.0005259061,0.00003041107,0.0003774935],"study_design_scores_gemma":[0.000108701,0.00003708492,0.0001535654,0.000007201504,0.000003295644,0.00004293492,0.00007523286,0.005066297,0.9927776,0.0001103293,0.001465587,0.0001521598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980854,0.00004368896,0.0006620722,0.000138846,0.0006569401,0.0000916428,0.00001745802,0.0001273709,0.0001765449],"genre_scores_gemma":[0.9961312,0.00001660493,0.003488023,0.00002323193,0.00003419381,0.00002112518,0.000002677004,0.00001373729,0.0002692354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005977953,"threshold_uncertainty_score":0.5220928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003480100116974319,"score_gpt":0.2003799857836498,"score_spread":0.1968998856666755,"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."}}