{"id":"W2319387468","doi":"10.1021/es502133k","title":"Role of Pb(II) Defects in the Mechanism of Dissolution of Plattnerite (β-PbO<sub>2</sub>) in Water under Depleting Chlorine Conditions","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Water Network; Canada Foundation for Innovation; University of Oklahoma","keywords":"Dissolution; Chlorine; Chemistry; Carbonate; Oxide; Environmental chemistry; Inorganic chemistry; Corrosion; Lead oxide; Lead dioxide; Electrochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017928,0.0001220297,0.0001712208,0.000287327,0.0001329668,0.00000411546,0.0003167306,0.00009291402,0.00008702842],"category_scores_gemma":[0.00001780753,0.00008529405,0.00004056632,0.0005873012,0.001396677,0.0002355958,0.0003220688,0.0001095765,0.00003399704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994901,"about_ca_system_score_gemma":0.000004188879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001607911,"about_ca_topic_score_gemma":0.0002043162,"domain_scores_codex":[0.9987575,0.00004410945,0.0002705638,0.0002960064,0.0003108927,0.0003209645],"domain_scores_gemma":[0.9995609,0.00002693027,0.0001203201,0.0002638064,0.000001771468,0.00002625188],"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":[0.000006816322,0.0002545019,0.0918661,0.000002309814,0.000001628466,5.876365e-7,0.0003299713,0.001167443,0.9034652,0.002352142,8.599838e-7,0.0005524618],"study_design_scores_gemma":[0.0003028456,0.0002194962,0.1992858,0.00001159011,0.00000739515,0.000007178458,0.0005144049,0.0004332543,0.7882347,0.01089229,0.00001878516,0.00007230374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986858,0.00001145267,0.0002004437,0.0001711205,0.00002989482,0.0002360665,0.000004339314,0.00001482746,0.0006460443],"genre_scores_gemma":[0.9998115,0.00001348585,0.0001023712,0.0000164284,0.000003920842,0.00003074233,0.000009611437,0.000006014436,0.000005946526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152305,"threshold_uncertainty_score":0.5146115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004014176496101625,"score_gpt":0.1876685351385138,"score_spread":0.1836543586424122,"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."}}