{"id":"W2036375619","doi":"10.1088/1742-6596/430/1/012086","title":"Multiple Scattering Debye-Waller Factors for Arsenate","year":2013,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Light Source (Canada); University of Saskatchewan; University of Guelph","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Arsenate; Tetrahedron; Debye–Waller factor; Scattering; Distortion (music); Ideal (ethics); Crystallography; Chemistry; Debye; Aqueous solution; Materials science; Physics; Optics; Physical chemistry; Arsenic; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142509,0.001497612,0.0007166622,0.001903783,0.0007413557,0.0007067002,0.0008984875,0.0008147672,0.007638587],"category_scores_gemma":[0.003369281,0.000502258,0.0009508184,0.001141967,0.0005765832,0.001817984,0.0007477119,0.001298954,0.001123749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009041163,"about_ca_system_score_gemma":0.0004702521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008051394,"about_ca_topic_score_gemma":0.0007575347,"domain_scores_codex":[0.9992625,0.0001033864,0.00004241121,0.0001426949,0.0003580849,0.00009085762],"domain_scores_gemma":[0.9985109,0.000810373,0.0001421822,0.0001215587,0.0003573708,0.00005768981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001668037,0.0002716328,0.005445452,0.001196378,0.0002359421,0.0008633966,0.001082263,0.08586393,0.7024898,0.113061,0.004607682,0.0832145],"study_design_scores_gemma":[0.0001151453,0.0005033883,0.01245284,0.0001307906,0.0001113237,0.0009644222,0.0006883077,0.3722798,0.5442243,0.05419355,0.01392928,0.0004069124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6370022,0.006381159,0.3291952,0.0007687548,0.0003666117,0.000276959,0.001104813,0.001004963,0.02389936],"genre_scores_gemma":[0.9377121,0.002191031,0.04950033,0.00008416375,0.00003216138,0.0002505224,0.0008138813,0.0002525427,0.009163259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007638587,"threshold_uncertainty_score":0.02555358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376089237432827,"score_gpt":0.2271339101038881,"score_spread":0.2033730177295598,"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."}}