{"id":"W2892731046","doi":"10.1111/gwat.12827","title":"Aqueous‐Phase Sampling with NAPL Exclusion Using Ceramic Porous Cups","year":2018,"lang":"en","type":"article","venue":"Ground Water","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Porosity; Ceramic; Materials science; Aqueous solution; Aqueous two-phase system; Phase (matter); Sampling (signal processing); Mineralogy; Composite material; Chemistry; Organic chemistry; Optics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075938,0.0002014089,0.0002125681,0.00007102706,0.0004651721,0.0001835456,0.0001677136,0.0001041246,0.0007450178],"category_scores_gemma":[0.00000651901,0.0001287108,0.00006229112,0.00009721854,0.0001194585,0.0001870995,0.00008272385,0.0001570973,0.0001261041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062284,"about_ca_system_score_gemma":0.00003142577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203633,"about_ca_topic_score_gemma":0.00003126399,"domain_scores_codex":[0.9987585,0.00001160019,0.0002060689,0.0003639289,0.0002308941,0.0004290273],"domain_scores_gemma":[0.9994276,0.00001187092,0.00006681461,0.0003139147,0.00009310144,0.00008665975],"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":[0.0001431371,0.0001354672,0.0006657045,0.00008474069,0.00009677121,0.00005307389,0.001195397,0.00005672564,0.9781728,0.000004895396,0.00003311331,0.01935819],"study_design_scores_gemma":[0.006272608,0.0003847147,0.00007325465,0.0008133947,0.0008254787,0.0008995074,0.001557192,0.03049721,0.8797529,0.001024316,0.07591072,0.001988739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892834,0.00009654473,0.005138814,0.00007819053,0.00005345402,0.000006303079,0.000006757412,0.0001302195,0.005206355],"genre_scores_gemma":[0.9912261,0.000004518306,0.001469807,0.0001383761,0.000612467,0.000002733728,0.00007297478,0.00004074207,0.006432328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09841993,"threshold_uncertainty_score":0.8157423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281496294772031,"score_gpt":0.2864342649411414,"score_spread":0.2582846354639383,"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."}}