{"id":"W2054954586","doi":"10.4236/jwarp.2014.612109","title":"UV Photocatalytic Degradation of Commercial Naphthenic Acid Using TiO<sub>2</sub>-Zeolite Composites","year":2014,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Government of Canada","keywords":"Naphthenic acid; Photocatalysis; Chemistry; Degradation (telecommunications); Carbon dioxide; Nuclear chemistry; Corrosion; Environmental chemistry; Titanium dioxide; Catalysis; Materials science; Organic chemistry; Metallurgy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009970089,0.0003335504,0.0006267616,0.0004116725,0.0004428093,0.0001904979,0.0002505487,0.0002698408,0.0001109883],"category_scores_gemma":[0.0001166443,0.0002568885,0.0003250982,0.0002760067,0.0001427933,0.0003388298,0.00007531205,0.0006048677,0.00002433666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291905,"about_ca_system_score_gemma":0.00003920586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008418606,"about_ca_topic_score_gemma":0.00007708389,"domain_scores_codex":[0.9975553,0.000192416,0.0009604114,0.0003189806,0.0005837436,0.0003891786],"domain_scores_gemma":[0.9981418,0.00005916563,0.0009423748,0.0003610914,0.000317899,0.000177632],"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":[0.0004520257,0.0001194081,0.0007690077,0.0003433636,0.0002083488,0.000001367271,0.0009035091,0.0005608035,0.977641,0.000001182464,0.00009410423,0.01890582],"study_design_scores_gemma":[0.001463763,0.0001282295,0.0002527583,0.0009345934,0.0007323509,0.0005346838,0.0000643781,0.001475946,0.909804,0.0001899686,0.08396715,0.0004521342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817892,0.0007451024,0.01648631,0.0002406878,0.00007141531,0.00005661124,0.0000107477,0.00004109999,0.0005588625],"genre_scores_gemma":[0.9963363,0.00005739962,0.001193455,0.00006239282,0.0006084536,0.000008534042,0.00007916907,0.00004758927,0.001606655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08387305,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027571303585886,"score_gpt":0.2486913623015792,"score_spread":0.2211200587156932,"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."}}