{"id":"W2294585492","doi":"10.1039/c6ta00890a","title":"Experimental and theoretical studies on competitive adsorption of aromatic compounds on reduced graphene oxides","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Graphene research and applications","field":"Materials Science","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China; U.S. Environmental Protection Agency","keywords":"Aniline; Graphene; Benzene; Adsorption; Density functional theory; Materials science; Chemical engineering; Computational chemistry; Inorganic chemistry; Chemistry; Organic chemistry; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005200546,0.0007464276,0.0006559007,0.0004812186,0.000826655,0.000326574,0.00186658,0.000723071,0.004576014],"category_scores_gemma":[0.0009392662,0.0004045223,0.0005701056,0.0006572169,0.0005804941,0.0005614274,0.0003640037,0.0007182433,0.0004396994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008956916,"about_ca_system_score_gemma":0.0002893205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238515,"about_ca_topic_score_gemma":0.005215604,"domain_scores_codex":[0.9994112,0.0000680605,0.00002508118,0.0000980492,0.0002850005,0.0001125624],"domain_scores_gemma":[0.9993487,0.0004121301,0.0000396021,0.00005840271,0.0001229916,0.00001821006],"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":[0.0004022059,0.0001705799,0.0008768861,0.000808924,0.00005322056,0.0002452864,0.0001350162,0.008588714,0.980992,0.002899162,0.0002557098,0.004572282],"study_design_scores_gemma":[0.00003759973,0.0005140381,0.00227365,0.00001198703,0.00003347504,0.0001354623,0.0001178826,0.02659301,0.9685875,0.0004460367,0.001207841,0.00004141769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875507,0.001586416,0.00521498,0.0001045406,0.00003502084,0.0000627456,0.0007133742,0.00006899732,0.00466317],"genre_scores_gemma":[0.9910177,0.001540001,0.00558289,0.00004721047,0.00003016817,0.00008625905,0.0004290052,0.00001547472,0.001251294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006238515,"threshold_uncertainty_score":0.01530832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440880375262616,"score_gpt":0.3119853786085756,"score_spread":0.2875765748559495,"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."}}