{"id":"W3095118364","doi":"10.1109/fleps49123.2020.9239545","title":"Modified graphene oxide as a chemo-mechanical material for Chromium speciation using a battery operated microplasma on a polymeric substrate","year":2020,"lang":"en","type":"article","venue":"","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microplasma; Graphene; Chromium; Oxide; Materials science; Substrate (aquarium); Battery (electricity); Chemical engineering; Nanotechnology; Metallurgy; Plasma","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":[0.0001268438,0.0003270519,0.0001195277,0.0003609371,0.0001700416,0.0002059605,0.0005323523,0.0003951214,0.0007271781],"category_scores_gemma":[0.0001638909,0.0001612408,0.0001908042,0.000198461,0.0001574845,0.0002183736,0.0001829286,0.0003675943,0.0003057632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081473,"about_ca_system_score_gemma":0.0001487973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732794,"about_ca_topic_score_gemma":0.001180907,"domain_scores_codex":[0.9998865,0.00001041686,0.000005809777,0.00002913734,0.00005048977,0.00001753188],"domain_scores_gemma":[0.9999204,0.00001877222,0.00001826012,0.00001205593,0.00001699166,0.00001350808],"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":[0.000007687341,0.00000449382,0.00001928689,0.00001392054,0.000001083842,0.00002046444,0.00000433896,0.00002361259,0.999281,0.00004005467,0.00001436041,0.0005696115],"study_design_scores_gemma":[0.000001608904,0.00006447599,0.0004538441,0.000002072666,0.000003662881,0.00006090479,0.000005968331,0.0004354308,0.998185,0.00001370935,0.0007687294,0.000004526161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9754723,0.001446338,0.01937482,0.0001939479,0.00008242391,0.00007107073,0.000413848,0.0003824777,0.002562835],"genre_scores_gemma":[0.9717145,0.0005660497,0.02446621,0.00005864522,0.00001630424,0.00005201718,0.0002284922,0.00002548707,0.002872356],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007271781,"threshold_uncertainty_score":0.002432644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243166638666389,"score_gpt":0.2852613154558448,"score_spread":0.2328296490691809,"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."}}