{"id":"W2331837136","doi":"10.1021/am4039272","title":"Recyclable Graphene Oxide-Supported Titanium Dioxide Photocatalysts with Tunable Properties","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Photocatalysis; Nanocomposite; Titanium dioxide; Graphene; Chemical engineering; Catalysis; Aqueous solution; Oxide; Nanotechnology; Composite material; Organic chemistry; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005293644,0.0006101835,0.0008752401,0.0001971936,0.0001874849,0.0002201751,0.0007429692,0.0002203683,0.0005758023],"category_scores_gemma":[0.00004396355,0.0004622845,0.00003327613,0.000356586,0.0002628748,0.0004141032,0.0002744348,0.000178355,0.0004731068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000965721,"about_ca_system_score_gemma":0.00003945808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942351,"about_ca_topic_score_gemma":0.0004374271,"domain_scores_codex":[0.9971237,0.00007281874,0.0007734792,0.0008739938,0.0004136303,0.0007423412],"domain_scores_gemma":[0.9980438,0.00006072293,0.0004308159,0.00119838,0.0001467206,0.0001195578],"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":[0.0006329477,0.00008959388,0.00001589439,0.0001235775,0.0001608423,0.000004514175,0.0001542129,0.0002684474,0.9928615,0.004815189,0.0005028933,0.0003703832],"study_design_scores_gemma":[0.0005466717,0.0001720145,0.00002266221,0.0001342897,0.0001061896,0.00001675952,0.0002130862,0.000002849541,0.9885911,0.004315147,0.005224502,0.0006547085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762191,0.00006440822,0.0009004176,0.00004360556,0.0001336795,0.001063065,0.00002082314,0.001066935,0.02048796],"genre_scores_gemma":[0.9907507,0.00004766023,0.005764655,0.000229877,0.0000933214,0.001351185,0.0001203446,0.0001750567,0.001467229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902073,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159688506489095,"score_gpt":0.2190809989151784,"score_spread":0.2074841138502875,"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."}}