{"id":"W3156398594","doi":"10.1039/d1nr01677f","title":"Tuning the photonic properties of graphene oxide suspensions with nanostructured additives","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Oxide; Materials science; Colloid; Nanocrystal; Nanotechnology; Cellulose; Chemical engineering; Photonics; Optoelectronics","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":[],"consensus_categories":[],"category_scores_codex":[0.00003623906,0.0001010599,0.0001445755,0.00001580069,0.0001988611,0.00002319776,0.0001256864,0.00002023632,0.0003989738],"category_scores_gemma":[0.0000046294,0.00005977392,0.00007509103,0.0002378691,0.0001486602,0.00004794344,0.00005557099,0.0001028163,0.000003365814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005992819,"about_ca_system_score_gemma":0.0001321976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014199,"about_ca_topic_score_gemma":0.00007205766,"domain_scores_codex":[0.9993737,0.00002909099,0.0001416609,0.0001739947,0.0001217811,0.0001597811],"domain_scores_gemma":[0.9994184,0.00003195883,0.00008033197,0.0003163778,0.0001144092,0.00003847731],"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":[0.000009926179,0.0000668483,0.00184071,0.000005509601,0.00005492831,8.735472e-7,0.0002820319,0.0000176864,0.9850509,0.01191085,0.0003065954,0.0004531723],"study_design_scores_gemma":[0.0002718734,0.00001617369,0.003869058,0.00006771643,0.00003623967,0.000004203275,0.001950276,0.00007475265,0.983075,0.001414859,0.009113878,0.0001060041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940374,0.0002507256,0.0002834499,0.0002468898,0.00003183381,0.0001749454,0.00006562391,0.00001562146,0.004893476],"genre_scores_gemma":[0.9987545,0.000008020359,0.0003676528,0.00003898217,0.00002850663,0.00006518803,0.00003091609,0.00001250102,0.0006937546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049599,"threshold_uncertainty_score":0.4368483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126051453262323,"score_gpt":0.2158414469427277,"score_spread":0.2045809324101045,"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."}}