{"id":"W2559737824","doi":"10.1038/srep38066","title":"Advanced Fabrication of Chemically Bonded Graphene/TiO2 Continuous Fibers with Enhanced Broadband Photocatalytic Properties and Involved Mechanisms Exploration","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Science Foundation of Shandong Province; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Shandong University","keywords":"Photocatalysis; Graphene; Materials science; Oxide; Chemical engineering; Irradiation; Fabrication; Chemical vapor deposition; Crystallization; Nanotechnology; Annealing (glass); Catalysis; Composite material; Chemistry; Organic chemistry","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":[0.0004937878,0.0002509083,0.0003886277,0.0002209587,0.000151596,0.00007656777,0.0001557998,0.00009449857,0.00002981796],"category_scores_gemma":[0.0002236055,0.0001643979,0.00006994805,0.0005770632,0.0005759403,0.0008922242,0.0000679829,0.00006517359,0.000003800681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007690349,"about_ca_system_score_gemma":0.0000915689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006463759,"about_ca_topic_score_gemma":0.0001410517,"domain_scores_codex":[0.9974864,0.00003849018,0.0007081581,0.00093414,0.0005357324,0.0002970888],"domain_scores_gemma":[0.9974532,0.00003789533,0.0007779723,0.001039896,0.0005808951,0.0001101963],"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":[0.000128194,0.00005655756,0.00006200861,0.00004076114,0.00003028386,0.000007710183,0.0004262287,0.00003659533,0.9901862,0.0004590674,0.0001201248,0.008446272],"study_design_scores_gemma":[0.0003915499,0.0001104794,0.00003205719,0.0002202852,0.00003960329,0.00001651132,0.0002183337,0.00003802365,0.9386425,0.05931027,0.0007290549,0.0002513119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871414,0.000114558,0.1097042,0.00006280538,0.0003502355,0.001319376,0.000002977243,0.0003162967,0.0009881735],"genre_scores_gemma":[0.9851382,0.00002222797,0.01261059,0.00001533911,0.00001194704,0.000466427,0.0000633987,0.00003738959,0.001634466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09799682,"threshold_uncertainty_score":0.6703952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525223117106214,"score_gpt":0.2235630841932626,"score_spread":0.2083108530222005,"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."}}