{"id":"W2009353648","doi":"10.1016/j.carbon.2014.05.090","title":"Hydrogen-assisted pulsed KrF-laser irradiation for the in situ photoreduction of graphene oxide films","year":2014,"lang":"en","type":"article","venue":"Carbon","topic":"Graphene research and applications","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Fluence; Graphene; Materials science; Raman spectroscopy; Laser; Irradiation; Oxide; Hydrogen; Sheet resistance; Graphite oxide; Torr; Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Optics; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004713404,0.00006888078,0.0001065576,0.00008425629,0.00006470956,0.00001782624,0.0001612066,0.00004356445,0.00001653193],"category_scores_gemma":[0.0001226127,0.00005196566,0.00005539283,0.0002898062,0.00007805915,0.00004907324,0.00001582031,0.00004665466,0.000003844195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002149152,"about_ca_system_score_gemma":0.0000300527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003490799,"about_ca_topic_score_gemma":0.0001696263,"domain_scores_codex":[0.9992341,0.0000592224,0.0001844643,0.0001739223,0.0001587444,0.0001895014],"domain_scores_gemma":[0.9993808,0.00015446,0.00008251364,0.0002709872,0.00006577285,0.00004552521],"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":[0.00002694747,0.00004012231,0.0003117948,0.00001364831,0.000003594259,5.076466e-8,0.00004388462,0.000278019,0.9978617,0.0006853734,0.00009518408,0.0006396557],"study_design_scores_gemma":[0.0003826527,0.00004715029,0.0272366,0.000009433896,0.00001119277,7.7928e-7,0.00006772008,0.007814554,0.9621927,0.001843891,0.0003303309,0.00006301709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982787,0.00007226183,0.0003801242,0.0002186397,0.00008156836,0.0004539069,0.00001107612,0.00002164934,0.0004820684],"genre_scores_gemma":[0.9991588,0.00001573471,0.0003904089,0.00002436437,0.00003519345,0.0003198981,0.00001778452,0.000008929801,0.00002886623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03566904,"threshold_uncertainty_score":0.2119098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859613295826013,"score_gpt":0.2650627298486735,"score_spread":0.2464665968904133,"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."}}