{"id":"W4221134546","doi":"10.1021/acsomega.2c00108","title":"A Comparative Investigation of Chemically Reduced Graphene Oxide Thin Films Deposited via Spray Pyrolysis","year":2022,"lang":"en","type":"article","venue":"ACS Omega","topic":"Graphene research and applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Spray pyrolysis; Graphene; Oxide; Materials science; Chemical engineering; Pyrolysis; Thin film; Graphene oxide paper; Solution precursor plasma spray; Thermal spraying; Nanotechnology; Metallurgy; Coating","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266388,0.000223075,0.0002050042,0.0002630659,0.0002027189,0.0001534782,0.0003817495,0.0003344255,0.001669116],"category_scores_gemma":[0.0002929525,0.000163227,0.0002163957,0.000246562,0.0002316833,0.0002638831,0.0000751299,0.0003472473,0.0001643382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381575,"about_ca_system_score_gemma":0.0001728275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516354,"about_ca_topic_score_gemma":0.002378546,"domain_scores_codex":[0.9998868,0.000006488945,0.000003839824,0.00001594513,0.00006487859,0.00002214527],"domain_scores_gemma":[0.9998351,0.00007006824,0.00002346079,0.00001332083,0.0000474997,0.00001038526],"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":[0.00003525202,0.00000755754,0.00004376132,0.00004781366,0.000003430556,0.00004670205,0.00001590527,0.00003011124,0.9991928,0.00003746547,0.00001598354,0.000523198],"study_design_scores_gemma":[0.000004677068,0.0001783737,0.002284239,0.000004867066,0.000009331482,0.000115908,0.00003461936,0.0003461264,0.9962701,0.00002133876,0.0007269893,0.000003476816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938385,0.001183131,0.001313469,0.00004389395,0.00002924229,0.00002714583,0.0002461317,0.00003273985,0.003285774],"genre_scores_gemma":[0.993219,0.001004768,0.003296226,0.00002741056,0.000007356264,0.00001217214,0.0002600208,0.0000200109,0.002153113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669116,"threshold_uncertainty_score":0.005583704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489895347897608,"score_gpt":0.2753762607765265,"score_spread":0.2504773072975505,"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."}}