{"id":"W4366751262","doi":"10.1016/j.aca.2023.341248","title":"Solid-state, reagent-free and one-step laser-induced synthesis of graphene-supported metal nanocomposites from metal leaves and application to glucose sensing","year":2023,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Graphene; Nanocomposite; Materials science; Nanoparticle; Reagent; Nanotechnology; Oxide; Metal; Chemical engineering; Electrode; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001368567,0.0002442854,0.0001733907,0.0002064384,0.0001663242,0.0002139365,0.0003999895,0.0003146866,0.0005947117],"category_scores_gemma":[0.0001768043,0.0001591814,0.0002499183,0.0001827957,0.0001862272,0.0002276076,0.0001806011,0.000458673,0.000251143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281372,"about_ca_system_score_gemma":0.0001438627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003850266,"about_ca_topic_score_gemma":0.001045952,"domain_scores_codex":[0.999899,0.00001266811,0.000007716482,0.00002772983,0.00003421559,0.00001864061],"domain_scores_gemma":[0.9999404,0.00001437391,0.00001660087,0.00001149218,0.000008940675,0.000008247792],"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":[0.00002792443,0.00001159753,0.00002458948,0.0000297621,0.000002333793,0.00001589482,0.00001039809,0.00007514235,0.9986877,0.00006813485,0.000026237,0.001020225],"study_design_scores_gemma":[0.000002575767,0.00003564618,0.0001807585,7.645079e-7,0.000002560181,0.0000176966,0.000004189431,0.0006021021,0.998834,0.00001771132,0.0002994443,0.000002481223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822009,0.00109716,0.01372125,0.0001427419,0.00003693637,0.00004371235,0.0003440403,0.0003342061,0.002079203],"genre_scores_gemma":[0.9903988,0.0002361258,0.007890895,0.00002294351,0.000005595493,0.00002191802,0.0001479992,0.00002931474,0.001246482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005947117,"threshold_uncertainty_score":0.002041578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009671720719315496,"score_gpt":0.2294017938077605,"score_spread":0.219730073088445,"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."}}