{"id":"W4296240609","doi":"10.53063/synsint.2022.2389","title":"Banana-peel derived activated carbon for microwave absorption at X-band frequency","year":2022,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yayasan UTP; Universiti Teknologi Petronas","keywords":"Reflection loss; Microwave; Carbonization; Materials science; Dielectric loss; Absorption (acoustics); Porosity; Activated carbon; Carbon fibers; X band; Composite material; Chemical engineering; Dielectric; Optoelectronics; Scanning electron microscope; Organic chemistry; Chemistry; Composite number; Telecommunications; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004798455,0.0001752508,0.0002698152,0.00009021466,0.0003706815,0.00009329282,0.0001631584,0.00004558593,0.001628788],"category_scores_gemma":[0.0001051048,0.0001772715,0.00005604653,0.00006738486,0.00006091423,0.00008403498,0.0001363405,0.00005512552,0.000009597432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207479,"about_ca_system_score_gemma":0.00002306428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608567,"about_ca_topic_score_gemma":0.00004514271,"domain_scores_codex":[0.9986336,0.0001405133,0.000305443,0.0004061982,0.0001663515,0.0003478978],"domain_scores_gemma":[0.9993628,0.0001670686,0.0001537438,0.0002133056,0.00003791802,0.00006515221],"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":[0.0001292438,0.0000219641,0.00007359707,0.00004512431,0.000011726,0.000003753732,0.0001849782,0.000009917393,0.9987411,0.00006725404,0.00006864077,0.000642735],"study_design_scores_gemma":[0.0002494307,0.0001660255,0.001042065,0.00003004405,0.00002962703,0.00004431101,0.0001184081,0.00008245357,0.9971246,0.0005385707,0.0003600416,0.000214419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997866,0.0001651046,0.0001220207,0.0002313954,0.0003769346,0.0003206598,0.00006861117,0.00008071868,0.0007684992],"genre_scores_gemma":[0.9980167,0.00001909246,0.001167837,0.0000617467,0.00007137082,0.0002773718,0.00000985655,0.00003508617,0.0003409026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619191,"threshold_uncertainty_score":0.9992839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529007836388714,"score_gpt":0.2223880469786819,"score_spread":0.2070979686147947,"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."}}