{"meta":{"query_hash":"417f18eec7a1","filters":{"venue":"Carbon nanostructures"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/417f18eec7a1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Carbon+nanostructures"},"results":[{"id":"W4385060463","doi":"10.1007/978-3-031-36249-1_9","title":"Graphene-Based Materials for the Remediation of Hydrogen Sulfide Gas","year":2023,"lang":"en","type":"book-chapter","venue":"Carbon nanostructures","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hydrogen sulfide; Graphene; Adsorption; Environmental remediation; Oxide; Materials science; Sulfide; Pollutant; Nanotechnology; Carbon fibers; Mineralization (soil science); Environmental science; Chemistry; Contamination; Ecology; Composite material; Sulfur; Composite number","score_opus":0.017314516173074383,"score_gpt":0.21246050480655962,"score_spread":0.19514598863348523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385060463","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27424407,0.038097307,0.0017071159,0.0062398287,0.1679462,0.051531352,0.023323318,0.012484324,0.4244265],"genre_scores_gemma":[0.9498987,0.00048429714,0.00017254565,0.00017412595,0.004809805,0.00031138767,0.0006354654,0.0008218887,0.042691782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985067,0.000017726981,0.0005625266,0.0002420913,0.00041224845,0.00025866838],"domain_scores_gemma":[0.9985566,0.0004721144,0.00024243603,0.0004991305,0.00016797957,0.000061729545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002862589,0.0003756664,0.00053407927,0.00020817984,0.00005030961,0.00002616361,0.00032521994,0.00065194763,0.000100002464],"category_scores_gemma":[0.0003127371,0.0002826534,0.00023149498,0.000054456083,0.00007179985,0.000016098476,0.000025417536,0.00021964802,0.0000031720028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048069478,0.000003953489,0.000010503912,0.0008199731,0.0010778703,0.000018274692,0.00016452704,0.028322656,0.89496404,0.031686142,0.029943135,0.012508202],"study_design_scores_gemma":[0.0013348085,0.00006690235,0.000020152067,0.00027793524,0.00044316606,0.0000025297538,0.0000058824708,0.002423583,0.9090959,0.025513666,0.060277022,0.0005384731],"about_ca_topic_score_codex":0.000025242192,"about_ca_topic_score_gemma":0.00001544451,"teacher_disagreement_score":0.67565465,"about_ca_system_score_codex":0.00008029125,"about_ca_system_score_gemma":0.00011071492,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null}]}