{"meta":{"query_hash":"23fa85c30638","filters":{"venue":"Journal of Chemical Engineering Research Updates"},"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/23fa85c30638","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Chemical+Engineering+Research+Updates"},"results":[{"id":"W2624087085","doi":"10.15377/2409-983x.2016.03.01.3","title":"Permselective Membranes for Gas Processing Replacing the Conventional Methods","year":2016,"lang":"en","type":"article","venue":"Journal of Chemical Engineering Research Updates","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Membrane; Syngas; Natural-gas processing; Membrane technology; Waste management; Natural gas; Process engineering; Biogas; Gas separation; Sour gas; Polymeric membrane; Sweetening; Engineering; Materials science; Environmental science; Chemistry; Catalysis; Organic chemistry","score_opus":0.0383226537552078,"score_gpt":0.36551874213046287,"score_spread":0.32719608837525505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624087085","genre_codex":"methods","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":[0.34019518,0.005299312,0.6477966,0.0042649615,0.00069440843,0.00063827774,0.000021524123,0.0002540258,0.0008357421],"genre_scores_gemma":[0.978814,0.0001935364,0.02034098,0.000018490427,0.00046804,0.000029245004,0.0000030933606,0.000043157477,0.00008946731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867034,0.00004049864,0.0004153268,0.00011496434,0.0004101506,0.0003487114],"domain_scores_gemma":[0.99815166,0.0010570132,0.00005308197,0.00011633341,0.0004937049,0.00012819213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002215503,0.00012543361,0.00022106097,0.00016863941,0.000062255844,0.000054278626,0.00027357892,0.000074320924,0.00007007188],"category_scores_gemma":[0.0007974932,0.00007038668,0.00014048663,0.0002492811,0.000076829885,0.00025828095,0.000013754702,0.0003782469,0.0000032844353],"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":[0.000069117326,0.000014396131,0.000013407132,0.00030205722,0.00007693365,0.0000035732285,0.00012072618,0.004665834,0.98177725,0.00033337914,0.0011613759,0.011461951],"study_design_scores_gemma":[0.00055980525,0.00004355922,0.000024717454,0.00023092423,0.000017437944,0.00008783812,0.000026612315,0.033801205,0.93515486,0.0008138747,0.029122151,0.00011701869],"about_ca_topic_score_codex":3.7632898e-7,"about_ca_topic_score_gemma":9.847088e-8,"teacher_disagreement_score":0.6386188,"about_ca_system_score_codex":0.00009642572,"about_ca_system_score_gemma":0.00006753099,"threshold_uncertainty_score":0.28702855},"labels":[],"label_agreement":null}]}