{"meta":{"query_hash":"21e05a032f4b","filters":{"venue":"Advanced Engineering Research (Rostov-on-Don)"},"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/21e05a032f4b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advanced+Engineering+Research+%28Rostov-on-Don%29"},"results":[{"id":"W4414659716","doi":"10.23947/2687-1653-2025-25-3-208-220","title":"Study of Effect of Electrode Arrangement on Layer Geometry and Fusion Zone Morphology under Twin-Arc Surfacing","year":2025,"lang":"en","type":"article","venue":"Advanced Engineering Research (Rostov-on-Don)","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TRTech","funders":"","keywords":"Shielded cable; Electrode; Welding; Fusion; Layer (electronics); Coating; Roundness (object)","score_opus":0.013853404178626516,"score_gpt":0.2875716775810302,"score_spread":0.2737182734024037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414659716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945207,0.0010265128,0.002622244,0.000041829,0.0002780932,0.0006202326,0.000012786501,0.00016802248,0.0007095717],"genre_scores_gemma":[0.99845284,0.0008398686,0.00031232953,0.000012807996,0.000030501584,0.00012775538,0.0000066601456,0.00007422237,0.00014301487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785054,0.000070647104,0.00036835475,0.00044347314,0.0005651802,0.00070177787],"domain_scores_gemma":[0.9980344,0.0013005687,0.000030765033,0.0004959804,0.000035418183,0.000102873164],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062387605,0.00038409833,0.0005782454,0.0007012816,0.00010992324,0.000013321925,0.00021917386,0.000105952655,0.000016905484],"category_scores_gemma":[0.00023980533,0.00035969904,0.00007097037,0.00070561236,0.00008085232,0.00006682868,0.00016983411,0.0007073943,0.000010678398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016332383,0.00015440013,0.0012316213,0.00047933924,0.00018311042,0.000014093402,0.00014528268,0.70781684,0.28634056,0.00013452978,0.00009674355,0.0032401858],"study_design_scores_gemma":[0.0074266656,0.010752796,0.10215167,0.0017844962,0.000091357324,0.000008270323,0.0009891643,0.013814265,0.86068875,0.000074439704,0.0012071593,0.001010945],"about_ca_topic_score_codex":0.00003988737,"about_ca_topic_score_gemma":0.000016159245,"teacher_disagreement_score":0.69400257,"about_ca_system_score_codex":0.00030966755,"about_ca_system_score_gemma":0.000008188491,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null}]}