{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"008f1ad3f94b","filters":{"venue":"Reporter of the Priazovskyi State Technical University Section Technical sciences"}},"results":[{"id":"W4375814994","doi":"10.31498/2225-6733.45.2022.276236","title":"Increasing the development of cone bits when drilling","year":2022,"lang":"en","type":"article","venue":"Reporter of the Priazovskyi State Technical University Section Technical sciences","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drilling; Petroleum engineering; Process engineering; Engineering; Mechanical engineering; Mining engineering; Environmental science","authors":[{"name":"Ганна Миколаївна Панченко","is_ca":false},{"name":"V.Y. Tsyhanok","is_ca":false},{"name":"Yevhen Tyshchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02338916774544116,"gpt":0.2112702580618984,"spread":0.1878810903164572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781432,0.0001052415,0.0001839524,0.0001567537,0.0007128783,0.00001348973,0.0009613252,0.0000642657,0.00003303155],"category_scores_gemma":[0.0001877905,0.00007363193,0.00009923914,0.001005823,0.0006296639,0.00009407793,0.0005626147,0.0003334112,4.036661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019563,"about_ca_system_score_gemma":0.00009366937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006308299,"about_ca_topic_score_gemma":0.00006651767,"domain_scores_codex":[0.9985098,0.00009901141,0.0004671457,0.0002251694,0.0005116625,0.0001872705],"domain_scores_gemma":[0.9990292,0.0001819569,0.000308432,0.0003912344,0.00005907235,0.00003012911],"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":[0.0001325289,0.0003910387,0.01507056,0.0001374316,0.0001641934,0.0000115922,0.002306341,0.04291184,0.885752,0.005611962,0.002887895,0.04462263],"study_design_scores_gemma":[0.001488808,0.0009766596,0.1676971,0.000376392,0.0002734124,0.001027397,0.01743939,0.01347354,0.6224211,0.02039782,0.1525875,0.001840787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701133,0.00004169629,0.02275471,0.0005421581,0.0002626695,0.0003256858,0.00001104847,0.0007327896,0.00521596],"genre_scores_gemma":[0.9912861,0.00001587878,0.008573746,0.000008004884,0.000007001272,0.00000450568,0.000001183238,0.000006289204,0.00009729596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2633309,"threshold_uncertainty_score":0.5482956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402197643","doi":"10.31498/2225-6733.47.2023.300058","title":"The influence of gas heating on the calculated supersonic parameters of gas-powder flow at slag blower in the converter. Message 1","year":2023,"lang":"en","type":"article","venue":"Reporter of the Priazovskyi State Technical University Section Technical sciences","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Slag (welding); Supersonic speed; Durability; Nozzle; Materials science; Basic oxygen steelmaking; Oxygen; Oxide; Metallurgy; Composite material; Steelmaking; Mechanics; Chemistry; Mechanical engineering; Engineering; Physics","authors":[{"name":"Asseel Mohammed Kadhim","is_ca":false},{"name":"Л И Тарасюк","is_ca":false},{"name":"S.V. Kozlovtsev","is_ca":false},{"name":"V. Sinelnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01109551406107028,"gpt":0.1959257366313519,"spread":0.1848302225702816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002473837,0.0002163587,0.0003450094,0.0001429754,0.0003637893,0.0000240081,0.001405216,0.0001824849,0.00001564762],"category_scores_gemma":[0.0006339742,0.0001098444,0.0002887107,0.002579073,0.00102172,0.0001306441,0.0004249825,0.0006211281,0.000002834588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777577,"about_ca_system_score_gemma":0.00005307335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002371192,"about_ca_topic_score_gemma":0.0002223378,"domain_scores_codex":[0.9975238,0.0001735112,0.0007020225,0.0003431038,0.0008034294,0.0004540936],"domain_scores_gemma":[0.997588,0.001287411,0.000245835,0.0007344494,0.00008264574,0.00006163211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001079681,0.0001423459,0.000853992,0.0001047298,0.00008355139,0.0000319858,0.0004193395,0.7523299,0.2403045,0.001263246,0.0006338131,0.003724712],"study_design_scores_gemma":[0.002764854,0.002761395,0.1267582,0.002126576,0.0004424658,0.0004270847,0.003757427,0.6327877,0.1966945,0.02092642,0.008258491,0.002294797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952338,0.00002017884,0.001450767,0.001602901,0.0001582613,0.0005801668,0.00001301659,0.0002808042,0.0006600734],"genre_scores_gemma":[0.9996019,0.0001090955,0.0001525057,0.0000376739,0.000007557328,0.00000808884,0.000001171417,0.00001174394,0.00007028415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259043,"threshold_uncertainty_score":0.4479325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402199507","doi":"10.31498/2225-6733.47.2023.300059","title":"The influence of gas heating on the calculated supersonic parameters of gas-powder flow at slag blower in the converter. Message 2","year":2023,"lang":"en","type":"article","venue":"Reporter of the Priazovskyi State Technical University Section Technical sciences","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Supersonic speed; Mechanics; Jet (fluid); Slag (welding); Materials science; Flow (mathematics); Turbulence; Mechanical engineering; Physics; Thermodynamics; Metallurgy; Engineering","authors":[{"name":"Asseel Mohammed Kadhim","is_ca":false},{"name":"L.I. Tarasiuk","is_ca":false},{"name":"S.V. Kozlovtsev","is_ca":false},{"name":"V. Sinelnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303754199468691,"gpt":0.2121874313161871,"spread":0.1991498893215002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243453,0.0001713007,0.0002868811,0.0001014406,0.0003643314,0.00002449982,0.001183867,0.0001262932,0.00001869585],"category_scores_gemma":[0.0003753581,0.00008111344,0.0002297249,0.001961701,0.001241696,0.0001252967,0.0002898698,0.0004202857,0.000001725147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270835,"about_ca_system_score_gemma":0.00004669998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468464,"about_ca_topic_score_gemma":0.0003120816,"domain_scores_codex":[0.9979373,0.0001936425,0.0005640631,0.0002819473,0.000696074,0.0003269382],"domain_scores_gemma":[0.9979934,0.001022524,0.0002815942,0.0005780971,0.00008127628,0.00004310234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003743703,0.000376481,0.00307518,0.0002872742,0.0002545888,0.0000809562,0.001546556,0.6872754,0.2941201,0.007021098,0.0005755293,0.005012511],"study_design_scores_gemma":[0.00120003,0.001015567,0.09762631,0.000692592,0.0002294042,0.0001867737,0.002779074,0.8555973,0.0234953,0.01449116,0.001819268,0.0008672756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961803,0.00001939229,0.0006777357,0.000815711,0.0001085496,0.0004454591,0.000009629463,0.0001356569,0.001607573],"genre_scores_gemma":[0.9996339,0.0001794129,0.00007701748,0.00002909252,0.000005273256,0.000004076173,0.000001143263,0.000009069146,0.00006099742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706248,"threshold_uncertainty_score":0.4575079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}