{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"b788d126541c","filters":{"venue":"International Journal of Petrochemical Science & Engineering"}},"results":[{"id":"W4362713585","doi":"10.15406/ipcse.2019.04.00115","title":"Application of corrosion-resistant Corning advanced-flow reactors for multiphase Bunsen reaction - Part two: investigation on multiphase reaction","year":2019,"lang":"en","type":"article","venue":"International Journal of Petrochemical Science & Engineering","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Natural Resources Canada","funders":"Changzhou University; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Toluene; Bunsen burner; Chemistry; Corrosion; Chemical reaction; Inorganic chemistry; Materials science; Chemical engineering; Organic chemistry","authors":[{"name":"Hui Wang","is_ca":true},{"name":"Armin Monir","is_ca":true},{"name":"Xinjun Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247742425041544,"gpt":0.2587079525294608,"spread":0.2462305282790454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006344402,0.0001832925,0.0002501217,0.0004205873,0.00003940677,0.00004175079,0.0004071162,0.00009333606,0.000008051714],"category_scores_gemma":[0.001200178,0.0001747053,0.0001255726,0.0003054984,0.0000541744,0.0006135511,0.00002366038,0.0003488914,0.00000483882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006551675,"about_ca_system_score_gemma":0.00009049574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000936157,"about_ca_topic_score_gemma":4.918501e-7,"domain_scores_codex":[0.9979988,0.00001006814,0.0006939334,0.0002254289,0.0008277655,0.0002440549],"domain_scores_gemma":[0.9982449,0.0003020382,0.000416477,0.0001652633,0.0006835031,0.0001878398],"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":[0.0002835227,0.0000334065,0.0001540081,0.000008490606,0.00001349643,0.000001276526,0.00004506511,0.2259275,0.7669291,0.0001218182,0.00003762433,0.006444666],"study_design_scores_gemma":[0.001843315,0.0001261386,0.0002121142,0.0002097298,0.00001066863,0.00001600067,0.0000321331,0.3676392,0.6256025,0.00002117431,0.004153303,0.000133675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946238,0.00003663293,0.05061284,0.00007662977,0.002575474,0.0002977394,0.00001908664,0.00006868429,0.00007489077],"genre_scores_gemma":[0.9885775,0.00002011723,0.01083462,0.00001931962,0.0004668257,0.00001904245,0.00002187394,0.00002673283,0.0000139825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1417117,"threshold_uncertainty_score":0.7124277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399925515","doi":"10.15406/ipcse.2023.06.00130","title":"Hazards to water resources and life safety from exploitation of onshore wells by hydraulic fracturing","year":2023,"lang":"en","type":"article","venue":"International Journal of Petrochemical Science & Engineering","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","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":"Hydraulic fracturing; Petroleum engineering; Geology; Environmental science; Mining engineering; Geotechnical engineering","authors":[{"name":"Robert W. Brewerton","is_ca":false},{"name":"Sava Medonos","is_ca":false},{"name":"Graham D Warren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003482273454076826,"gpt":0.2023832772918633,"spread":0.1989010038377865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941761,0.00009490953,0.0001233777,0.00004233668,0.00003804094,0.00003542954,0.0004533357,0.00003319158,0.0001655113],"category_scores_gemma":[0.0001518099,0.00007501136,0.00004171301,0.0001827299,0.0001508073,0.0003393996,0.0003049444,0.0001242827,0.00002165784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286134,"about_ca_system_score_gemma":0.000006483746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007197812,"about_ca_topic_score_gemma":6.858384e-7,"domain_scores_codex":[0.9985377,0.000005648813,0.0003025194,0.0001679098,0.000789577,0.0001966433],"domain_scores_gemma":[0.9995618,0.00005633993,0.00008214635,0.00006861704,0.00001722231,0.0002138934],"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":[0.00002323119,0.00001481153,0.008103485,0.000001061928,0.00001178298,0.000005378346,0.0008621508,0.1869756,0.8025077,0.000006294416,0.0001304157,0.001358103],"study_design_scores_gemma":[0.0007484876,0.000168532,0.2327112,0.0001438317,0.00002790246,0.00003508352,0.001174339,0.06174853,0.6763433,0.0003011402,0.02613615,0.0004614951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988442,0.00002248402,0.01053144,0.0006827578,0.0001796876,0.00002896766,0.000003704773,0.00001271307,0.00009622102],"genre_scores_gemma":[0.9937237,0.00004509043,0.005981887,0.0001284928,0.00007282822,0.000001143115,0.00000263868,0.000008576149,0.00003563599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246077,"threshold_uncertainty_score":0.3058875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}