{"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":"7002ba8c0fd3","filters":{"venue":"Pidvodni tehnologii"}},"results":[{"id":"W3209844769","doi":"10.32347/uwt2021.11.1801","title":"Investigation of mechanical properties and crack resistance parameters of steel reinforcements of reinforced concrete structures of long-term special term","year":2021,"lang":"en","type":"article","venue":"Pidvodni tehnologii","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Composite material; Slip (aerodynamics); Base metal; Deformation (meteorology); Surface layer; Layer (electronics); Welding","authors":[{"name":"Petro Kulikov","is_ca":false},{"name":"Yulia Makarenko","is_ca":true},{"name":"Victor Khoruzhiy","is_ca":false},{"name":"Valeriy Makarenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04347079863979553,"gpt":0.228793571869747,"spread":0.1853227732299515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359809,0.0001926767,0.0006322709,0.00007743679,0.00004811672,0.00002394353,0.0003065185,0.0001800435,0.0002978551],"category_scores_gemma":[0.0003470794,0.0001485653,0.00007486247,0.0001401948,0.0006428739,0.0001829699,0.0002902163,0.00008342677,0.00000150496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000205604,"about_ca_system_score_gemma":0.00009442428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006179385,"about_ca_topic_score_gemma":0.0000197425,"domain_scores_codex":[0.9979849,0.0001253969,0.0009746391,0.0003067447,0.0003741633,0.0002341083],"domain_scores_gemma":[0.9983739,0.00004871723,0.0007984031,0.0004505957,0.0002720752,0.00005633851],"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":[0.0004641697,0.000003001829,0.0005090339,0.001010001,0.00002973953,0.000003960945,0.0004407254,0.00001976813,0.9895752,0.007704102,0.00002419209,0.0002160765],"study_design_scores_gemma":[0.0006257872,0.0003546001,0.001982199,0.0003442355,0.00004419743,0.000004639891,0.0002821267,0.00006754997,0.9952456,0.0008916938,0.000008885589,0.0001485229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985777,0.0001763242,0.0002236943,0.00007067202,0.0003548934,0.0003338024,0.0000546913,0.00002229092,0.000185897],"genre_scores_gemma":[0.9941692,0.00008383379,0.005386095,0.00002904323,0.00004811076,0.00001039692,0.00001410549,0.0000134503,0.0002457982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006812408,"threshold_uncertainty_score":0.6058317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208476276","doi":"10.32347/uwt2021.11.1101","title":"One approach to the problems of impact of fine shells of the S.P. Timoshenko type on elastic half-space","year":2021,"lang":"en","type":"article","venue":"Pidvodni tehnologii","topic":"Heat Transfer and Mathematical Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Progressive Waste Solutions (Canada)","funders":"","keywords":"Discretization; Type (biology); Shell (structure); Mathematics; Timoshenko beam theory; Algebraic equation; Space (punctuation); Mathematical analysis; Rotation (mathematics); Volterra integral equation; Inertia; Classical mechanics; Integral equation; Nonlinear system; Finite element method; Geometry; Physics; Computer science","authors":[{"name":"Vladislav Bogdanov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03832308952638615,"gpt":0.2434085934740618,"spread":0.2050855039476756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779783,0.0001313533,0.0003262709,0.00004302649,0.00002278658,0.00000522719,0.0002882893,0.00009296253,0.00003908904],"category_scores_gemma":[0.0002637705,0.00007477454,0.0001368698,0.0004629553,0.00006224416,0.00002153502,0.00005733899,0.0002103482,0.000014437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640838,"about_ca_system_score_gemma":0.00004345576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002744895,"about_ca_topic_score_gemma":0.00001075511,"domain_scores_codex":[0.9990951,0.00003905173,0.0003228312,0.0001373388,0.0001928025,0.0002128916],"domain_scores_gemma":[0.9991493,0.0001839501,0.00002416489,0.0005059789,0.00009823191,0.0000384361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003609886,0.0005160002,0.0001660129,0.001206266,0.0002773618,5.837452e-7,0.001421223,0.8037774,0.1763298,0.0103006,0.0004545312,0.005514152],"study_design_scores_gemma":[0.001292419,0.001562922,0.008013709,0.00176455,0.0003543043,0.00001790996,0.0004638112,0.3276067,0.648303,0.009488928,0.0004507894,0.0006809981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565282,0.0009592672,0.1141995,0.0008969794,0.0002110107,0.0007766755,0.00004613934,0.0001396398,0.02624261],"genre_scores_gemma":[0.9972154,0.00004727429,0.002623656,0.00001357886,0.00001784115,0.00001218248,0.000002244862,0.00002076368,0.00004704214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761707,"threshold_uncertainty_score":0.3049217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}