{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"7cf521f7c778","filters":{"venue":"Materiale Plastice"}},"results":[{"id":"W3003469516","doi":"10.37358/mp.19.1.5119","title":"Comparative Study on Plastic Materials as a New Source of Energy","year":2019,"lang":"en","type":"article","venue":"Materiale Plastice","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministerul Cercetării şi Inovării; Canada Excellence Research Chairs, Government of Canada","keywords":"Pyrolysis; Heat of combustion; Polyethylene; Diesel fuel; Gas chromatography; Low-density polyethylene; Fuel oil; Materials science; Polystyrene; Pyrolysis–gas chromatography–mass spectrometry; Polymer; Sulfur; Waste management; Fuel gas; High-density polyethylene; Chemical engineering; Chemistry; Organic chemistry; Combustion; Composite material; Chromatography; Engineering","authors":[{"name":"Marius Constantinescu","is_ca":false},{"name":"Felicia Bucura","is_ca":false},{"name":"Roxana Elena Ionete","is_ca":false},{"name":"Violeta‐Carolina Niculescu","is_ca":false},{"name":"Eusebiu Ilarian Ionete","is_ca":false},{"name":"Anca Maria Zaharioiu","is_ca":false},{"name":"Simona Oancea","is_ca":false},{"name":"Marius Gheorghe Miricioiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01031996568316055,"gpt":0.2144917786478376,"spread":0.2041718129646771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004559307,0.0002008872,0.0003793256,0.00007709074,0.00001620773,0.00004109012,0.0002076916,0.00006893634,0.002379446],"category_scores_gemma":[0.00008063362,0.0001861124,0.00002200027,0.0001154539,0.0000224256,0.0000754701,0.00006059523,0.00004070896,0.001234427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923871,"about_ca_system_score_gemma":0.00002994331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005060079,"about_ca_topic_score_gemma":0.000001574422,"domain_scores_codex":[0.9990891,0.00003695993,0.000278026,0.0002057774,0.0001956837,0.0001944872],"domain_scores_gemma":[0.9992344,0.0003540323,0.00006983485,0.0002034564,0.00003226305,0.0001060512],"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":[0.000372948,0.00008326217,0.00004789099,0.0001172038,0.00006918051,0.000003465656,0.0006350629,0.0007513675,0.9970336,0.0001541325,0.0007092551,0.0000226495],"study_design_scores_gemma":[0.0008187203,0.0003702986,0.0002314993,0.00005998102,0.00003617729,0.000003820751,0.0004436972,0.0000553625,0.9966054,0.00003839369,0.001143469,0.0001932028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966331,0.00001202175,0.0002140293,0.000005006829,0.001550387,0.0001557733,0.00002722231,0.0001856787,0.00121681],"genre_scores_gemma":[0.9993209,0.000001566089,0.0000453139,0.00001934181,0.00008387447,0.00001105626,0.00001201716,0.00003183546,0.0004741194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002687805,"threshold_uncertainty_score":0.9995432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003928669","doi":"10.37358/mp.19.4.5259","title":"From Plastic to Fuel - New Challenges","year":2019,"lang":"en","type":"article","venue":"Materiale Plastice","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministerul Cercetării şi Inovării; Canada Excellence Research Chairs, Government of Canada","keywords":"Pyrolysis; Waste management; Heat of combustion; Valorisation; Polyethylene; Polypropylene; Petrochemical; Environmental science; Fuel gas; Biomass (ecology); Materials science; Energy recovery; Fossil fuel; Combustion; Chemistry; Engineering; Organic chemistry; Composite material","authors":[{"name":"Marius Constantinescu","is_ca":false},{"name":"Felicia Bucura","is_ca":false},{"name":"Eusebiu Ilarian Ionete","is_ca":false},{"name":"Daniela Ion‐Ebrasu","is_ca":false},{"name":"Claudia Şandru","is_ca":false},{"name":"Anca Maria Zaharioiu","is_ca":false},{"name":"Florian Marin","is_ca":false},{"name":"Marius Gheorghe Miricioiu","is_ca":false},{"name":"Violeta‐Carolina Niculescu","is_ca":false},{"name":"Simona Oancea","is_ca":false},{"name":"Roxana Elena Ionete","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00875767652683307,"gpt":0.183367236060051,"spread":0.1746095595332179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002245192,0.0001547256,0.0001680182,0.00004716421,0.0000098306,0.00004808128,0.0002117366,0.00008290436,0.003693258],"category_scores_gemma":[0.00008704772,0.0001547949,0.00001923435,0.00007215253,0.000007557876,0.00009848728,0.00006890835,0.00005041942,0.01035237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319653,"about_ca_system_score_gemma":0.00001349858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002860368,"about_ca_topic_score_gemma":0.000005061739,"domain_scores_codex":[0.9992928,0.000007669678,0.0001387718,0.0002160675,0.000125457,0.0002192602],"domain_scores_gemma":[0.9993469,0.0002625945,0.00001590512,0.0001939004,0.00001620466,0.0001645458],"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":[0.00007012321,0.000008055179,0.0000155425,0.0002139123,0.00002578424,0.000004118514,0.00038774,0.0002786473,0.9952945,0.00008578672,0.002959518,0.0006563016],"study_design_scores_gemma":[0.0006293124,0.00006241053,0.0008801643,0.0001209448,0.00003209527,0.000002865938,0.0001839006,0.0002377846,0.944384,0.0004664648,0.05258299,0.0004170143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992376,0.0003102177,0.000318616,0.0001187642,0.003786818,0.0001001125,0.00005446064,0.000444311,0.002490659],"genre_scores_gemma":[0.9984139,0.00003660442,0.0008086117,0.00004158691,0.0003629285,0.00000677466,0.00001452742,0.00003878464,0.0002762966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05091042,"threshold_uncertainty_score":0.9972175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004068002","doi":"10.37358/mp.17.3.4884","title":"Side-Effects of Polyurethane Ureteral Stents with or without Hydrogel Coating in Urologic Pathology","year":2017,"lang":"en","type":"article","venue":"Materiale Plastice","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Polyurethane; Stent; Medicine; Coating; Surgery; Urology; Radiology; Materials science; Nanotechnology; Composite material","authors":[{"name":"Nicolae Grigore","is_ca":false},{"name":"Valentin Pirvut","is_ca":false},{"name":"Ionela Mihai","is_ca":false},{"name":"Adrian Hașegan","is_ca":false},{"name":"Sebastian Ioan Cernusca Mitariu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041378405182102,"gpt":0.2788178852049487,"spread":0.2584041011531276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008122739,0.0001416278,0.0003658051,0.00005888188,0.0001005755,0.0000353236,0.0001658114,0.00009013856,0.00003104472],"category_scores_gemma":[0.0003742656,0.00009495277,0.00002418974,0.00004170159,0.0001327768,0.00008172703,0.00008038346,0.000110703,0.00001310334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001569059,"about_ca_system_score_gemma":0.0000550832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378769,"about_ca_topic_score_gemma":0.00007795681,"domain_scores_codex":[0.9991317,0.00003507174,0.0002327793,0.0002395062,0.0001263853,0.000234508],"domain_scores_gemma":[0.9991549,0.0001091584,0.0002337428,0.0003810152,0.00005188312,0.0000692824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005878623,0.0003292099,0.1948908,0.001144186,0.00006939755,0.0005986702,0.000654756,0.00002635391,0.7956362,0.0002834278,0.0000327694,0.000455672],"study_design_scores_gemma":[0.0108579,0.005625925,0.829604,0.001215422,0.0004584299,0.001855219,0.0001054512,0.002629314,0.1466114,0.0003425125,0.0002136699,0.0004806885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982014,0.00002663694,0.0001941236,0.0002230482,0.0002161757,0.0003975061,0.00001185744,0.00003019813,0.000699038],"genre_scores_gemma":[0.9977918,0.000004533031,0.001607037,0.0002233084,0.00008606524,0.00005333215,0.00001242589,0.00001893881,0.000202592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6490247,"threshold_uncertainty_score":0.3872062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313642684","doi":"10.37358/mp.22.4.5623","title":"Effects of Punch Test Conditions on the Mechanical Response of Polyethylene Materials","year":2001,"lang":"en","type":"article","venue":"Materiale Plastice","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Government of Jiangsu Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Materials science; Punching; Strain hardening exponent; Composite material; Hardening (computing); Head (geology); Structural engineering; Deformation (meteorology); Polyethylene; Softening; Displacement (psychology); Engineering; Layer (electronics); Geology","authors":[{"name":"Jiongming Wen","is_ca":false},{"name":"Lei Sun","is_ca":false},{"name":"Chenyi Gu","is_ca":false},{"name":"Yi Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008645489469704365,"gpt":0.217827195086267,"spread":0.2091817056165627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003276055,0.000162038,0.0002994863,0.00006657971,0.00003930134,0.00002542156,0.0002497069,0.00009698243,0.0008496451],"category_scores_gemma":[0.0009712733,0.0001226779,0.00004326824,0.0001267389,0.00005159589,0.00004598512,0.0000524858,0.00007170252,0.0001124333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346155,"about_ca_system_score_gemma":0.00001115488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009774291,"about_ca_topic_score_gemma":7.878919e-7,"domain_scores_codex":[0.9989019,0.0001760533,0.0003782726,0.0001301631,0.0002118489,0.0002017694],"domain_scores_gemma":[0.9951909,0.004338299,0.00007703099,0.0002899674,0.00004498297,0.00005881451],"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":[0.0004911,0.00009981912,0.000009327131,0.0001257859,0.0000176977,0.00001383869,0.00002270441,0.0001295887,0.9962755,0.002621933,0.0001829709,0.000009714795],"study_design_scores_gemma":[0.0003451159,0.0003170382,0.004445537,0.0001434292,0.00007179274,0.000012118,0.000007327165,0.0001063426,0.9941019,0.000190867,0.0001437203,0.0001147625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99791,0.00001354185,0.0004354221,0.00008409901,0.0008877778,0.0002697669,0.0001909418,0.000112522,0.00009589717],"genre_scores_gemma":[0.9995016,0.00001251008,0.0002647144,0.00002557749,0.00006383179,0.00005226357,0.000009759946,0.00003280008,0.0000369356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004436209,"threshold_uncertainty_score":0.9303018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}