{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":139,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":139,"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":"21e15aa21c82","filters":{"venue":"ACS Applied Polymer Materials"}},"results":[{"id":"W3006239887","doi":"10.1021/acsapm.0c00019","title":"Recent Advances in Mechano-Responsive Hydrogels for Biomedical Applications","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Self-healing hydrogels; Nanotechnology; Tissue engineering; Materials science; Biomedical engineering; Computer science; Engineering","authors":[{"name":"Jingsi Chen","is_ca":true},{"name":"Qiongyao Peng","is_ca":true},{"name":"Xuwen Peng","is_ca":true},{"name":"Linbo Han","is_ca":false},{"name":"Xiaogang Wang","is_ca":false},{"name":"Jianmei Wang","is_ca":false},{"name":"Hongbo Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01144170868606985,"gpt":0.2654549387548465,"spread":0.2540132300687766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001135763,0.000144009,0.0001867758,0.00004243859,0.00005900953,0.00002760448,0.0001791157,0.0001312181,0.000187874],"category_scores_gemma":[0.00002854323,0.0001427184,0.00003690448,0.0001195598,0.00002928929,0.000005032157,0.00009365669,0.00004420068,0.00004234219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001066815,"about_ca_system_score_gemma":0.00005186079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000237263,"about_ca_topic_score_gemma":0.000003760737,"domain_scores_codex":[0.9989943,0.00002521704,0.0002951852,0.0003702422,0.00008806693,0.0002269995],"domain_scores_gemma":[0.9995369,0.00001884599,0.00009588157,0.0002095038,0.0000349589,0.0001038602],"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":[0.0002327433,0.00005281052,5.658376e-7,0.00001828864,0.00001804925,4.474027e-7,0.0000336607,0.000001408197,0.9807698,0.006640456,0.000714304,0.01151747],"study_design_scores_gemma":[0.0002882846,0.00006961753,5.04044e-7,0.000002382323,0.00000785555,0.000001377073,0.0000453562,0.00000293152,0.5712452,0.0002983224,0.4279448,0.00009337164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489957,0.02835794,0.09821683,0.01100163,0.001554827,0.006176131,0.002196507,0.0001537029,0.003346663],"genre_scores_gemma":[0.9907091,0.003319168,0.000449094,0.002211073,0.0006202146,0.001453289,0.001086048,0.00004334045,0.0001087009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4272305,"threshold_uncertainty_score":0.5819889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3002503693","doi":"10.1021/acsapm.9b01117","title":"Synergistic Cross-linking and Reinforcing Enhancement of Rubber Latex with Cellulose Nanocrystals for Glove Applications","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"CelluForce (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Natural rubber; Chemical engineering; Solvent; Ultimate tensile strength; Nanocomposite; Composite material; Tear resistance; Absorption of water; Polymer chemistry; Chemistry; Organic chemistry","authors":[{"name":"Rachel Blanchard","is_ca":true},{"name":"Emmanuel O. Ogunsona","is_ca":true},{"name":"Sassan Hojabr","is_ca":true},{"name":"Richard M. Berry","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01895739141253391,"gpt":0.2798152936980111,"spread":0.2608579022854772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662009,0.0002795802,0.0005526688,0.00004855635,0.0002221964,0.0001496839,0.0002680219,0.00008347141,0.0002487436],"category_scores_gemma":[0.00003245815,0.0002276587,0.00002781721,0.0001637958,0.0003651075,0.0001470632,0.0002932244,0.00006508292,0.00004376542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469387,"about_ca_system_score_gemma":0.00007205323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002806598,"about_ca_topic_score_gemma":0.00000131561,"domain_scores_codex":[0.9979198,0.00002902626,0.0006090356,0.0005422306,0.0003797477,0.00052018],"domain_scores_gemma":[0.9987879,0.0002273059,0.0003837418,0.0003199156,0.000133092,0.0001479788],"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":[0.0003653989,0.00002328425,0.00001282434,0.0006995209,0.00004082669,0.000001544799,0.0004554213,0.00003409598,0.9864503,0.01150036,0.00003162595,0.000384835],"study_design_scores_gemma":[0.0007815473,0.0001591476,0.00001259858,0.00005480658,0.00004777162,0.000001064227,0.000112007,0.000006937641,0.9970843,0.000645285,0.0008354327,0.0002591293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647434,0.0006638022,0.03175962,0.0001550826,0.00006397568,0.001540598,0.0002320729,0.00007422948,0.000767173],"genre_scores_gemma":[0.9948294,0.0000782721,0.003452481,0.0001366095,0.000180156,0.0009211294,0.0000525586,0.00004916159,0.0003002452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03008594,"threshold_uncertainty_score":0.9283652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993171262","doi":"10.1021/acsapm.9b00981","title":"Mechanically Reinforced Injectable Hydrogels","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Materials science; Nanofiber; Cellulose; Nanotechnology; Surface modification; Nanoparticle; Composite material; Chemical engineering; Polymer chemistry; Engineering","authors":[{"name":"Kevin J. De France","is_ca":false},{"name":"Emily D. Cranston","is_ca":true},{"name":"Todd Hoare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009142607976831588,"gpt":0.2190409151605227,"spread":0.2098983071836911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002997362,0.0002857743,0.0003488242,0.00005231211,0.0000956631,0.00008462377,0.0004944105,0.0002949773,0.0009809836],"category_scores_gemma":[0.00002000693,0.0002665599,0.0000610463,0.0001088625,0.00005916395,0.00000785546,0.0002987761,0.00006716645,0.001662209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931154,"about_ca_system_score_gemma":0.000093303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000886929,"about_ca_topic_score_gemma":0.000002949584,"domain_scores_codex":[0.9982443,0.00004864993,0.0004668253,0.0005743817,0.0001982954,0.0004675064],"domain_scores_gemma":[0.9986163,0.00001404793,0.0001747846,0.001041386,0.00004068583,0.0001127736],"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":[0.0001121764,0.0000227377,0.000008365039,0.00002354735,0.000071693,3.523821e-7,0.0000302257,0.000008021481,0.9934106,0.005161864,0.0005745497,0.0005758207],"study_design_scores_gemma":[0.0004182995,0.00007369151,0.00001400846,0.000008719365,0.00002755743,0.00000875768,0.0000287401,0.000001816342,0.9788831,0.0001288796,0.02006014,0.0003463151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890355,0.0002462793,0.0002341928,0.0001353433,0.0001910009,0.0007183204,0.0000599098,0.00007411579,0.009305282],"genre_scores_gemma":[0.9919345,0.000060392,0.0002601845,0.0009892235,0.0002491939,0.0003799049,0.0002262694,0.00008363115,0.005816699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01948559,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187822831","doi":"10.1021/acsapm.1c00640","title":"Environmentally Friendly and Zero-Formamide EVA/LDPE Microcellular Foams via Supercritical Carbon Dioxide Solid Foaming","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"State Key Laboratory of Polymer Materials Engineering; Sichuan University; National Natural Science Foundation of China","keywords":"Polyolefin; Materials science; Low-density polyethylene; Composite material; Elastomer; Polyethylene; Supercritical fluid; Ultimate tensile strength; Blowing agent; Supercritical carbon dioxide; Polyurethane; Organic chemistry","authors":[{"name":"Yanting Li","is_ca":false},{"name":"Pengjian Gong","is_ca":false},{"name":"Yunjie Liu","is_ca":false},{"name":"Yanhua Niu","is_ca":false},{"name":"Chul B. Park","is_ca":true},{"name":"Guangxian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00534055839129968,"gpt":0.2048663489579143,"spread":0.1995257905666146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003844718,0.0004878314,0.0006786378,0.00008145674,0.0003104859,0.0003135933,0.0003797819,0.0002290892,0.0006627961],"category_scores_gemma":[0.00001422643,0.0004938322,0.00006146205,0.0001093091,0.0003311125,0.0002019445,0.0005642852,0.0001393035,0.0002186483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006620301,"about_ca_system_score_gemma":0.0000642645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003104454,"about_ca_topic_score_gemma":0.000007192622,"domain_scores_codex":[0.9968958,0.0001382407,0.0007199437,0.0008598806,0.0004436148,0.0009424848],"domain_scores_gemma":[0.9988609,0.0001163839,0.00008112761,0.0006416435,0.00002419414,0.0002757522],"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":[0.00007141069,0.0001030611,0.0001142387,0.00007926514,0.00003432649,0.00007267261,0.0003137933,4.617659e-7,0.9972663,0.001136412,0.00003511411,0.0007729785],"study_design_scores_gemma":[0.0006213291,0.0000638146,0.0003004119,0.00004770001,0.0001109908,0.0002124051,0.0002233869,0.000004811988,0.9970712,0.0004585873,0.0002984839,0.000586863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924195,0.004818465,0.0002648661,0.0001700014,0.0006091858,0.0001959701,0.0001083311,0.0001646874,0.001248965],"genre_scores_gemma":[0.9979647,0.00009390677,0.0005249194,0.0005975563,0.000255037,0.00008673639,0.00009906796,0.00008689264,0.0002912268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005545129,"threshold_uncertainty_score":0.9997513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121684852","doi":"10.1021/acsapm.0c01295","title":"Soy-Based Adhesives Functionalized with Pressure-Responsive Crosslinker Microcapsules for Enhanced Wet Adhesion","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Adhesive; Isophorone diisocyanate; Materials science; Curing (chemistry); Polyurethane; Formaldehyde; Soy protein; Chemical engineering; Water resistance; Composite material; Chemistry; Organic chemistry","authors":[{"name":"Hao Yin","is_ca":false},{"name":"Erbing Zhang","is_ca":false},{"name":"Zhiqiang Zhu","is_ca":false},{"name":"Linbo Han","is_ca":false},{"name":"Peitao Zheng","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Nairong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118401620453175,"gpt":0.2425679065535209,"spread":0.2307277445082034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003829826,0.0004707258,0.0007332014,0.0001002306,0.0005084849,0.0004757079,0.000349011,0.0002205426,0.002479292],"category_scores_gemma":[0.00003744419,0.0003953525,0.0001025996,0.0001891273,0.0001822428,0.0001720305,0.000126901,0.00008300025,0.00016123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003308116,"about_ca_system_score_gemma":0.0004247887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005968452,"about_ca_topic_score_gemma":0.00001067275,"domain_scores_codex":[0.9970875,0.0001713232,0.0006636507,0.0009051177,0.00042122,0.0007511809],"domain_scores_gemma":[0.9981428,0.0004071214,0.000388857,0.0006291887,0.0002579517,0.0001740761],"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":[0.003606678,0.0001350383,0.000005228418,0.0001843705,0.00008303779,0.000008070087,0.0002420595,0.00007640112,0.9926749,0.002328682,0.0004799292,0.0001755481],"study_design_scores_gemma":[0.002724719,0.0001370306,0.0001105365,0.00009100648,0.0001948873,0.00001237066,0.0001324392,0.000008506809,0.9897639,0.0002739728,0.006008926,0.0005416663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891109,0.002642065,0.004583518,0.0004358621,0.0008435664,0.0008198828,0.0009576565,0.0002296767,0.0003768625],"genre_scores_gemma":[0.9889068,0.00002316186,0.006216844,0.001699618,0.0004547182,0.0006481247,0.0004168063,0.0001006947,0.001533242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005528997,"threshold_uncertainty_score":0.9998499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224024721","doi":"10.1021/acsapm.2c00177","title":"Hollow Filaments Synthesized by Dry-Jet Wet Spinning of Cellulose Nanofibrils: Structural Properties and Thermoregulation with Phase-Change Infills","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Academy of Finland; H2020 European Research Council; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Materials science; Polyethylene glycol; Composite material; Cellulose; Dynamic mechanical analysis; PEG ratio; Spinning; Nanocellulose; Ultimate tensile strength; Chemical engineering; Polymer","authors":[{"name":"Guillermo Reyes","is_ca":false},{"name":"Rubina Ajdary","is_ca":true},{"name":"Maryam Roza Yazdani","is_ca":false},{"name":"Orlando J. Rojas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03224700927444508,"gpt":0.2630026085736124,"spread":0.2307555992991673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004433094,0.0003305789,0.0006065967,0.00009984527,0.0003988345,0.0001096569,0.0002785205,0.00005175375,0.001162501],"category_scores_gemma":[0.0000173232,0.0002410322,0.00002446277,0.0001649647,0.0003770574,0.000278824,0.0005065846,0.00007122733,0.000009364315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931844,"about_ca_system_score_gemma":0.0000393191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202864,"about_ca_topic_score_gemma":0.000001520173,"domain_scores_codex":[0.9976582,0.000195149,0.0004723005,0.0004887693,0.0006778921,0.0005077233],"domain_scores_gemma":[0.9990305,0.00008454773,0.0004144441,0.0003431262,0.00004569527,0.00008172634],"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":[0.001016286,0.00004811698,0.00007333752,0.0001294156,0.00005064509,0.000003977813,0.001373675,0.000004881506,0.9955518,0.0002169898,0.0001012181,0.001429638],"study_design_scores_gemma":[0.001557033,0.0002476794,0.0002308086,0.0000473437,0.00003841904,0.000005111257,0.0005656978,0.00000772936,0.9966655,0.00009082121,0.0002451699,0.0002986914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963473,0.001677363,0.00002243469,0.00007641206,0.0001629195,0.001009925,0.0005197647,0.00007881791,0.0001050667],"genre_scores_gemma":[0.9984367,0.00004585352,0.0003808927,0.00006496804,0.00008650152,0.0006244171,0.00008219069,0.00005537473,0.0002230409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002089464,"threshold_uncertainty_score":0.9997506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945565639","doi":"10.1021/acsapm.9b00117","title":"Thiol-Reactive Polymers for Titanium Interfaces: Fabrication of Antimicrobial Coatings","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Michael Smith Health Research BC","keywords":"Maleimide; Surface modification; Adhesion; Materials science; Titanium; Polymer; Coating; Antimicrobial; Thiol; Copolymer; Combinatorial chemistry; Nanotechnology; Polymer chemistry; Chemistry; Chemical engineering; Organic chemistry; Composite material","authors":[{"name":"Tuğçe Nihal Gevrek","is_ca":false},{"name":"Kai Yu","is_ca":true},{"name":"Jayachandran N. Kizhakkedathu","is_ca":true},{"name":"Amitav Sanyal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008898000298641606,"gpt":0.2224492012242578,"spread":0.2135512009256162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001777033,0.000239396,0.0005320823,0.00009239469,0.00009157841,0.00003058849,0.0002401883,0.000248502,0.001425014],"category_scores_gemma":[0.00001184612,0.0002189286,0.00007131523,0.00007355304,0.0001867736,0.0001228701,0.0001020129,0.00008775877,0.0004003701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002805985,"about_ca_system_score_gemma":0.00005163284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003851,"about_ca_topic_score_gemma":0.000002083205,"domain_scores_codex":[0.9987814,0.0000456566,0.0004439756,0.0003408787,0.0000322229,0.0003559],"domain_scores_gemma":[0.999062,0.0001357063,0.0004432988,0.0002767372,0.00006821664,0.000014059],"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":[0.0005863745,0.00007379633,0.00005325829,0.00009555127,0.0001336919,7.135402e-8,0.0004690747,5.120386e-7,0.9899172,0.004809975,0.003039921,0.0008205511],"study_design_scores_gemma":[0.001009259,0.00009259974,0.0001220521,0.00004175018,0.00006787823,0.000005748697,0.0006440827,6.315278e-8,0.9958507,0.00004889371,0.001872921,0.0002440204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943048,0.0001924954,0.0001401988,0.0001176408,0.001230076,0.0007297819,0.0006135745,0.0000596375,0.002611763],"genre_scores_gemma":[0.9960571,0.00001842689,0.00009109206,0.0003262277,0.00007391501,0.00004543168,0.0004057646,0.00004079647,0.002941242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005933508,"threshold_uncertainty_score":0.9994878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292059665","doi":"10.1021/acsapm.2c00967","title":"Biopolymer Blends of Poly(lactic acid) and Poly(hydroxybutyrate) and Their Functionalization with Glycerol Triacetate and Chitin Nanocrystals for Food Packaging Applications","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"H2020 Food; Wallenberg Wood Science Center; Kempestiftelserna","keywords":"Crystallinity; Biopolymer; Materials science; Nanocomposite; Polylactic acid; Spherulite (polymer physics); Chemical engineering; Food packaging; Crystallization; Polymer chemistry; Polymer; Chemistry; Composite material; Food science","authors":[{"name":"Mitul Kumar Patel","is_ca":false},{"name":"Freja Hansson","is_ca":false},{"name":"Olli Pitkänen","is_ca":false},{"name":"Shiyu Geng","is_ca":false},{"name":"Kristiina Oksman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01439265353084648,"gpt":0.2038537525799529,"spread":0.1894610990491064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005499084,0.0003638822,0.0005876202,0.0001674308,0.0007701496,0.0002095109,0.0001735406,0.00008257621,0.0003502579],"category_scores_gemma":[0.000006776948,0.0002749653,0.00003030316,0.0001917664,0.0003328339,0.0001903467,0.0002279011,0.00006599262,0.000001801657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985642,"about_ca_system_score_gemma":0.00008240364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192635,"about_ca_topic_score_gemma":0.00001212626,"domain_scores_codex":[0.9980586,0.0001415907,0.0005502722,0.0006047041,0.0002353565,0.00040945],"domain_scores_gemma":[0.9989181,0.0001564136,0.0004389646,0.0003338633,0.00003942845,0.0001132946],"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":[0.0008801954,0.00004914224,0.00004552319,0.0001822719,0.00008347333,1.712985e-7,0.0007329389,1.500789e-7,0.9703712,0.00683654,0.00002015462,0.02079822],"study_design_scores_gemma":[0.001203431,0.0003204646,0.00006741195,0.00002106171,0.0001270555,0.00004571482,0.001220281,0.000007111588,0.9946203,0.0006455774,0.001368087,0.0003534892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896696,0.09761201,0.001610305,0.0006401601,0.0002124697,0.0009370578,0.002034494,0.00009454415,0.0001629361],"genre_scores_gemma":[0.9972631,0.0001770706,0.0002862315,0.0002454742,0.0001265416,0.001559452,0.00008258204,0.00006822335,0.0001913495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005671,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220863480","doi":"10.1021/acsapm.1c01671","title":"Simulated Recycling of Polypropylene and Maleated Polypropylene for the Fabrication of Highly-Filled Wood Plastic Composites","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Resources Canada","keywords":"Polypropylene; Materials science; Wood flour; Maleic anhydride; Composite material; Composite number; Ultimate tensile strength; Wood-plastic composite; Izod impact strength test; Melt flow index; Polymer; Copolymer","authors":[{"name":"Dylan Jubinville","is_ca":true},{"name":"Costas Tzoganakis","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095332465256255,"gpt":0.2304655842888537,"spread":0.2195122596362912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507955,0.0002823528,0.0006074845,0.0001660263,0.0003871663,0.00006873607,0.0005570322,0.000088334,0.0003765818],"category_scores_gemma":[0.00004956852,0.0002157775,0.00005809861,0.0003399059,0.0001905418,0.00009854294,0.0004403379,0.00009870451,0.000007146068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066682,"about_ca_system_score_gemma":0.00004605011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101143,"about_ca_topic_score_gemma":6.918862e-7,"domain_scores_codex":[0.9978025,0.0001234032,0.0008963616,0.0004081707,0.0003935924,0.0003759695],"domain_scores_gemma":[0.9974923,0.001085123,0.0007536004,0.0004873528,0.0001198137,0.00006177009],"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":[0.001235096,0.00004843408,0.00002638322,0.0001410058,0.00007225884,4.472885e-7,0.0002319692,0.0009720874,0.9940015,0.002945788,0.00003389031,0.0002911316],"study_design_scores_gemma":[0.001170418,0.0002242785,0.0002397359,0.00002881432,0.0001645774,0.000007790733,0.00009452534,0.0002662651,0.9972525,0.0002394299,0.0000699286,0.0002417379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959977,0.001297192,0.0002181667,0.0001517026,0.0005383834,0.001165826,0.0004957127,0.00009095319,0.00004438621],"genre_scores_gemma":[0.9986192,0.00002572345,0.0006827922,0.00008632482,0.00008995181,0.0001838321,0.000155337,0.00005071485,0.0001061467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250991,"threshold_uncertainty_score":0.8799151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044643606","doi":"10.1021/acsapm.0c00563","title":"Fabrication of Polyimide Aerogels Cross-Linked by a Cost-Effective Amine-Functionalized Hyperbranched Polysiloxane (NH<sub>2</sub>–HBPSi)","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Program of Shanghai Academic Research Leader; China Scholarship Council; Ministry of Education of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Polyimide; Materials science; Macromonomer; Amine gas treating; Polymer chemistry; Chemical engineering; Hydrolysis; Silane; Organic chemistry; Layer (electronics); Polymer; Nanotechnology; Composite material; Copolymer; Chemistry","authors":[{"name":"Tingting Wu","is_ca":false},{"name":"Jie Dong","is_ca":false},{"name":"Kevin J. De France","is_ca":false},{"name":"Mengmeng Li","is_ca":false},{"name":"Xin Zhao","is_ca":false},{"name":"Qinghua Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01504613480791096,"gpt":0.2442664157523012,"spread":0.2292202809443902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000183403,0.0004525328,0.0007448374,0.00005057926,0.0001468068,0.0001128849,0.0003134635,0.0003536771,0.001857295],"category_scores_gemma":[0.00006527234,0.0004530157,0.000122214,0.0002819418,0.0001847265,0.0001931286,0.0001289144,0.0001595186,0.0002406819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007882845,"about_ca_system_score_gemma":0.00005236125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000819644,"about_ca_topic_score_gemma":9.574276e-7,"domain_scores_codex":[0.9974948,0.00006502598,0.0009123471,0.0006504767,0.0004353882,0.0004420315],"domain_scores_gemma":[0.9983263,0.0001614189,0.0007087296,0.0004497203,0.0001463402,0.0002075011],"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":[0.001180041,0.0001356804,0.0003115302,0.0001733159,0.000213969,0.000001550025,0.0002758609,0.00001668378,0.9908378,0.0008008028,0.0002530322,0.005799751],"study_design_scores_gemma":[0.00235958,0.00004077214,0.001357631,0.00002579424,0.000131332,0.000004004142,0.00004529413,0.00001833117,0.9945875,0.0001557305,0.0008497801,0.0004242548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955342,0.0006239242,0.0002778047,0.0001958231,0.0001750169,0.0008938723,0.0007194122,0.0002237717,0.001356207],"genre_scores_gemma":[0.996572,0.00004898123,0.00003034842,0.0006097871,0.000514179,0.0008118245,0.001152978,0.0001045361,0.0001553708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005375496,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989397158","doi":"10.1021/acsapm.9b00832","title":"Green Toughness Modifier from Downstream Corn Oil in Improving Poly(lactic acid) Performance","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Toughness; Materials science; Ultimate tensile strength; Izod impact strength test; Epoxidized soybean oil; Lactic acid; Composite material; Scanning electron microscope; Polymer; Elongation; Polylactic acid; Chemical engineering; Organic chemistry; Chemistry; Raw material","authors":[{"name":"Suman Thakur","is_ca":true},{"name":"Erick Omar Cisneros‐López","is_ca":true},{"name":"Jean‐Mathieu Pin","is_ca":true},{"name":"Manjusri Misra","is_ca":true},{"name":"Amar K. Mohanty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131610656937726,"gpt":0.1989521433833165,"spread":0.1857910776895439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006421659,0.0004957364,0.0007851109,0.000144743,0.0001958176,0.0003560005,0.0007425242,0.0003339518,0.007409011],"category_scores_gemma":[0.00001354143,0.0003990327,0.00005266415,0.0001953888,0.0001366639,0.0005009705,0.0003183227,0.0002096128,0.003446184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007366053,"about_ca_system_score_gemma":0.0001343817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156589,"about_ca_topic_score_gemma":0.00008843341,"domain_scores_codex":[0.9968953,0.0001614075,0.0007737309,0.0008338839,0.0004845117,0.0008511246],"domain_scores_gemma":[0.9984414,0.0001433467,0.0003314719,0.0009222019,0.00003277375,0.0001288181],"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":[0.0004138797,0.00006397656,0.0003314863,0.0001529765,0.00001617879,0.000002873777,0.0007367519,1.336165e-7,0.9184977,0.0001813603,0.0000335193,0.07956911],"study_design_scores_gemma":[0.0007404405,0.00004637644,0.001258692,0.00009639463,0.00003669581,0.000004863361,0.0002470428,0.00001154971,0.9966049,0.0000349013,0.0003390937,0.0005790787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827215,0.01095723,0.000005155874,0.0002397721,0.001814704,0.0001903906,0.0002302547,0.0001485638,0.003692395],"genre_scores_gemma":[0.9959772,0.00008230341,0.0001560968,0.0005160609,0.0004346,0.0001749984,0.00003863797,0.00007873212,0.002541424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07899003,"threshold_uncertainty_score":0.9998462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388264199","doi":"10.1021/acsapm.3c01258","title":"Recyclable and Self-Healing Natural Rubber Vitrimers from Anhydride-Epoxy Exchangeable Covalent Bonds","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Covalent bond; Epoxy; Natural rubber; Natural (archaeology); Polymer science; Polymer chemistry; Chemistry; Composite material; Materials science; Organic chemistry; Geology","authors":[{"name":"Binh M. Trinh","is_ca":true},{"name":"Patricia Quintana Owen","is_ca":true},{"name":"Arvind Gupta","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283003185070055,"gpt":0.2349273588771872,"spread":0.2220973270264867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008685222,0.0005264184,0.0008061131,0.0002386131,0.0005413826,0.0005646676,0.0004855983,0.0002519634,0.0009274744],"category_scores_gemma":[0.00001488614,0.0004941511,0.00005714068,0.0004722481,0.0001156874,0.0003059297,0.0005240409,0.0001743606,0.00101063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008395568,"about_ca_system_score_gemma":0.00008210718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419517,"about_ca_topic_score_gemma":0.00001927667,"domain_scores_codex":[0.9962835,0.000146336,0.0008069578,0.001012,0.0005393342,0.001211852],"domain_scores_gemma":[0.9983853,0.0002554728,0.0003277009,0.0006997209,0.00004322981,0.000288654],"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":[0.0001156198,0.0000514322,0.00007165157,0.00008540652,0.00005906707,0.00001999308,0.0007468411,0.00001696966,0.9954739,0.0006505437,0.002387061,0.0003214859],"study_design_scores_gemma":[0.000839852,0.0000412788,0.0003474441,0.0000554353,0.0001054161,0.00001306572,0.0001836817,0.0001042248,0.9937662,0.0004501377,0.003492427,0.000600773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899772,0.004638836,0.00002038933,0.000447301,0.002171377,0.0004874664,0.0003555036,0.0009463134,0.0009555722],"genre_scores_gemma":[0.9951306,0.0005261431,0.001117956,0.0009641167,0.0007776084,0.000152669,0.0003093103,0.0001161192,0.0009054648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005153371,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107474668","doi":"10.1021/acsapm.0c00905","title":"Ambipolar Poly(3,4-ethylenedioxythiophene)-Pendant Tetrachlorinated Perylene Diimide for Symmetric Supercapacitors","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Materials science; Supercapacitor; Diimide; Polymer; Perylene; Acceptor; Capacitance; Nanotechnology; Optoelectronics; Chemical engineering; Electrode; Chemistry; Molecule; Organic chemistry; Composite material; Physics; Physical chemistry","authors":[{"name":"Mark B. Miltenburg","is_ca":true},{"name":"So Young An","is_ca":true},{"name":"Nimrat K. Obhi","is_ca":true},{"name":"Eloi Grignon","is_ca":true},{"name":"Bryony T. McAllister","is_ca":true},{"name":"Dwight S. Seferos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02422185906788076,"gpt":0.232485632699453,"spread":0.2082637736315722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008956524,0.000718722,0.001086599,0.0002458978,0.0004620475,0.0005796086,0.0009400549,0.0003891995,0.002269214],"category_scores_gemma":[0.000202257,0.0006621156,0.0001498575,0.0006402534,0.0002317087,0.0005249169,0.0002299255,0.0001521184,0.001041581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173391,"about_ca_system_score_gemma":0.0001091166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003298187,"about_ca_topic_score_gemma":0.000002418395,"domain_scores_codex":[0.9955199,0.0001768609,0.001259183,0.001246739,0.0006646104,0.001132755],"domain_scores_gemma":[0.9979919,0.0002600288,0.0003606983,0.0007444393,0.000167682,0.0004752277],"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":[0.0005714449,0.000109163,0.00003954602,0.0002011857,0.0000443523,0.000004771613,0.000852075,0.000001112902,0.9865739,0.009909765,0.0007340052,0.0009586971],"study_design_scores_gemma":[0.001271904,0.0002421568,0.0005235522,0.00002347138,0.0001238662,0.00001315593,0.0003894231,0.000005470222,0.9931737,0.0003125938,0.003103344,0.0008173721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903756,0.001110969,0.0004270189,0.001144819,0.003486709,0.001264431,0.001200557,0.0006076649,0.0003822249],"genre_scores_gemma":[0.9928868,0.00009039904,0.001232816,0.001723776,0.002854575,0.0006770373,0.0002740101,0.000187325,0.00007327709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009597171,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001118929","doi":"10.1021/acsapm.9b01123","title":"Adsorption of Phosphate Dianions by Hybrid Inorganic–Biopolymer Polyelectrolyte Complexes: Experimental and Computational Studies","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Global Institute for Water Security, University of Saskatchewan; Ministry of Agriculture - Saskatchewan","keywords":"Adsorption; Biopolymer; Physisorption; Chitosan; Polyelectrolyte; Chemistry; Phosphate; Carboxylate; Chemical engineering; Inorganic chemistry; Organic chemistry; Polymer","authors":[{"name":"Inimfon A. Udoetok","is_ca":true},{"name":"Omar Faye","is_ca":true},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01248960493763279,"gpt":0.2303883324613097,"spread":0.2178987275236769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009002861,0.0002142989,0.0003283015,0.00001965189,0.000111709,0.00003814197,0.0001680787,0.00003132579,0.00119529],"category_scores_gemma":[0.000003277971,0.0002021252,0.0000244783,0.0001284134,0.0002626897,0.0001168838,0.000371257,0.00004198458,0.0001154219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004460132,"about_ca_system_score_gemma":0.000005112207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112579,"about_ca_topic_score_gemma":6.479404e-7,"domain_scores_codex":[0.9986891,0.00003001652,0.000366926,0.0003737293,0.0002722428,0.0002680135],"domain_scores_gemma":[0.9995458,0.00002920632,0.0001773417,0.0001267102,0.000005192528,0.0001158128],"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":[0.0001185639,0.00008905222,0.0001743323,0.00001692166,0.00006468585,7.596909e-7,0.0007134006,0.000009262868,0.9908984,0.002335469,0.005346566,0.0002325413],"study_design_scores_gemma":[0.0006597553,0.00009966043,0.0004609861,0.000005887831,0.00003081965,0.000001822349,0.0002800151,0.00001992836,0.9965838,0.0002357448,0.001414342,0.0002072707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952202,0.002997937,0.00009672553,0.0006006277,0.00008053018,0.0003378026,0.0001316414,0.0000474276,0.0004871353],"genre_scores_gemma":[0.9980823,0.0001775565,0.00006826041,0.001398909,0.00003612779,0.00005035276,0.00009752927,0.00002439236,0.00006453566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005685322,"threshold_uncertainty_score":0.9997178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020731173","doi":"10.1021/acsapm.0c00277","title":"Saline-Responsive and Hydrogen Bond Gating Effects in Self-Healing Polyaniline","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Polyaniline; Polymer; Hydrogen bond; Controlled release; Chemical engineering; Chemistry; Molecule; Biophysics; Self-healing hydrogels; Materials science; Polymerization; Nanotechnology; Polymer chemistry; Organic chemistry","authors":[{"name":"Asghar Dolatkhah","is_ca":true},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01259842525755859,"gpt":0.2420663946233058,"spread":0.2294679693657472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003942671,0.0002837529,0.0004775076,0.00007600146,0.0001765804,0.0001545925,0.0002446681,0.0001245778,0.000188097],"category_scores_gemma":[0.00006314799,0.000276584,0.00002517144,0.000268822,0.00008172806,0.0001051837,0.0002357581,0.0001094462,0.0001448531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002616047,"about_ca_system_score_gemma":0.00006318296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002473852,"about_ca_topic_score_gemma":0.000007667348,"domain_scores_codex":[0.9980624,0.00008758031,0.0005689021,0.0006053227,0.0002012247,0.0004746093],"domain_scores_gemma":[0.9990124,0.0002568899,0.0002283073,0.0002837059,0.00002067158,0.0001980662],"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":[0.00007780153,0.00003156811,0.00005178611,0.0001018829,0.000009847399,0.00000671098,0.001599566,0.000004201005,0.9951925,0.002398133,0.00008260275,0.000443441],"study_design_scores_gemma":[0.000699743,0.00003872564,0.0001358328,0.00002995838,0.00003493705,0.000008089449,0.0002581654,0.00001448121,0.9980265,0.0002334427,0.0002267233,0.0002934129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964005,0.0007916386,0.00003027259,0.001551254,0.0001420775,0.0005685631,0.00006494854,0.0002264996,0.0002242374],"genre_scores_gemma":[0.9960958,0.00001904087,0.001416848,0.001816091,0.0003876492,0.0001621509,0.00002486666,0.00005246331,0.00002506612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002834028,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955801710","doi":"10.1021/acsapm.9b00433","title":"Screening Quinoxaline-Type Donor Polymers for Roll-to-Roll Processing Compatible Organic Photovoltaics","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Ministry of Science and Technology of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Quinoxaline; Diimide; Materials science; Perylene; Organic solar cell; Polymer; Open-circuit voltage; Energy conversion efficiency; Chemical engineering; Polymer chemistry; Optoelectronics; Chemistry; Photochemistry; Organic chemistry; Voltage; Molecule; Composite material; Electrical engineering","authors":[{"name":"Audrey Laventure","is_ca":true},{"name":"Cayley R. Harding","is_ca":true},{"name":"Edward Cieplechowicz","is_ca":true},{"name":"Zhe Li","is_ca":false},{"name":"Wang Ju","is_ca":false},{"name":"Yingping Zou","is_ca":false},{"name":"Gregory C. Welch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009260724112523405,"gpt":0.2185219884414624,"spread":0.209261264328939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003131719,0.0005045113,0.0007026624,0.000187987,0.0001635236,0.0002539826,0.0004585886,0.0002515729,0.00114649],"category_scores_gemma":[0.000008987087,0.0005259126,0.00006197723,0.0005589814,0.00002573347,0.0001413556,0.0001089458,0.0001815939,0.0003050189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009511365,"about_ca_system_score_gemma":0.0001191397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008563087,"about_ca_topic_score_gemma":0.00002301497,"domain_scores_codex":[0.9975743,0.00001845613,0.0006429505,0.0005092884,0.0002785196,0.0009764723],"domain_scores_gemma":[0.9989763,0.00007639895,0.0001409467,0.0005277371,0.00006897585,0.000209621],"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":[0.000180276,0.00002547159,0.00005478042,0.0002531139,0.00009378484,6.797312e-7,0.0003147475,0.0002407227,0.9968033,0.0005240657,0.0009260203,0.0005830641],"study_design_scores_gemma":[0.001100194,0.0001354248,0.00003290068,0.00005072476,0.0000709317,0.000005307327,0.00009699841,0.000387588,0.9904875,0.0001695439,0.006803983,0.0006589347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933482,0.001063543,0.0008072844,0.00005800371,0.001018985,0.00147415,0.0001390907,0.0005228074,0.00156794],"genre_scores_gemma":[0.9969958,0.00005078316,0.0006658481,0.0006072615,0.0003875064,0.0001261601,0.0001773619,0.0002898196,0.0006994808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006315804,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160925225","doi":"10.1021/acsapm.1c00230","title":"Use of Quadruple Hydrogen Bonding as the Switching Phase in Thermo- and Light-Responsive Shape Memory Hydrogel","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Science Foundation of Jiangsu Province; Higher Education Discipline Innovation Project; Natural Sciences and Engineering Research Council of Canada; Jiangnan University; China Postdoctoral Science Foundation","keywords":"Self-healing hydrogels; Shape-memory alloy; Hydrogen bond; Materials science; Phase (matter); Nanotechnology; Molecule; Chemical engineering; Composite material; Polymer chemistry; Chemistry; Organic chemistry","authors":[{"name":"Yufang Song","is_ca":false},{"name":"Yi-Ming Chen","is_ca":false},{"name":"Ran Chen","is_ca":false},{"name":"Hongji Zhang","is_ca":false},{"name":"Dongjian Shi","is_ca":false},{"name":"Yang Wang","is_ca":false},{"name":"Weifu Dong","is_ca":false},{"name":"Piming Ma","is_ca":false},{"name":"Yue Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02099407288276447,"gpt":0.2640354964088805,"spread":0.243041423526116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007496915,0.0003084761,0.0005944601,0.000123066,0.000242693,0.0002794882,0.0003404109,0.000113537,0.0006689765],"category_scores_gemma":[0.00005430868,0.0002395466,0.0000541871,0.0002598858,0.00008961603,0.0002378282,0.0003869465,0.0001177982,0.00005164572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035108,"about_ca_system_score_gemma":0.000124281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008447236,"about_ca_topic_score_gemma":0.00003560262,"domain_scores_codex":[0.9976206,0.0002242448,0.000765109,0.0005328327,0.0003241413,0.0005330801],"domain_scores_gemma":[0.9985199,0.0004148473,0.000339312,0.0005750646,0.0000370524,0.000113836],"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":[0.0002941377,0.0001036403,0.00001940604,0.00004205748,0.00003072064,0.00005072637,0.002599592,0.000009462409,0.991017,0.004969891,0.00002672091,0.0008365852],"study_design_scores_gemma":[0.0008443507,0.00003686052,0.00003524035,0.00006482892,0.00005325825,0.00006937735,0.0005652283,0.00005779582,0.9971641,0.0005327056,0.0003013462,0.0002749388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958781,0.002448562,0.000006344866,0.0006083362,0.0002755649,0.0003403426,0.00006883701,0.00005616504,0.0003177467],"genre_scores_gemma":[0.9985378,0.00006219867,0.0001336057,0.000858175,0.0001290412,0.00005939438,0.00001962509,0.00005062075,0.000149472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006147009,"threshold_uncertainty_score":0.9768428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992114713","doi":"10.1021/acsapm.9b00779","title":"Temperature-, Light-, and Host-Molecule-Responsive Polymers with UCST Behavior for Aqueous Sensing Applications","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Science Foundation of Zhejiang Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Azobenzene; Upper critical solution temperature; Photoisomerization; Copolymer; Moiety; Polymer; Aqueous solution; Materials science; Photochemistry; Polymer chemistry; Chemistry; Catalysis; Lower critical solution temperature; Organic chemistry; Isomerization","authors":[{"name":"Chuanzhuang Zhao","is_ca":false},{"name":"Jianlei Lu","is_ca":false},{"name":"X. X. Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004177031132696734,"gpt":0.2100924605119849,"spread":0.2059154293792881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006611166,0.000389914,0.0004598676,0.00008065748,0.0002102636,0.0001849442,0.0001634719,0.0002309853,0.0004170606],"category_scores_gemma":[0.000004592827,0.0003441939,0.00003982362,0.000112054,0.00006322561,0.0001204287,0.00006772153,0.00009306567,0.00003464821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003176759,"about_ca_system_score_gemma":0.00005686374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002207782,"about_ca_topic_score_gemma":0.000001677385,"domain_scores_codex":[0.9983636,0.00001797515,0.0003841992,0.0006129791,0.0001895277,0.0004317741],"domain_scores_gemma":[0.9988916,0.00008862092,0.0002900221,0.0005432875,0.00006058091,0.0001258994],"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":[0.0004267197,0.00004728932,0.00004896189,0.0001121092,0.00005817716,0.000002864918,0.0001745304,1.638323e-7,0.9932027,0.000987092,0.00001341884,0.004925997],"study_design_scores_gemma":[0.0007893128,0.00003571794,0.0001033978,0.00004735208,0.0001266911,0.00003890317,0.000314064,7.832439e-7,0.9964085,0.00001769943,0.001642886,0.0004746871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99625,0.000530615,0.0002025753,0.0001864733,0.0001065049,0.0008953371,0.000347894,0.0001412753,0.001339365],"genre_scores_gemma":[0.9964536,0.00003283736,0.0003516488,0.0003672729,0.0002728293,0.0007147497,0.0002532306,0.0001285691,0.00142519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00445131,"threshold_uncertainty_score":0.999901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101782996","doi":"10.1021/acsapm.0c01034","title":"Neuropeptide Substance P Released from a Nonswellable Laponite-Based Hydrogel Enhances Wound Healing in a Tissue-Engineered Skin In Vitro","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canadian Institutes of Health Research; Fondation CHU de Québec; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Wound healing; Biocompatibility; Self-healing hydrogels; Biomedical engineering; Substance P; Skin repair; Chemistry; In vitro; Neuropeptide; Pharmacology; Materials science; Medicine; Surgery; Biochemistry; Polymer chemistry; Receptor","authors":[{"name":"Thiéry De Serres‐Bérard","is_ca":true},{"name":"Tiago B. Becher","is_ca":false},{"name":"Carolyne B. Braga","is_ca":false},{"name":"Cátia Ornelas","is_ca":false},{"name":"François Berthod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01777753347078747,"gpt":0.2523272402783252,"spread":0.2345497068075377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001741464,0.0003396307,0.0007854857,0.0001523405,0.00005581934,0.0000642326,0.0001438064,0.0001507643,0.0002839497],"category_scores_gemma":[0.00002495107,0.0003279115,0.00003636027,0.0004547806,0.00004468103,0.00005303094,0.00002427421,0.0001974965,0.0002856477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037785,"about_ca_system_score_gemma":0.0001424137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045081,"about_ca_topic_score_gemma":0.0001007112,"domain_scores_codex":[0.9978543,0.00007318553,0.0006705984,0.0005891871,0.000276042,0.0005366803],"domain_scores_gemma":[0.9990996,0.0001647123,0.0001442329,0.0003527651,0.00001944492,0.0002192112],"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":[0.002427429,0.0002158779,0.0002500497,0.0001295978,0.00003433663,0.0002205751,0.000676338,0.00004270084,0.995591,0.00003327371,0.0000646778,0.0003141191],"study_design_scores_gemma":[0.004989022,0.00009855972,0.0009609109,0.0001677539,0.00005536043,0.000002512953,0.00007241106,0.000051135,0.992708,0.00005232091,0.0005854883,0.0002564817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962375,0.001117193,0.00002816636,0.0009914645,0.0001433318,0.0007608586,0.0001617046,0.0001255272,0.0004342195],"genre_scores_gemma":[0.9960254,0.00005957239,0.0006221344,0.002275035,0.0002317897,0.0001776599,0.0004270223,0.00007989185,0.0001014643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00294437,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286212810","doi":"10.1021/acsapm.2c00986","title":"Binding Studies of Cationic Conjugated Polymers and DNA for Label-Free Fluorescent Biosensors","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Central University Basic Research Fund of China","keywords":"Biosensor; Fluorescence; DNA; Conjugated system; Aptamer; Cationic polymerization; Polymer; Biophysics; Polythiophene; SYBR Green I; Chemistry; Base pair; Combinatorial chemistry; Biochemistry; Polymer chemistry; Molecular biology; Conductive polymer; Biology; Organic chemistry","authors":[{"name":"Pengbo Zhang","is_ca":false},{"name":"Chang Lu","is_ca":true},{"name":"Chenqi Niu","is_ca":true},{"name":"Xiaoyu Wang","is_ca":false},{"name":"Zhengping Li","is_ca":false},{"name":"Juewen Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01937505487717144,"gpt":0.2867720552734447,"spread":0.2673970003962732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413244,0.0001677725,0.0002994005,0.00008202399,0.0002196644,0.00001569377,0.000164041,0.00006763901,0.000006736033],"category_scores_gemma":[0.00003272229,0.0001553983,0.00003600756,0.0001130472,0.0001734883,0.000002380243,0.0003178835,0.00003289176,2.178734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001890994,"about_ca_system_score_gemma":0.00002829938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146981,"about_ca_topic_score_gemma":0.000003726754,"domain_scores_codex":[0.9989644,0.00004910008,0.0003254056,0.0003286173,0.0001193293,0.0002132071],"domain_scores_gemma":[0.999316,0.0000244266,0.0002332011,0.0003390022,0.00005245926,0.00003490268],"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":[0.0002308466,0.00004030262,0.00001179011,0.0000386977,0.0001974233,3.713137e-7,0.00005936103,4.308401e-7,0.9973251,0.0006923479,0.0007085219,0.0006947967],"study_design_scores_gemma":[0.0006593494,0.0001882898,0.00001002623,0.000007010948,0.00008609363,0.000005300211,0.0004905912,5.383087e-7,0.9973376,0.0001349412,0.0008959301,0.0001842627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974863,0.00126979,0.00001336863,0.0002277493,0.0001085464,0.0003228095,0.0005014033,0.0000301232,0.00003990159],"genre_scores_gemma":[0.9980993,0.0003162625,0.0006317009,0.000193825,0.00007097061,0.0001099455,0.0003405563,0.00002715724,0.0002103439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009535271,"threshold_uncertainty_score":0.633696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949761522","doi":"10.1021/acsapm.9b00520","title":"Conjugated Polymer with Polydiacetylene Cross-Links Through Topochemical Polymerization of 1,3-Butadiyne Moieties Toward Photopatternable Thin Films","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conjugated system; Materials science; Polymer; Polymerization; Raman spectroscopy; Crystallinity; Covalent bond; Polymer chemistry; Cross-link; Photochemistry; Chemical engineering; Organic chemistry; Chemistry","authors":[{"name":"Audithya Nyayachavadi","is_ca":true},{"name":"Adam Langlois","is_ca":true},{"name":"M.N. Tahir","is_ca":true},{"name":"Blandine Billet","is_ca":true},{"name":"Simon Rondeau‐Gagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00909426157637277,"gpt":0.2340133468623696,"spread":0.2249190852859969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002060095,0.000730035,0.001155237,0.000090105,0.000163637,0.0002689034,0.000709164,0.0007383078,0.01615596],"category_scores_gemma":[0.00001029103,0.0006469471,0.0001179986,0.0002921096,0.000393898,0.0003174197,0.0002551813,0.000298173,0.0003093328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928008,"about_ca_system_score_gemma":0.0001900296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401779,"about_ca_topic_score_gemma":0.000002620931,"domain_scores_codex":[0.9962707,0.00004482393,0.001213331,0.0009525483,0.0006084712,0.0009101564],"domain_scores_gemma":[0.9975187,0.0000972247,0.0008279312,0.001248534,0.0001164502,0.000191205],"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":[0.0007825038,0.0002183955,0.0008042773,0.0004793436,0.0001705864,0.00000251539,0.0004965102,0.00001438168,0.9903872,0.006360464,0.0002109144,0.00007291483],"study_design_scores_gemma":[0.002264194,0.00006880251,0.0001409425,0.0001388014,0.000118303,0.00001814602,0.0003087524,0.000004203067,0.9954615,0.0001748561,0.0005262101,0.0007752873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866725,0.0009903322,0.00007334352,0.0002490827,0.0003411969,0.0005479555,0.00155526,0.0003056943,0.009264631],"genre_scores_gemma":[0.9933299,0.0001645226,0.0002718391,0.0007381526,0.000309053,0.0003935213,0.001129284,0.0001864238,0.003477283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584663,"threshold_uncertainty_score":0.9995982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389831824","doi":"10.1021/acsapm.3c02515","title":"Reprocessable Biobased Statistical and Block Copolymer Methacrylic-Based Vitrimers with a Shape Memory Effect","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Copolymer; Methacrylate; Glycidyl methacrylate; Polymer chemistry; Polymerization; Composite material; Chemical engineering; Polymer","authors":[{"name":"Farhad Asempour","is_ca":true},{"name":"Eline Laurent","is_ca":true},{"name":"Yvan Ecochard","is_ca":true},{"name":"Milan Marić","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008946421125357635,"gpt":0.2415777970719026,"spread":0.232631375946545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00114115,0.0005430526,0.0008756763,0.0002497089,0.0003910098,0.0003766405,0.000378809,0.0001944255,0.001218496],"category_scores_gemma":[0.00003197715,0.0004257147,0.00004030799,0.0005791326,0.000368127,0.0001363491,0.0001845192,0.0001299263,0.0005336208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003231428,"about_ca_system_score_gemma":0.0001631281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007388372,"about_ca_topic_score_gemma":0.000007226973,"domain_scores_codex":[0.996543,0.0002361155,0.0006167465,0.00103758,0.0005462943,0.001020257],"domain_scores_gemma":[0.998049,0.0006567878,0.0002639086,0.0006580502,0.00004199362,0.0003302939],"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":[0.0009886951,0.00004945537,0.00005746997,0.0002495635,0.0000504437,0.00004460388,0.0001092956,0.00003075092,0.9964903,0.0005315878,0.000645362,0.0007524568],"study_design_scores_gemma":[0.0019457,0.0002688452,0.000160772,0.00005826078,0.0001963701,0.00002182481,0.00004909444,0.0001954888,0.9963151,0.00004126665,0.0001801765,0.0005671367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961035,0.0007638453,0.0001398355,0.0002865127,0.0003241829,0.0006830608,0.0003973379,0.0006417906,0.0006599455],"genre_scores_gemma":[0.9971771,0.00001768515,0.0008681685,0.001000469,0.0001850462,0.0003032639,0.000164214,0.0001145935,0.0001694311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150596,"threshold_uncertainty_score":0.9998195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963131487","doi":"10.1021/acsapm.9b00293","title":"Amphiphilic TEMPO-Functionalized Block Copolymers: Synthesis, Self-Assembly and Redox-Responsive Disassembly Behavior, and Potential Application in Triggered Drug Delivery","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Amphiphile; Copolymer; Raft; Chain transfer; Ethylene glycol; Nanoreactor; Chemistry; Polymer chemistry; PEG ratio; Polymerization; Radical polymerization; Combinatorial chemistry; Materials science; Polymer; Nanoparticle; Organic chemistry; Nanotechnology","authors":[{"name":"Xianbo Shen","is_ca":false},{"name":"Shixiong Cao","is_ca":false},{"name":"Qi Zhang","is_ca":false},{"name":"Jinchao Zhang","is_ca":false},{"name":"Jianli Wang","is_ca":false},{"name":"Zhibin Ye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004144760226520646,"gpt":0.2071239215959065,"spread":0.2029791613693858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002582537,0.0004965037,0.0007268448,0.0001901921,0.0001622558,0.0001757133,0.0002273126,0.0003074992,0.0004772851],"category_scores_gemma":[0.00001486136,0.0005077652,0.00005424494,0.000178214,0.00009556476,0.0002890831,0.0001692707,0.0001321115,0.00006021755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008871302,"about_ca_system_score_gemma":0.00007844497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164057,"about_ca_topic_score_gemma":0.000009991531,"domain_scores_codex":[0.9973717,0.0000987681,0.0007745003,0.0008814977,0.0003518874,0.000521599],"domain_scores_gemma":[0.998492,0.0002820408,0.0004616044,0.00055251,0.00004638033,0.0001654737],"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":[0.0007619759,0.0001959644,0.00122692,0.000149038,0.00007257732,0.000005256597,0.0002581033,6.401421e-7,0.9911877,0.0007022971,0.00001941485,0.005420099],"study_design_scores_gemma":[0.001468536,0.00001419735,0.004741924,0.00007174077,0.0001663309,0.00002975563,0.0003756014,0.000006014484,0.99202,0.00007619143,0.0004714433,0.0005582845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968399,0.001368894,0.000009427739,0.0001544824,0.0001907558,0.0006137625,0.0002065524,0.000172234,0.0004439694],"genre_scores_gemma":[0.9974656,0.0005415297,0.00005692347,0.0001302255,0.0002043945,0.0009223191,0.0002123825,0.00008835622,0.0003783388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861814,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112666162","doi":"10.1021/acsapm.0c01117","title":"Plasma Treatment of Composite Piezoelectric Thin Films for Good Adhesion of Printed Conductive Ink","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Contact angle; Composite material; Wetting; Atmospheric-pressure plasma; Surface modification; Polydimethylsiloxane; Composite number; Thin film; Plasma etching; Layer (electronics); Plasma; Etching (microfabrication); Nanotechnology; Chemical engineering","authors":[{"name":"Kiran Kumar Sappati","is_ca":true},{"name":"Bishakh Rout","is_ca":true},{"name":"Pierre‐Luc Girard‐Lauriault","is_ca":true},{"name":"Sharmistha Bhadra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02136864221918574,"gpt":0.2286696463187161,"spread":0.2073010040995303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005071786,0.0002473543,0.0006374685,0.00005981769,0.00003223724,0.00001638892,0.0001226836,0.0001066508,0.00008728531],"category_scores_gemma":[0.00001231514,0.0002203739,0.00004885716,0.0001304666,0.00004226717,0.00005629967,0.00002413907,0.00002473143,0.000009800738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002486047,"about_ca_system_score_gemma":0.00001334054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003012063,"about_ca_topic_score_gemma":6.549178e-7,"domain_scores_codex":[0.9988995,0.00002402746,0.000531516,0.0002154116,0.00008881179,0.0002407915],"domain_scores_gemma":[0.9994316,0.0001060109,0.000177682,0.0001786342,0.00003490938,0.00007117866],"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":[0.0003554573,0.00004608405,0.00000505118,0.0002192901,0.000121755,7.785721e-7,0.0005905048,0.002830425,0.992316,0.002508932,0.00004578829,0.0009599363],"study_design_scores_gemma":[0.001168804,0.0003026921,0.00003730321,0.00002327675,0.00006571714,0.000001732294,0.00005306863,0.0002563074,0.9975718,0.0001392021,0.00018406,0.0001959863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975134,0.0001306597,0.0006063365,0.00002023975,0.0002496225,0.0004510474,0.0003190907,0.0001732899,0.0005362814],"genre_scores_gemma":[0.9972003,0.00005973188,0.002293727,0.00002457469,0.00008977985,0.0001046601,0.0001273315,0.00006215939,0.00003778813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005255852,"threshold_uncertainty_score":0.8986589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199305346","doi":"10.1021/acsapm.1c00706","title":"Counterion Effects in Metal Hybrid Biopolymer Materials for Sulfate Adsorption: An Experimental and Computational Study","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Counterion; Zeta potential; Chemistry; Adsorption; Inorganic chemistry; Sulfate; Aqueous solution; Chloride; Biopolymer; Sodium sulfate; Chemical engineering; Sodium; Organic chemistry; Nanoparticle; Ion; Polymer","authors":[{"name":"Bernd G. K. Steiger","is_ca":true},{"name":"Inimfon A. Udoetok","is_ca":true},{"name":"Omar Faye","is_ca":true},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106946616753838,"gpt":0.2530633929118793,"spread":0.2419939267443409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000434748,0.0003000279,0.0004235656,0.00006871784,0.0001308021,0.0001918722,0.0001430232,0.00008492589,0.003473753],"category_scores_gemma":[0.000007532024,0.0002842711,0.000032881,0.0001336204,0.0001559452,0.0002769718,0.0002074954,0.00004648218,0.0001574905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043302,"about_ca_system_score_gemma":0.00002156127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331126,"about_ca_topic_score_gemma":0.00002476486,"domain_scores_codex":[0.9979449,0.0001592075,0.0005146475,0.0006315444,0.0003969941,0.0003527266],"domain_scores_gemma":[0.9994339,0.00004040274,0.0001601479,0.0002285229,0.00001436422,0.0001226147],"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":[0.000249505,0.0005278752,0.0002683427,0.00001771918,0.00002384333,0.00001699525,0.0003841868,0.00001031523,0.9970589,0.001058553,0.00005938533,0.0003244147],"study_design_scores_gemma":[0.002311179,0.0002113978,0.008324786,0.000009796391,0.00003177641,0.00005496851,0.0005362143,0.00001586787,0.9877438,0.0002716144,0.0001491911,0.0003394182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978938,0.00009990146,0.00009153878,0.00007164284,0.0004353596,0.0009563037,0.0002453848,0.00006264964,0.0001434726],"genre_scores_gemma":[0.9985026,0.000004572352,0.0002516058,0.0003654905,0.0001072324,0.0002283702,0.0002824407,0.00003842359,0.0002192235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009315074,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295931451","doi":"10.1021/acsapm.2c01220","title":"Mechanistic Influence of Polymer Species, Molecular Weight, and Functionalization on Mucin–Polymer Binding Interactions","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Federation of University Women","keywords":"Mucoadhesion; Carboxymethyl cellulose; Polymer; Polymer chemistry; Methacrylate; Drug delivery; Materials science; Surface modification; Hydroxypropyl cellulose; Chemistry; Chemical engineering; Drug carrier; Organic chemistry; Copolymer; Nanotechnology; Physical chemistry","authors":[{"name":"Jeffrey Watchorn","is_ca":true},{"name":"Samantha Stuart","is_ca":true},{"name":"Darcy C. Burns","is_ca":true},{"name":"Frank Gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04224425002003113,"gpt":0.3407482319895958,"spread":0.2985039819695646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003664423,0.0002980338,0.0004029332,0.0002810374,0.0004893278,0.00002777352,0.0002325012,0.0001277127,0.005813653],"category_scores_gemma":[0.00001609903,0.0003195022,0.00004282327,0.0003139629,0.0001470445,0.0001172813,0.0002526638,0.0003179534,0.0001052855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160926,"about_ca_system_score_gemma":0.00005905409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005424176,"about_ca_topic_score_gemma":0.000001679996,"domain_scores_codex":[0.9978667,0.0003705209,0.0006151897,0.0004616098,0.0003218487,0.0003641318],"domain_scores_gemma":[0.9988315,0.0002665702,0.0004384676,0.000293151,0.00004809186,0.0001222452],"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":[0.0004957488,0.0001387223,0.0001022159,0.00004471735,0.0001651352,0.00001187579,0.0002897324,0.000657052,0.9103711,0.08694952,0.0004647592,0.0003093821],"study_design_scores_gemma":[0.0008067152,0.00009059321,0.0001001561,0.00001362311,0.0001455625,0.00004019507,0.0002247083,0.00001849659,0.9857532,0.0002648693,0.01225147,0.0002903939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935034,0.0009202797,0.000181702,0.0001735422,0.001908874,0.0004920879,0.0006682682,0.00008568397,0.002066162],"genre_scores_gemma":[0.9945861,0.00005685503,0.0000116103,0.001393075,0.0001846748,0.0003294396,0.0002153309,0.00005535014,0.003167594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08668465,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212978217","doi":"10.1021/acsapm.1c01577","title":"Polyamine–Diazirine Conjugates for Use as Primers in UHMWPE–Epoxy Composite Materials","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Victoria","funders":"Mitacs; Canada Research Chairs; Innovate BC","keywords":"Epoxy; Covalent bond; Diazirine; Materials science; Polyethylene; Composite material; Primer (cosmetics); Fiber; Polymer; Adhesion; Composite number; Synthetic fiber; Polymer chemistry; Chemistry; Organic chemistry; Photochemistry","authors":[{"name":"Rashid Nazir","is_ca":true},{"name":"Liting Bi","is_ca":true},{"name":"Stefania F. Musolino","is_ca":true},{"name":"Olivia H. Margoto","is_ca":true},{"name":"Kuthan Çelebi","is_ca":true},{"name":"Christophe Mobuchon","is_ca":true},{"name":"Mahdi Takaffoli","is_ca":true},{"name":"Abbas S. Milani","is_ca":true},{"name":"Greg Falck","is_ca":false},{"name":"Jeremy E. Wulff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01963321772645334,"gpt":0.239662081003079,"spread":0.2200288632766256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001279712,0.0005593011,0.001019,0.0002762469,0.000531986,0.0005502424,0.0008789382,0.0001450229,0.01310192],"category_scores_gemma":[0.00005247705,0.0005316216,0.0000878029,0.0002278962,0.0002300231,0.0003388506,0.0006445394,0.0001099023,0.0004251885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140961,"about_ca_system_score_gemma":0.0001315242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145146,"about_ca_topic_score_gemma":0.00001634598,"domain_scores_codex":[0.9959611,0.0003352012,0.001183004,0.0009093618,0.0005430527,0.00106823],"domain_scores_gemma":[0.9981324,0.0003997771,0.0004958182,0.0007554214,0.00004263409,0.0001739485],"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":[0.001458615,0.0001641234,0.00006848633,0.00007855533,0.0000416328,0.00001161636,0.0004244022,0.00001038478,0.9928924,0.003114651,0.001228017,0.0005071379],"study_design_scores_gemma":[0.001466003,0.0001843258,0.0004168642,0.00002619925,0.00006101437,0.00002641197,0.0003946071,8.233531e-7,0.9909667,0.0002212657,0.005547482,0.0006883014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927703,0.0006963669,0.000005037833,0.0005716705,0.002111197,0.001450154,0.001674564,0.0001897524,0.0005310012],"genre_scores_gemma":[0.993787,0.00003472422,0.0005398061,0.00195233,0.0003254218,0.001822361,0.0003141062,0.0001496375,0.001074643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267673,"threshold_uncertainty_score":0.9997135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129561225","doi":"10.1021/acsapm.1c00081","title":"Effects of a Layered Morphology on Drip Suppression in Burning Polymers","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Total; University of Minnesota","keywords":"Materials science; Polypropylene; Composite material; Breakup; Polymer; Combustion; Polytetrafluoroethylene; Fire retardant; Flame spread","authors":[{"name":"Ehsan Behzadfar","is_ca":true},{"name":"Kyungtae Kim","is_ca":false},{"name":"Bongjoon Lee","is_ca":false},{"name":"Alex M. Jordan","is_ca":false},{"name":"Olivier Lhost","is_ca":false},{"name":"Shaffiq A. Jaffer","is_ca":false},{"name":"Frank S. Bates","is_ca":false},{"name":"Christopher W. Macosko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008771646219840439,"gpt":0.2194689305793814,"spread":0.2106972843595409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004192906,0.0003157983,0.0008060168,0.0001379719,0.00007908632,0.0001026825,0.0003021573,0.0002148677,0.003416114],"category_scores_gemma":[0.00005906756,0.0002594185,0.00004825702,0.0001788164,0.0001379862,0.00009753936,0.0002341345,0.00008775156,0.0002502734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981375,"about_ca_system_score_gemma":0.00008471071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680082,"about_ca_topic_score_gemma":0.00000447192,"domain_scores_codex":[0.9975519,0.0003513043,0.0007045461,0.0005435706,0.0003047709,0.0005439393],"domain_scores_gemma":[0.9989572,0.0002071279,0.0002809003,0.0004383643,0.00003670089,0.00007969768],"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":[0.0005499019,0.0001213948,0.00002359906,0.0003164595,0.00001451173,0.00009236154,0.0004681952,0.00001397653,0.9958052,0.002082053,0.0001487037,0.0003636307],"study_design_scores_gemma":[0.001061737,0.00009006007,0.0006426133,0.0002174158,0.00002447788,0.00001814121,0.00008285703,5.596003e-7,0.9971648,0.0001897051,0.0002223518,0.0002852982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955068,0.001144984,0.000005995527,0.000130948,0.001457164,0.0003092247,0.00005949879,0.00006640425,0.001318951],"genre_scores_gemma":[0.9987146,0.0001173442,0.000122212,0.0003352301,0.0001425841,0.0001066531,0.00003617335,0.00005061311,0.0003745476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003207813,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383645632","doi":"10.1021/acsapm.3c00914","title":"Vitrification: Versatile Method To Modulate Properties of Myrcene-Based Rubbers","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Prepolymer; Glass transition; Materials science; Dynamic mechanical analysis; Polymer chemistry; Polyurethane; Amine gas treating; Glycidyl methacrylate; Myrcene; Methacrylate; Chemical engineering; Polymer; Composite material; Copolymer; Chemistry; Organic chemistry","authors":[{"name":"Farhad Asempour","is_ca":true},{"name":"Milan Marić","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02731758195165743,"gpt":0.2624031325487086,"spread":0.2350855505970511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008520171,0.0002600666,0.0005065493,0.0002324679,0.0001690205,0.0001315192,0.0004831837,0.0001119015,0.0004529787],"category_scores_gemma":[0.00001352733,0.0002289446,0.00005229606,0.000520892,0.00007156649,0.00009330363,0.0001533413,0.00004612336,0.0008412579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614337,"about_ca_system_score_gemma":0.0000892329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004577596,"about_ca_topic_score_gemma":0.000001968066,"domain_scores_codex":[0.9977906,0.000141219,0.0006467076,0.0004926657,0.0003963274,0.0005324834],"domain_scores_gemma":[0.9988704,0.00007977062,0.00023717,0.0006086663,0.00005578493,0.0001482318],"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":[0.0002239665,0.00003251854,0.00000521435,0.0001049935,0.00001683975,0.000001426734,0.0006605156,0.0008248197,0.9958104,0.001443841,0.0002823892,0.0005931066],"study_design_scores_gemma":[0.000390913,0.0000373676,0.0000905127,0.00004611979,0.00003465435,0.000001152552,0.000116158,0.0001357573,0.9982755,0.00009257214,0.0005067249,0.0002725396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959233,0.0001660843,0.001390813,0.0006159554,0.0005523755,0.0005146674,0.0001733812,0.0003348596,0.0003285287],"genre_scores_gemma":[0.9944013,0.000005889815,0.004381933,0.0005517137,0.0001473339,0.0001908753,0.00005745502,0.0000534601,0.0002100243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991119,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361245362","doi":"10.1021/acsapm.2c02223","title":"Mechanically Robust Poly(ionic liquid) Block Copolymers as Self-Assembling Gating Materials for Single-Walled Carbon-Nanotube-Based Thin-Film Transistors","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Russian Science Foundation; Fonds National de la Recherche Luxembourg; Agence Nationale de la Recherche","keywords":"Materials science; Copolymer; Carbon nanotube; Polymer chemistry; Methacrylate; Chemical engineering; Ionic conductivity; Thin-film transistor; Polymer; Cationic polymerization; Nanotechnology; Composite material; Electrode; Layer (electronics); Physical chemistry; Electrolyte","authors":[{"name":"Daniil R. Nosov","is_ca":false},{"name":"Bahar Ronnasi","is_ca":true},{"name":"Elena I. Lozinskaya","is_ca":false},{"name":"Denis O. Ponkratov","is_ca":false},{"name":"Laura Puchot","is_ca":false},{"name":"Patrick Grysan","is_ca":false},{"name":"Daniel F. Schmidt","is_ca":false},{"name":"Benoît H. Lessard","is_ca":true},{"name":"Alexander S. Shaplov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01968332732642927,"gpt":0.2287914901047131,"spread":0.2091081627782838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008873106,0.0007153985,0.0009991667,0.0002302684,0.0004638583,0.0002588518,0.0007109473,0.0005191583,0.000391783],"category_scores_gemma":[0.0001088548,0.0006862776,0.0001910322,0.0005733906,0.00007354526,0.0001094117,0.0001834146,0.0001922245,0.0001809868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070088,"about_ca_system_score_gemma":0.0002830596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003442368,"about_ca_topic_score_gemma":0.000006087611,"domain_scores_codex":[0.9956485,0.00007824956,0.001412091,0.0009580177,0.0006128221,0.001290314],"domain_scores_gemma":[0.9979569,0.0004228103,0.0003960115,0.0008143721,0.0001420021,0.0002678627],"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":[0.0005373397,0.0001300095,1.432473e-7,0.0003047611,0.0001792491,0.000003896244,0.0004277714,0.001162076,0.9883517,0.008694258,0.0001381499,0.00007065963],"study_design_scores_gemma":[0.001781585,0.0001958357,3.967195e-7,0.0001373659,0.0002309174,0.000008164946,0.0002784531,0.00157005,0.994305,0.0001076618,0.0005412811,0.0008432695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919829,0.0003412874,0.0006602426,0.001002792,0.00103773,0.001582416,0.0002146377,0.002015367,0.00116267],"genre_scores_gemma":[0.9948838,0.00003349827,0.0008222022,0.0006052692,0.0007431799,0.001894498,0.0003182662,0.0003276418,0.0003716688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008586596,"threshold_uncertainty_score":0.9995589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386379839","doi":"10.1021/acsapm.3c01431","title":"Catalyst-Free Synthesis of Betulin-Based Polyurethane Elastomers with Outstanding Mechanical Properties and Solvent Resistance","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; Ningbo Municipal Bureau of Science and Technology","keywords":"Betulin; Materials science; Elastomer; Ultimate tensile strength; Polyurethane; Chemical engineering; Thermal stability; Thermal decomposition; Raw material; Catalysis; Solvent; Biomass (ecology); Organic chemistry; Composite material; Chemistry","authors":[{"name":"Xiaobo Xu","is_ca":false},{"name":"Xiaozhen Ma","is_ca":false},{"name":"Xiaolin Wang","is_ca":false},{"name":"Jin Zhu","is_ca":false},{"name":"Jinggang Wang","is_ca":false},{"name":"Ning Yan","is_ca":true},{"name":"Jing Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01869758706770856,"gpt":0.2136906084089265,"spread":0.194993021341218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007362419,0.0003406462,0.0007161842,0.000203105,0.0002241558,0.0001441956,0.000500894,0.0001334832,0.0001072455],"category_scores_gemma":[0.00004310056,0.0002602854,0.00004448912,0.0003402142,0.0002609388,0.000102965,0.0002500923,0.0000740223,0.00003988024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004252743,"about_ca_system_score_gemma":0.00009943882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002251612,"about_ca_topic_score_gemma":0.00003831768,"domain_scores_codex":[0.9975328,0.0001013734,0.0006375638,0.000564029,0.0005298708,0.0006343393],"domain_scores_gemma":[0.9985467,0.0002201808,0.0003362544,0.0006959124,0.00004258559,0.0001584217],"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":[0.0009502411,0.00003611789,0.00001970654,0.0003068122,0.00004297566,0.000009624294,0.000290286,0.00001932937,0.9959196,0.002229727,0.00008728849,0.00008832401],"study_design_scores_gemma":[0.0006705117,0.00006090435,0.00006810534,0.0002430832,0.000116739,0.000004363843,0.0002675384,0.00001529362,0.9980224,0.0001486408,0.0000449545,0.0003374416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971354,0.0007384889,0.0001235774,0.0005734971,0.0002499421,0.0003724055,0.0003195285,0.0002374347,0.0002497162],"genre_scores_gemma":[0.9986236,0.00003660357,0.0007649383,0.0001186001,0.0000925722,0.0001557497,0.00002460052,0.0000662938,0.0001170353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102856,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006756065","doi":"10.1021/acsapm.9b01240","title":"Thickness of the Ice-Shedding Lubricant Layer in Equilibrium with an Underlying Cross-Linked Polymer Film","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Lubricant; Materials science; Polymer; Natural rubber; Composite material; Elastomer; Phase diagram; Chemical engineering; Thermodynamics; Phase (matter); Chemistry; Organic chemistry; Engineering; Physics","authors":[{"name":"Alexander N. Harper","is_ca":true},{"name":"Guojun Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05379144785750628,"gpt":0.289927294958362,"spread":0.2361358471008557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000533234,0.0003006352,0.0005336074,0.00005776318,0.0001521313,0.0002518636,0.000775335,0.0001529754,0.001407447],"category_scores_gemma":[0.00002623587,0.0002065669,0.00004154069,0.0004325649,0.0003260109,0.0002821358,0.0002526882,0.0001353625,0.00008778358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762992,"about_ca_system_score_gemma":0.0001397232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006408054,"about_ca_topic_score_gemma":0.00002117737,"domain_scores_codex":[0.9975324,0.0002196172,0.0006867876,0.0006003882,0.0004718141,0.0004889666],"domain_scores_gemma":[0.998727,0.00009639937,0.0003067086,0.0006681957,0.00005357234,0.0001481169],"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":[0.0003794479,0.00006053523,0.0007709318,0.00005432941,0.000009660891,0.000002642108,0.002146937,0.0001916729,0.9947556,0.001568596,0.0000156943,0.00004391868],"study_design_scores_gemma":[0.0007634331,0.00004768926,0.005157209,0.00002853513,0.00001964828,0.00000458796,0.0006211813,0.00007275663,0.9929151,0.00004969411,0.00003389521,0.0002863047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973619,0.000104271,0.00006570646,0.0008140549,0.0003207416,0.0004613969,0.00009343608,0.0001055454,0.0006729775],"genre_scores_gemma":[0.9981899,0.00000355177,0.0001189909,0.001349398,0.00008609673,0.00006624831,0.00001536049,0.00005519604,0.0001152491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004386278,"threshold_uncertainty_score":0.9995054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209467916","doi":"10.1021/acsapm.1c01301","title":"Influence of Topical Cross-Linking on Mechanical and Ballistic Performance of a Woven Ultra-High-Molecular-Weight Polyethylene Fabric Used in Soft Body Armor","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of British Columbia, Okanagan Campus; University of British Columbia; University of Victoria","funders":"Ministère de la Défense Nationale; Mitacs; Canada Research Chairs","keywords":"Materials science; Polyethylene; Composite material; Ballistic impact; Woven fabric; Armour; Ultra-high-molecular-weight polyethylene; Ballistic limit; Perforation; Composite number; Projectile","authors":[{"name":"Mathieu L. Lepage","is_ca":true},{"name":"Mahdi Takaffoli","is_ca":true},{"name":"Chakravarthi Simhadri","is_ca":true},{"name":"Ryan Mandau","is_ca":true},{"name":"Mazeyar Parvinzadeh Gashti","is_ca":false},{"name":"Rashid Nazir","is_ca":true},{"name":"Majid Mohseni","is_ca":true},{"name":"Wu Li","is_ca":false},{"name":"Chang Liu","is_ca":true},{"name":"Liting Bi","is_ca":true},{"name":"Greg Falck","is_ca":false},{"name":"Peter Berrang","is_ca":false},{"name":"Kevin Golovin","is_ca":true},{"name":"Abbas S. Milani","is_ca":true},{"name":"Gino A. DiLabio","is_ca":true},{"name":"Jeremy E. Wulff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0069045182025029,"gpt":0.226669595710594,"spread":0.2197650775080911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001720511,0.0002274432,0.0005608121,0.00006863203,0.00002633924,0.0000403383,0.0002322761,0.0001931127,0.0001169988],"category_scores_gemma":[0.00002575971,0.0002364524,0.00003329354,0.0001582103,0.00007236939,0.00005772046,0.00008870987,0.0001547763,0.00001074295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002534999,"about_ca_system_score_gemma":0.00002632233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003834129,"about_ca_topic_score_gemma":0.000003061997,"domain_scores_codex":[0.9984536,0.00004107692,0.0006159843,0.0002979356,0.0002872197,0.0003042525],"domain_scores_gemma":[0.9992905,0.0001479572,0.00009991057,0.0003445603,0.00003327434,0.00008381603],"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":[0.00008301877,0.0000593694,0.0005780014,0.0002459674,0.00002295001,0.00001853599,0.00007169781,0.0006178485,0.9884222,0.009650186,4.766163e-7,0.0002297643],"study_design_scores_gemma":[0.0006453336,0.0000727211,0.02073858,0.000159334,0.00003384199,0.000008226181,0.000005253456,0.00005038649,0.9776768,0.0003928243,0.000001846226,0.0002148288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991888,0.0001770089,0.0001889,0.00001679728,0.0001026667,0.0001830357,0.00002803333,0.00005368007,0.00006106213],"genre_scores_gemma":[0.9994646,0.00004835829,0.0003055287,0.00005189321,0.000031708,0.00003049278,0.00002116483,0.00003993281,0.00000637153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02016058,"threshold_uncertainty_score":0.9642248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386026131","doi":"10.1021/acsapm.3c01360","title":"Hard Epoxy Coating with Lasting Low Ice Adhesion Strength","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Coating; Composite material; Epoxy; Bilayer; Silicone; Surface roughness; Silicone oil; Polymer; Chemical engineering; Membrane","authors":[{"name":"Jasmine V. Buddingh","is_ca":true},{"name":"Guojun Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02220799313707105,"gpt":0.2375358277776057,"spread":0.2153278346405346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000686225,0.0002773707,0.0003798562,0.0001057827,0.0003497454,0.0002922531,0.0003271313,0.0001139821,0.001543124],"category_scores_gemma":[0.00004005176,0.0002253658,0.00002492022,0.0003910684,0.0001064685,0.0001593111,0.000154174,0.00007889678,0.002459214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003372122,"about_ca_system_score_gemma":0.00006258863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657575,"about_ca_topic_score_gemma":0.000005633271,"domain_scores_codex":[0.9978718,0.0001046572,0.0004743798,0.0005588348,0.0004317129,0.0005585734],"domain_scores_gemma":[0.9989507,0.0001793843,0.0002139781,0.0004816456,0.00005100269,0.0001233388],"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":[0.00008167795,0.00003110298,0.0001585419,0.00005377402,0.000006430367,0.000007101089,0.0005000613,0.0000519,0.9977363,0.000786172,0.0003503739,0.0002365616],"study_design_scores_gemma":[0.0005092513,0.00002968048,0.001435895,0.00004044035,0.00001705586,0.000004851372,0.0004361556,0.00003504768,0.9969975,0.00002879099,0.0001613265,0.0003039889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969432,0.00003110811,0.00005296964,0.0001604316,0.0004890234,0.0003035741,0.00009214687,0.0006530323,0.00127451],"genre_scores_gemma":[0.997992,0.000008586201,0.0005115886,0.0002486428,0.000184026,0.0001107534,0.00009025278,0.0000597728,0.0007944051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001277353,"threshold_uncertainty_score":0.9993696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967664621","doi":"10.1021/acsapm.9b00571","title":"Production and Dynamic Mechanical Analysis of Macro-Scale Functionalized Polydicyclopentadiene Objects Facilitated by Rational Synthesis and Reaction Injection Molding","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Synthetic Organic Chemistry Methods","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Dicyclopentadiene; Polymer; Monomer; Molding (decorative); Dioxolane; Composite material; Polymerization; Organic chemistry; Chemistry","authors":[{"name":"Tyler J. Cuthbert","is_ca":true},{"name":"Tong Li","is_ca":true},{"name":"Jeremy E. Wulff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006692136870330296,"gpt":0.2356392676639442,"spread":0.2289471307936139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005013912,0.0002451649,0.0005620977,0.0001384497,0.0000899206,0.00004691534,0.00008461039,0.0002213828,0.00355135],"category_scores_gemma":[0.0001007741,0.0002530545,0.00004865914,0.0003326297,0.00008701428,0.000112903,0.00008210347,0.00008751588,0.000008159072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044766,"about_ca_system_score_gemma":0.00002897433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475048,"about_ca_topic_score_gemma":0.000008037458,"domain_scores_codex":[0.9982708,0.00006885273,0.0005319017,0.0006229765,0.0002896923,0.0002158411],"domain_scores_gemma":[0.9989827,0.0002388729,0.000324697,0.0003324304,0.00004578042,0.00007553636],"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":[0.0003488628,0.0000582195,0.0002225819,0.0001449678,0.0005202849,1.64194e-7,0.0001473331,0.000003390825,0.9961509,0.00005975031,0.00001971613,0.0023239],"study_design_scores_gemma":[0.0003456939,0.00001196658,0.0008900061,0.00003168016,0.000754483,0.00002533049,0.0004343734,0.00004944328,0.997102,0.00008069036,0.00004450042,0.0002298504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984304,0.0001747008,0.00005575753,0.00008050899,0.0001727254,0.0001711539,0.0002740374,0.00007293536,0.0005678216],"genre_scores_gemma":[0.9982739,0.00007322982,0.0003266708,0.00001508654,0.00005011743,0.00007758408,0.0002624388,0.00003215044,0.0008888317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003543191,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138922228","doi":"10.1021/acsapm.0c01252","title":"Cross-Linked and Surface-Modified Cellulose Acetate as a Cover Layer for Paper-Based Electrochromic Devices","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Materials science; Tetraethyl orthosilicate; Chemical engineering; Electrochromic devices; Cellulose; Fourier transform infrared spectroscopy; Pyromellitic dianhydride; Electrochromism; Solvent; Surface modification; Ionic liquid; Polymer chemistry; Polyimide; Layer (electronics); Composite material; Organic chemistry; Nanotechnology; Chemistry","authors":[{"name":"Joice Jaqueline Kaschuk","is_ca":false},{"name":"Maryam Borghei","is_ca":false},{"name":"Katariina Solin","is_ca":false},{"name":"Anurodh Tripathi","is_ca":false},{"name":"Alexey Khakalo","is_ca":false},{"name":"Fábio A. S. Leite","is_ca":false},{"name":"Aida Branco","is_ca":false},{"name":"Miriam C. Amores de Sousa","is_ca":false},{"name":"Elisabete Frollini","is_ca":false},{"name":"Orlando J. Rojas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01729320999351319,"gpt":0.2738472782017073,"spread":0.2565540682081942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009283194,0.000554166,0.000989852,0.00007893746,0.0002759251,0.001084358,0.0003621897,0.0003297054,0.006811081],"category_scores_gemma":[0.00004559358,0.0005260416,0.0001020571,0.0001925905,0.0002370041,0.0003857042,0.000127252,0.00007506888,0.0008693351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000605005,"about_ca_system_score_gemma":0.0003189271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063005,"about_ca_topic_score_gemma":0.00001567494,"domain_scores_codex":[0.9964321,0.0002348834,0.0009999538,0.001047221,0.0004074232,0.00087846],"domain_scores_gemma":[0.9983419,0.0003108495,0.0004074014,0.0005493598,0.0001712617,0.0002192427],"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":[0.001088747,0.00009748019,0.00001422821,0.0002885359,0.00004848562,0.00001872798,0.0001215079,0.00004680573,0.9937292,0.004366551,0.0001329043,0.00004681222],"study_design_scores_gemma":[0.003359409,0.00008825931,0.0006301291,0.00003623134,0.0001440167,0.0000265387,0.00002142219,0.000005053767,0.9928902,0.0007505978,0.001425643,0.0006224966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953674,0.0007493523,0.0002936932,0.000355791,0.000788654,0.0009930402,0.0007904907,0.000267245,0.0003943444],"genre_scores_gemma":[0.9937708,0.00003440445,0.00174811,0.002361053,0.0002433103,0.0002836754,0.0002747483,0.0001230664,0.001160872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005941746,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402641640","doi":"10.1021/acsapm.4c01782","title":"Polybenzimidazole-Modified Cation-Exchange Membrane with High Monovalent Ion Selectivity for Electrodialysis Separation of Alkaline/Alkaline Earth Metals","year":2024,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Tamkeen; York University; New York University Abu Dhabi","keywords":"Electrodialysis; Alkaline earth metal; Chemistry; Selectivity; Membrane; Ion exchange; Inorganic chemistry; Alkali metal; Ion; Catalysis; Organic chemistry; Biochemistry","authors":[{"name":"Д. В. Голубенко","is_ca":false},{"name":"Dmitrii I. Petukhov","is_ca":false},{"name":"Raed A. Al-Juboori","is_ca":false},{"name":"Daniel Johnson","is_ca":false},{"name":"Nidal Hilal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238533464066843,"gpt":0.25627420063435,"spread":0.2438888659936816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006334973,0.0004182608,0.0007111545,0.000453389,0.00008370064,0.0001488297,0.0001918923,0.0002144379,0.0004247317],"category_scores_gemma":[0.00001015411,0.0003819169,0.00008529222,0.0006533751,0.0000487966,0.0002773755,0.00002387974,0.0001062198,0.00004566686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007511995,"about_ca_system_score_gemma":0.00008308906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178384,"about_ca_topic_score_gemma":0.00005352347,"domain_scores_codex":[0.9978926,0.00006958107,0.0007827721,0.0004834059,0.0003664662,0.0004052033],"domain_scores_gemma":[0.9989769,0.0001481661,0.0001856069,0.0004783613,0.0001259737,0.00008501982],"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":[0.0002606537,0.0000481187,4.677437e-7,0.0006735292,0.0003043182,8.562645e-7,0.0002283511,0.002059159,0.98515,0.009873815,0.0008023953,0.0005983557],"study_design_scores_gemma":[0.000570237,0.0001129272,0.00001408625,0.00004616595,0.0002780758,0.000004800066,0.00001211553,0.001218675,0.99542,0.0002452263,0.001681256,0.0003964688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549927,0.0006931463,0.03996346,0.0001382339,0.0004088133,0.001616936,0.0005208655,0.00111525,0.0005505924],"genre_scores_gemma":[0.9953316,0.0002051418,0.001169424,0.00007739423,0.0004011598,0.001263446,0.001106278,0.0001269935,0.0003186008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04033886,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367041933","doi":"10.1021/acsapm.3c00037","title":"Highly Conductive Cellulose Strain Sensor with Excellent Negative Resistance Variation and Joule Heating Property","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology; Canada First Research Excellence Fund; Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Materials science; Composite material; Strain (injury); Cellulose; Joule heating; Conductivity; Electrical conductor; Electrical resistance and conductance; Coating; Electrical resistivity and conductivity; Thermal stability; Yarn; Heating element; Chemical engineering; Electrical engineering; Chemistry","authors":[{"name":"Guichun Hu","is_ca":true},{"name":"Hong Zhao","is_ca":true},{"name":"Na Zhong","is_ca":true},{"name":"Heng Zhao","is_ca":true},{"name":"Hongguang Zhang","is_ca":true},{"name":"Aimei Zang","is_ca":false},{"name":"Fangong Kong","is_ca":false},{"name":"Jinguang Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01369452049521515,"gpt":0.2064667700247501,"spread":0.1927722495295349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002148611,0.000294878,0.0003715134,0.00008474352,0.0001381201,0.00013477,0.00008561838,0.00009921539,0.00007698534],"category_scores_gemma":[0.00001878326,0.0002160467,0.00001206448,0.0002103213,0.00008298752,0.0001618005,0.00004298845,0.00007341611,0.0000540299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004254015,"about_ca_system_score_gemma":0.00001559177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053583,"about_ca_topic_score_gemma":0.00001073998,"domain_scores_codex":[0.9986669,0.00005956117,0.0003529846,0.000348712,0.0001742206,0.0003976569],"domain_scores_gemma":[0.9994575,0.0001030816,0.0001026635,0.0002162433,0.00003565171,0.00008483401],"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":[0.0001023948,0.000008007251,0.000004549276,0.0001542355,0.00005185405,0.00001067188,0.001550716,0.002016624,0.9939872,0.001788998,0.0001534609,0.0001712712],"study_design_scores_gemma":[0.0005531272,0.00002682411,0.0008264275,0.00005970007,0.00002852172,0.000004382884,0.0003509634,0.00004707463,0.9967921,0.0007426445,0.0002221678,0.000346041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953805,0.00005586321,0.0002369312,0.0000707279,0.0003090617,0.0003519711,0.0001768059,0.0006783838,0.002739807],"genre_scores_gemma":[0.9948841,0.00004426778,0.002120062,0.00004437752,0.0001805306,0.0001344566,0.00008473425,0.00009506909,0.002412381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002804909,"threshold_uncertainty_score":0.8810128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979603699","doi":"10.1021/acsapm.9b00676","title":"AIE-Active and Thermoresponsive Alternating Polyurethanes of Bile Acid and PEG for Cell Imaging","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"South China University of Technology; Ministry of Science and Technology of the People's Republic of China; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Biocompatibility; Ethylene glycol; Fluorescence; PEG ratio; Polymer; Cyclodextrin; Conjugated system; Aqueous solution; Chemistry; Molecule; In vivo; Polymer chemistry; Materials science; Chemical engineering; Combinatorial chemistry; Organic chemistry","authors":[{"name":"K. F. Chen","is_ca":false},{"name":"Sa Liu","is_ca":false},{"name":"Meng Gao","is_ca":false},{"name":"Jin Wang","is_ca":false},{"name":"Yushi Wang","is_ca":false},{"name":"Yunhua Chen","is_ca":false},{"name":"Li Ren","is_ca":false},{"name":"Huatang Zhang","is_ca":false},{"name":"Yong‐Guang Jia","is_ca":false},{"name":"X. X. Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005794384166325774,"gpt":0.2201100292892159,"spread":0.2143156451228901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207,0.0002872625,0.0005742183,0.000101194,0.00009775412,0.0001738183,0.0002266225,0.00009038241,0.00053452],"category_scores_gemma":[0.00002320489,0.0002392363,0.00003018089,0.00005156558,0.0001935388,0.0002402747,0.0002215694,0.0000360739,0.00004977592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424821,"about_ca_system_score_gemma":0.00003828794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436642,"about_ca_topic_score_gemma":0.000001175297,"domain_scores_codex":[0.9983188,0.00007260137,0.0004827645,0.0005086382,0.0001998543,0.0004173559],"domain_scores_gemma":[0.9989627,0.0001688502,0.0004082527,0.0003135398,0.00006775196,0.00007892799],"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":[0.0007108114,0.00003221501,0.0002861539,0.0002862895,0.00001166784,0.000001501271,0.001157287,1.36287e-7,0.9957939,0.0009617976,0.00004212948,0.0007161415],"study_design_scores_gemma":[0.001123029,0.0000721665,0.0007966901,0.00006627611,0.00004260998,0.00001027434,0.0005935654,0.000002138216,0.996634,0.0003053621,0.00007161307,0.0002822833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969572,0.0005514313,0.00001464583,0.00008600373,0.0006875093,0.0009038282,0.0003857074,0.00004944024,0.0003641754],"genre_scores_gemma":[0.9988521,0.00005433562,0.0003772267,0.0001940966,0.0001859413,0.0001037208,0.00002853131,0.00005015976,0.000153878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894851,"threshold_uncertainty_score":0.9755774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021522367","doi":"10.1021/acsapm.0c00451","title":"Star-Shaped Glycopolymers with a Porphyrin Core: Synthesis, Singlet Oxygen Generation, and Photodynamic Therapy","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Fundamental Research Funds for the Central Universities; Fonds de recherche du Québec – Nature et technologies","keywords":"Porphyrin; Photodynamic therapy; Phototoxicity; Photosensitizer; Singlet oxygen; Photochemistry; Chemistry; Oxygen; Organic chemistry; Biochemistry; In vitro","authors":[{"name":"Zhiyuan Ma","is_ca":true},{"name":"Hongmei Liu","is_ca":false},{"name":"Zihan Peng","is_ca":false},{"name":"Xuan Yi","is_ca":false},{"name":"Ernesto Rivera","is_ca":false},{"name":"X. X. Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02489686865426231,"gpt":0.2241245738181748,"spread":0.1992277051639125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002105991,0.0004465963,0.0005514886,0.00003824534,0.0002031961,0.0002858301,0.0003668927,0.0001522384,0.003441686],"category_scores_gemma":[0.00001493746,0.0003662691,0.00003035776,0.0001672435,0.000232565,0.0001348968,0.0001216114,0.00008691937,0.0001418626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002795457,"about_ca_system_score_gemma":0.0001092287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369802,"about_ca_topic_score_gemma":0.000003631526,"domain_scores_codex":[0.9978947,0.00005398466,0.0004667653,0.0007366568,0.0003479198,0.000499972],"domain_scores_gemma":[0.9989377,0.00006542962,0.0002765949,0.0004037567,0.00003687559,0.0002796388],"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":[0.0005915206,0.00004698219,0.00002093314,0.00005793951,0.00004274592,0.0000183677,0.0003883079,0.000001031163,0.9976367,0.0004246976,0.0005599701,0.0002108462],"study_design_scores_gemma":[0.0009332761,0.0001083756,0.00008923862,0.00001793119,0.00003862516,0.00003729645,0.0001027107,0.00001208017,0.9976664,0.00003519304,0.000468577,0.0004903277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969195,0.0006794771,0.00002536822,0.000540095,0.0001553184,0.0004129836,0.0003363131,0.0001974796,0.0007334511],"genre_scores_gemma":[0.9966125,0.0001155481,0.0003566345,0.001931842,0.0004923171,0.0001889344,0.0001269208,0.00008597063,0.00008930525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299823,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089185730","doi":"10.1021/acsapm.0c00785","title":"Phase Equilibria of a Brush-Bearing Coating Swollen with a Lubricant and Regulation of Its Composition to Facilitate Ice Shedding","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lubricant; Coating; Materials science; Polymer; Composite material; Phase diagram; Phase (matter); Thermodynamics; Chemical engineering; Chemistry; Organic chemistry","authors":[{"name":"Alexander N. Harper","is_ca":true},{"name":"Guojun Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0261810378227823,"gpt":0.2383939270421941,"spread":0.2122128892194118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000922435,0.000139639,0.0002973671,0.00007275823,0.00005874205,0.00002940761,0.00006000985,0.00004382868,0.00006930313],"category_scores_gemma":[0.000007738653,0.0001361934,0.00001587711,0.0001809223,0.00002118802,0.0001434646,0.00003533606,0.00004157972,0.000007440608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000178428,"about_ca_system_score_gemma":0.00001140397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006117859,"about_ca_topic_score_gemma":0.00000199959,"domain_scores_codex":[0.9991322,0.00002175301,0.0003959691,0.000169447,0.0001328652,0.0001477528],"domain_scores_gemma":[0.999603,0.00006234699,0.0001089351,0.0001055543,0.00004103433,0.00007912097],"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":[0.0002212643,0.00002089636,0.0000253317,0.0001960851,0.00004544833,3.950524e-7,0.00303994,0.001829136,0.9936795,0.0004214552,0.00005625409,0.0004642495],"study_design_scores_gemma":[0.0006381338,0.0001095772,0.0002884268,0.00008786607,0.00003744357,0.000003148176,0.0003567361,0.001800954,0.9964288,0.00001009947,0.0001017067,0.0001371103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994632,0.0001023279,0.004007515,0.00007088086,0.0000779666,0.0002955107,0.00009416748,0.0001001863,0.0006194141],"genre_scores_gemma":[0.9988834,0.00002189128,0.0009229243,0.00002481203,0.0000484419,0.00002446511,0.00002466207,0.00002737615,0.00002203324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004251363,"threshold_uncertainty_score":0.5553806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393008514","doi":"10.1021/acsapm.3c03000","title":"Co-encapsulation of Quercetin and α-Tocopherol Bioactives in Zein Nanoparticles: Synergistic Interactions, Stability, and Controlled Release","year":2024,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Foundation for Innovation","keywords":"Encapsulation (networking); Tocopherol; Chemistry; Quercetin; Nanoparticle; Nanotechnology; Antioxidant; Materials science; Biochemistry; Vitamin E; Computer science","authors":[{"name":"Debela T. Tadele","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396077095193464,"gpt":0.2786598962964932,"spread":0.2646991253445585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266844,0.0001380393,0.0004764308,0.0001044883,0.00002482954,0.00005440011,0.00002494554,0.00005896131,0.0001639996],"category_scores_gemma":[0.00004324938,0.0001113932,0.00002230098,0.00008535962,0.0001616441,0.0001010593,0.00002347523,0.00007082126,0.000004353975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158828,"about_ca_system_score_gemma":0.00003693072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139655,"about_ca_topic_score_gemma":0.000004282569,"domain_scores_codex":[0.9990574,0.00005493629,0.0003984235,0.0002395717,0.0001054168,0.0001442592],"domain_scores_gemma":[0.9994879,0.0002430021,0.00007877655,0.0001191839,0.00001570843,0.00005542009],"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":[0.001273244,0.00009824216,0.0003030838,0.00037912,0.00005108137,0.000005414044,0.0004916874,1.00521e-7,0.994482,0.00237809,0.00002514975,0.0005127215],"study_design_scores_gemma":[0.001890301,0.00005338767,0.0025484,0.0002643194,0.00007849593,0.000009681622,0.0005273636,0.0000258306,0.9938438,0.0006460132,0.00001313665,0.00009925888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973477,0.001144474,0.000007865983,0.0002744404,0.0000660598,0.000619124,0.00004991646,0.00003981463,0.0004506063],"genre_scores_gemma":[0.9995499,0.00009996627,0.00002698443,0.0000507835,0.00006533656,0.0001337765,0.00001523291,0.00001750323,0.0000405517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245316,"threshold_uncertainty_score":0.4542482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081144827","doi":"10.1021/acsapm.0c00698","title":"Thermally-Degradable Thermoset Adhesive Based on a Cellulose Nanocrystals/Epoxy Nanocomposite","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Institute for Nanotechnology","funders":"Innotech Alberta; Alberta Innovates; Alberta-Pacific Forest Industries","keywords":"Epoxy; Adhesive; Materials science; Thermosetting polymer; Nanocomposite; Composite material; Cellulose; Polymer; Degradation (telecommunications); X-ray photoelectron spectroscopy; Chemical engineering","authors":[{"name":"Jung-Soo Kang","is_ca":true},{"name":"Andrew J. Myles","is_ca":true},{"name":"Kenneth D. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01952585392758447,"gpt":0.2497420483785459,"spread":0.2302161944509614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004734073,0.0006470716,0.0008719019,0.0001059115,0.0003808902,0.0002952479,0.0008924057,0.0001743358,0.003867357],"category_scores_gemma":[0.00005659903,0.0005206077,0.0001034972,0.0003481281,0.000315433,0.0001960458,0.0004376513,0.0001905065,0.002595019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009325127,"about_ca_system_score_gemma":0.0001476405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007320675,"about_ca_topic_score_gemma":0.000001513856,"domain_scores_codex":[0.9958732,0.000289818,0.0007088066,0.001055689,0.0009164784,0.001156016],"domain_scores_gemma":[0.9980662,0.0003410506,0.0003596268,0.0007648897,0.0000861098,0.0003820735],"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":[0.0008052938,0.0001328245,0.000007382648,0.0001399725,0.00003949753,0.0000636636,0.0005318227,0.0000713201,0.9935603,0.002752137,0.001558887,0.0003369368],"study_design_scores_gemma":[0.001140637,0.0002634252,0.00004342231,0.00004895518,0.00003925733,0.000002666741,0.0001370093,0.00001920725,0.9951745,0.0002923891,0.002249592,0.0005889722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849566,0.0007616276,0.0003138568,0.001746773,0.0003581098,0.001339714,0.0004949933,0.0004889648,0.009539348],"genre_scores_gemma":[0.9940501,0.00003406733,0.0008311212,0.003428463,0.0004014708,0.0004329733,0.00008649707,0.0001374294,0.000597871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009093495,"threshold_uncertainty_score":0.9997246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006196233","doi":"10.1021/acsapm.9b01082","title":"Enzyme Encapsulation in Glycerol–Silicone Membranes for Bioreactions and Biosensors","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Danmarks Frie Forskningsfond; Otto Mønsteds Fond","keywords":"Glycerol; Encapsulation (networking); Biosensor; Membrane; Silicone; Chemistry; Enzyme; Immobilized enzyme; Glycerol kinase; Chemical engineering; Materials science; Biochemistry; Organic chemistry; Computer science; Engineering","authors":[{"name":"Piotr Mazurek","is_ca":true},{"name":"Paul M. Zelisko","is_ca":true},{"name":"Anne Ladegaard Skov","is_ca":false},{"name":"Michael A. Brook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0140454392359195,"gpt":0.2360235640241195,"spread":0.2219781247882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008387172,0.0001220492,0.0001682082,0.00003767681,0.00004569394,0.00003567816,0.00006009933,0.0001199761,0.00002759105],"category_scores_gemma":[0.00002498881,0.0001187472,0.00002151181,0.00008601989,0.00003895234,0.000005788432,0.00003796089,0.00001958786,0.000006149183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004256866,"about_ca_system_score_gemma":0.00001432852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922291,"about_ca_topic_score_gemma":0.000006934614,"domain_scores_codex":[0.9992598,0.00001874477,0.0002361871,0.0002953385,0.00004957249,0.0001403416],"domain_scores_gemma":[0.999704,0.00001125035,0.00007952439,0.0001350694,0.00002035866,0.00004978174],"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":[0.0001392084,0.00001828876,0.000041668,0.00004754847,0.00001819983,1.163029e-7,0.00009019597,0.00001062865,0.9986528,0.0005021917,0.0002212523,0.0002579463],"study_design_scores_gemma":[0.0005946446,0.00006002228,0.0003577388,0.000003229894,0.00002169905,0.00000131297,0.00007685555,0.00001100919,0.9949631,0.00002133587,0.003754219,0.0001347982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981674,0.0006287649,0.0002065414,0.0004043108,0.00006353642,0.0003258391,0.00008079266,0.00001398395,0.0001088539],"genre_scores_gemma":[0.9980695,0.0002101851,0.00006424349,0.0005140909,0.000217308,0.0001029982,0.0007461011,0.00002190829,0.00005368742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003689621,"threshold_uncertainty_score":0.4842372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969887861","doi":"10.1021/acsapm.9b00475","title":"Fabrication and In Situ Cross-Linking of Carboxylic-Acid-Functionalized Poly(Ester Amide) Scaffolds for Tissue Engineering","year":2019,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbodiimide; Tissue engineering; Succinic anhydride; Scaffold; Biomaterial; Chemistry; Surface modification; Polymer chemistry; Thermal stability; In situ; Biocompatibility; Polymer; Biomedical engineering; Organic chemistry","authors":[{"name":"Kai Cao","is_ca":true},{"name":"Derek S. Flegg","is_ca":true},{"name":"Shigang Lin","is_ca":true},{"name":"François Lagugné‐Labarthet","is_ca":true},{"name":"Kibret Mequanint","is_ca":true},{"name":"Elizabeth R. Gillies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01348733074363874,"gpt":0.2355323191163048,"spread":0.222044988372666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190909,0.000242774,0.0005143089,0.000133174,0.00006423378,0.0001743679,0.0002064229,0.0001644288,0.0005996002],"category_scores_gemma":[0.00001370365,0.000212107,0.00002957248,0.0001095564,0.00007487374,0.0001987108,0.0001027381,0.00003002717,0.00004534969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865898,"about_ca_system_score_gemma":0.00003592439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280131,"about_ca_topic_score_gemma":0.000007841864,"domain_scores_codex":[0.9983972,0.00003776123,0.0005944463,0.0004131155,0.0002000141,0.000357409],"domain_scores_gemma":[0.9992285,0.0001173337,0.0002253034,0.0003293116,0.00004716113,0.00005240374],"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":[0.000281403,0.00002318311,0.0003187967,0.0002672261,0.0000129961,1.946273e-7,0.0002462775,0.000002553413,0.9942173,0.001645285,0.000009470236,0.002975306],"study_design_scores_gemma":[0.0006385698,0.00003869237,0.00218006,0.00007338358,0.00002160991,0.000002805833,0.0000329654,0.000008614032,0.9960932,0.00008330819,0.0005695695,0.0002571929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921226,0.005976176,0.0001565405,0.00007892922,0.0006814041,0.0005004042,0.00008254268,0.00005579683,0.0003456353],"genre_scores_gemma":[0.9983799,0.00003180927,0.0006659545,0.000108195,0.0001469372,0.0002107235,0.00003524417,0.00004418567,0.0003770829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006257297,"threshold_uncertainty_score":0.8649473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380786086","doi":"10.1021/acsapm.3c00567","title":"Fabrication of Triblock Elastomer Foams for Oil Absorption Applications: Effects of Crosslinking, Composition, and Rheology Factors","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ontario Centre of Innovation","keywords":"Materials science; Elastomer; Absorption of water; Rheology; Composite material; Polymer; Copolymer; Styrene; Chemical engineering","authors":[{"name":"Hye-Jin Lee","is_ca":true},{"name":"Arvind Gupta","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01053755208894168,"gpt":0.2518061557612597,"spread":0.241268603672318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003444993,0.0001988568,0.000496571,0.0002053271,0.0001645531,0.00004909997,0.0002158541,0.0001501923,0.00004138708],"category_scores_gemma":[0.00001474248,0.0001868324,0.00004549363,0.0002819048,0.0001753582,0.00008687852,0.0001007479,0.00003498704,0.00002545171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784673,"about_ca_system_score_gemma":0.00002835565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000940844,"about_ca_topic_score_gemma":0.000001140762,"domain_scores_codex":[0.9984213,0.00005947189,0.0006603713,0.0003596842,0.0001831205,0.0003160767],"domain_scores_gemma":[0.9985985,0.000413952,0.0005202612,0.000306471,0.00009845605,0.00006237582],"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":[0.0001068942,0.00005845929,0.0001592937,0.0006009555,0.00002406292,1.064266e-7,0.0003781961,0.00001034102,0.9875289,0.009871196,0.00005709422,0.001204544],"study_design_scores_gemma":[0.000693405,0.00006465186,0.001833746,0.00004242022,0.00006993476,0.000001603462,0.00004225365,0.00002109765,0.9963963,0.000567255,0.00009861241,0.0001687377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994279,0.0005936588,0.003809145,0.00004919658,0.0003512106,0.0005527103,0.0002027316,0.0001193173,0.00004308044],"genre_scores_gemma":[0.9982516,0.0001263024,0.0004790462,0.00005000614,0.0001220453,0.000538309,0.0002891877,0.00003200973,0.0001115466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009303941,"threshold_uncertainty_score":0.7618803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391011526","doi":"10.1021/acsapm.3c02531","title":"Surface Modification and Dyeing of Ultrahigh-Molecular-Weight Polyethylene Fabrics Using Diazirine-Based Polymers","year":2024,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Mitacs; Innovate BC","keywords":"Covalent bond; Surface modification; Materials science; Polyethylene; Epoxy; Polymer; Composite material; Polymer chemistry; Ultra-high-molecular-weight polyethylene; Adhesion; Coating; Polyamine; Chemical engineering; Chemistry; Organic chemistry","authors":[{"name":"Rashid Nazir","is_ca":true},{"name":"Stefania F. Musolino","is_ca":true},{"name":"Madisen A. MacFarlane","is_ca":false},{"name":"Jeremy E. Wulff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01422708233914356,"gpt":0.235345577599798,"spread":0.2211184952606544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001851465,0.0003236316,0.0004224963,0.0001394837,0.00006187786,0.0001410013,0.0001353469,0.0001573929,0.00007574826],"category_scores_gemma":[0.000009092597,0.0003271043,0.00003574528,0.0002456866,0.00009776854,0.0001332515,0.00003477296,0.0000771803,0.00001033808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004229693,"about_ca_system_score_gemma":0.00002845233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202076,"about_ca_topic_score_gemma":7.725412e-7,"domain_scores_codex":[0.9985349,0.00004125308,0.0005206135,0.0003408455,0.0001930003,0.0003694475],"domain_scores_gemma":[0.9993993,0.0001033271,0.00008109049,0.0003037858,0.00001947994,0.00009303567],"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":[0.00002379992,0.000009303964,0.000004936129,0.0004012791,0.00005758481,0.000007464013,0.00009842471,0.02079748,0.9714588,0.006093098,0.0000124188,0.001035412],"study_design_scores_gemma":[0.0002334646,0.00001073497,0.00003495324,0.0001065773,0.00007213605,0.000007839794,0.00002257715,0.0009257211,0.9978513,0.0002476274,0.0001471391,0.0003399969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987954,0.002549189,0.007274178,0.0000340605,0.0008090608,0.000161122,0.0001545494,0.000459527,0.0006043649],"genre_scores_gemma":[0.9977404,0.0001175799,0.001690935,0.0000442504,0.0001336219,0.00001445356,0.0000862757,0.0001289204,0.00004360121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02639243,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294770798","doi":"10.1021/acsapm.2c00943","title":"Microfluidic Generation of Therapeutically Relevant Polycaprolactone (PCL) Microparticles: Computational and Experimental Approaches","year":2022,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Victoria","funders":"British Columbia Knowledge Development Fund; Canada Research Chairs; Michael Smith Health Research BC; Canada Foundation for Innovation; Canadian Institutes of Health Research; Innovate BC","keywords":"Microfluidics; Microparticle; Polydimethylsiloxane; Nanotechnology; Polycaprolactone; Drug delivery; Dispersity; Flow focusing; Materials science; Fabrication; Polymer; Chemical engineering","authors":[{"name":"Alejandro Forigua","is_ca":true},{"name":"Arash Dalili","is_ca":true},{"name":"Rebecca Kirsch","is_ca":true},{"name":"Stephanie M. Willerth","is_ca":true},{"name":"Katherine S. Elvira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0338850590987255,"gpt":0.2322013334605245,"spread":0.198316274361799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260217,0.0001665536,0.0002182258,0.0001043334,0.0001221108,0.00003086645,0.0001144066,0.00005029514,0.0002144392],"category_scores_gemma":[0.000001102459,0.0001751884,0.000015284,0.0001987847,0.000115782,0.00005722505,0.0001042994,0.00008478862,0.000003946031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006405764,"about_ca_system_score_gemma":0.00002240839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006830056,"about_ca_topic_score_gemma":1.818545e-8,"domain_scores_codex":[0.9989601,0.00003278135,0.0004506622,0.0001969617,0.000177434,0.0001820644],"domain_scores_gemma":[0.9997045,0.00001645514,0.00008543377,0.0001490938,0.00002254324,0.00002196353],"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":[0.00005288211,0.00005858855,0.000006729836,0.00002616398,0.00004550245,5.846051e-7,0.0005048388,0.00001851023,0.9629145,0.03404563,0.0009845027,0.00134161],"study_design_scores_gemma":[0.0003210839,0.00005566046,0.00004859696,0.000002983645,0.00001342109,0.00001815207,0.0003027304,0.00008088358,0.9980735,0.000390403,0.0005134899,0.0001791342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987285,0.004968377,0.00678114,0.00006557099,0.0001372611,0.0003077903,0.0001144812,0.0001275378,0.0002128308],"genre_scores_gemma":[0.9985885,0.00002870863,0.0005985707,0.0001969528,0.00006322712,0.0001768404,0.00028982,0.00004074327,0.00001661908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035159,"threshold_uncertainty_score":0.7143974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200415191","doi":"10.1021/acsapm.1c00722","title":"Electrospun Polystyrene and Acid-Treated Cellulose Nanocrystals with Intense Pulsed Light Treatment for N95-Equivalent Filters","year":2021,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Materials science; Filtration (mathematics); Polystyrene; Pressure drop; Respirator; Membrane; Electrospinning; Cellulose; Composite material; Drop (telecommunication); Nanotechnology; Chemical engineering; Polymer; Chemistry","authors":[{"name":"Danny Wong","is_ca":true},{"name":"Sean Hartery","is_ca":true},{"name":"Erin Keltie","is_ca":true},{"name":"Rachel Chang","is_ca":true},{"name":"Jong Sung Kim","is_ca":true},{"name":"Simon S. Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008828104838622747,"gpt":0.2066242550713059,"spread":0.1977961502326832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008123888,0.0003384396,0.0004196043,0.00006562714,0.00009415536,0.0001526114,0.00006659384,0.0001071265,0.0001769168],"category_scores_gemma":[0.000005520832,0.0002837349,0.00003543357,0.0001521038,0.00003859726,0.00009960135,0.00001654403,0.00004058259,0.0000163063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090621,"about_ca_system_score_gemma":0.00004847508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001620742,"about_ca_topic_score_gemma":0.00001892409,"domain_scores_codex":[0.9986683,0.00003329947,0.0003703652,0.0003442903,0.0001314356,0.0004523054],"domain_scores_gemma":[0.9994401,0.00005157512,0.00007942053,0.0002549408,0.00005918607,0.0001147255],"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":[0.0002786465,0.00003534259,0.000008558007,0.00006458339,0.0001992009,0.000007609617,0.000761356,0.00001474738,0.9967051,0.000600991,0.0005082872,0.0008155964],"study_design_scores_gemma":[0.001687866,0.0002512225,0.00005801489,0.00002262636,0.000129592,0.00002405349,0.0001529311,0.00003919403,0.9967994,0.00007968587,0.0004300143,0.0003254127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994848,0.0008787541,0.002378119,0.0002785395,0.0001605252,0.0006491219,0.0001584577,0.0002461879,0.0004023366],"genre_scores_gemma":[0.9968028,0.0001900743,0.0005774121,0.000190842,0.0000841799,0.0004855593,0.0006623686,0.00008019346,0.0009265824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00195483,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387975546","doi":"10.1021/acsapm.3c01739","title":"Boosting the Performance of Aqueous Ammonium-Ion Batteries by Mitigating Side Reactions Using Polymer Additive","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Advanced battery technologies research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Indian Institute of Technology Indore; Canada First Research Excellence Fund; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Science and Engineering Research Board; Government of Canada","keywords":"Electrolyte; Aqueous solution; Electrochemistry; Chemical engineering; Materials science; Anode; Ethylene oxide; Oxide; Inorganic chemistry; Polymer; Chemistry; Electrode; Organic chemistry; Physical chemistry","authors":[{"name":"Sarathkumar Krishnan","is_ca":true},{"name":"K. Dhirendra","is_ca":false},{"name":"Xiaolei Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01638370625307483,"gpt":0.2528479264931419,"spread":0.236464220240067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275051,0.0002592349,0.0003173982,0.0001620634,0.0002852848,0.00007164821,0.0003569551,0.000142065,0.0001191607],"category_scores_gemma":[0.00003881176,0.0002227322,0.00003086579,0.0005259432,0.0002614688,0.0002001976,0.0002504253,0.0002259281,0.00007880014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007424837,"about_ca_system_score_gemma":0.00001954444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009445729,"about_ca_topic_score_gemma":0.000002002069,"domain_scores_codex":[0.9983201,0.00003667144,0.0005072128,0.0002568043,0.0002776547,0.0006015684],"domain_scores_gemma":[0.9990408,0.0002905897,0.0001543345,0.0004416125,0.00003182828,0.00004077558],"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":[0.00002159298,0.000005321535,0.00002525437,0.00009634415,0.00004533966,0.00000204787,0.0001869042,0.0005424092,0.9928549,0.000104272,0.0004690359,0.005646579],"study_design_scores_gemma":[0.0001244652,0.00001922456,0.0000976843,0.0000776904,0.00001533201,0.00001172276,0.0007663026,0.0003857253,0.9977924,0.00004112122,0.0004406338,0.0002277028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997189,0.0002977232,0.00009966931,0.0001303142,0.0002932916,0.0002978282,0.0002711093,0.0007982081,0.0006228492],"genre_scores_gemma":[0.9989081,0.0002109498,0.0001627327,0.00004769549,0.0001205218,0.0001683645,0.00009332816,0.00009380043,0.0001944935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005418877,"threshold_uncertainty_score":0.9082754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}