{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":864,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":864,"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":"1378305a57f5","filters":{"topic":"Polymer Surface Interaction Studies"}},"results":[{"id":"W2141947008","doi":"10.1038/nmat2614","title":"Emerging applications of stimuli-responsive polymer materials","year":2010,"lang":"en","type":"review","venue":"Nature Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":5645,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Nanotechnology; Materials science; Smart material; Smart polymer; Drug delivery; Polymer","authors":[{"name":"Martien A. Cohen Stuart","is_ca":false},{"name":"Wilhelm T. S. Huck","is_ca":false},{"name":"Jan Genzer","is_ca":false},{"name":"Marcus Müller","is_ca":false},{"name":"Christopher K. Ober","is_ca":false},{"name":"Manfred Stamm","is_ca":false},{"name":"Gleb B. Sukhorukov","is_ca":false},{"name":"Igal Szleifer","is_ca":false},{"name":"Vladimir V. Tsukruk","is_ca":false},{"name":"Marek W. Urban","is_ca":false},{"name":"Françoise M. Winnik","is_ca":true},{"name":"Stefan Zauscher","is_ca":false},{"name":"Igor Luzinov","is_ca":false},{"name":"Sergiy Minko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0226896628713079,"gpt":0.3769981538097349,"spread":0.354308490938427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281368,0.001215109,0.001158811,0.001771015,0.0002773307,0.001017766,0.001244931,0.001240431,0.002237164],"category_scores_gemma":[0.0005439555,0.0003647561,0.0003600046,0.001777064,0.0006488728,0.002096564,0.000775968,0.001544293,0.001719457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007310852,"about_ca_system_score_gemma":0.0007604213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005146305,"about_ca_topic_score_gemma":0.001409923,"domain_scores_codex":[0.9998214,0.00002125322,0.00001915021,0.00003788023,0.00007714585,0.00002322231],"domain_scores_gemma":[0.999743,0.0001230733,0.00002651643,0.00001350383,0.00007087724,0.00002299895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007139322,0.0001223413,0.0001363479,0.01357783,0.00006336984,0.0003507856,0.00006304283,0.0005922136,0.02954917,0.01265155,0.02549011,0.9173318],"study_design_scores_gemma":[0.00001752851,0.0000666459,0.0003966398,0.001178839,0.00004426168,0.001078402,0.00005073553,0.0002281004,0.006597848,0.00286914,0.9874523,0.00001943537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000324738,0.9960548,0.0005714672,0.0002479372,0.0005218316,0.000008354931,0.00001292057,0.0000124735,0.002245534],"genre_scores_gemma":[0.001494036,0.9956375,0.0007728564,0.0002734012,0.0003182532,0.00001117317,0.00002556389,0.000003034051,0.001464293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002237164,"threshold_uncertainty_score":0.007484078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050886209","doi":"10.1039/c1cs15233e","title":"Understanding and controlling the interaction of nanomaterials with proteins in a physiological environment","year":2011,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":1675,"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":"Canadian Institutes of Health Research","keywords":"Nanomaterials; Nanotechnology; Chemistry; Biophysics; Materials science; Biology","authors":[{"name":"Carl Walkey","is_ca":true},{"name":"Warren C. W. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2644073479769197,"gpt":0.3394956272353044,"spread":0.07508827925838463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004340858,0.0007813165,0.0008043419,0.0008457586,0.000269791,0.0006062632,0.0006165169,0.001334182,0.001252124],"category_scores_gemma":[0.0003463449,0.0002893145,0.0003651842,0.0007727827,0.0006215983,0.001425397,0.0004676277,0.001131324,0.001151468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649931,"about_ca_system_score_gemma":0.0006725598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000685447,"about_ca_topic_score_gemma":0.001082511,"domain_scores_codex":[0.9998208,0.00003176622,0.0000131901,0.00003238256,0.00008128561,0.00002057244],"domain_scores_gemma":[0.9998919,0.00005604884,0.00001442848,0.00000586708,0.000025711,0.000006060622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005057011,0.0001509085,0.0002648888,0.01684358,0.00006394491,0.0003782103,0.0001942618,0.001603694,0.1211908,0.01882931,0.01056128,0.8298685],"study_design_scores_gemma":[0.0000134683,0.0002303943,0.0009721513,0.001613853,0.00007308545,0.001617081,0.0001429018,0.0004912801,0.04954962,0.00581849,0.9394416,0.00003614344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001157047,0.9933407,0.001885761,0.0003811365,0.0002111239,0.00001198119,0.000009479808,0.00001753885,0.002985227],"genre_scores_gemma":[0.004127056,0.9922361,0.001769057,0.0001696358,0.0001348386,0.00001777749,0.00001506544,0.000003700485,0.001526849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001334182,"threshold_uncertainty_score":0.004188716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999797920","doi":"10.1039/c9cs00285e","title":"Catechol-functionalized hydrogels: biomimetic design, adhesion mechanism, and biomedical applications","year":2020,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":922,"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; University of Waterloo","funders":"National Institute of General Medical Sciences; National Institutes of Health; Huazhong University of Science and Technology; Natural Sciences and Engineering Research Council of Canada; Fundamental Research Funds for the Central Universities; Natural Science Foundation of Jiangsu Province; Office of Naval Research; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Nanotechnology; Adhesive; Biofouling; Materials science; Biocompatibility; Adhesion; Flexibility (engineering); Drug delivery; Rational design; Composite material; Chemistry; Polymer chemistry; Membrane; Layer (electronics)","authors":[{"name":"Wei Zhang","is_ca":false},{"name":"Ruixing Wang","is_ca":false},{"name":"ZhengMing Sun","is_ca":false},{"name":"Xiangwei Zhu","is_ca":false},{"name":"Qiang Zhao","is_ca":false},{"name":"Tengfei Zhang","is_ca":false},{"name":"Aleksander Cholewinski","is_ca":true},{"name":"Fut K. Yang","is_ca":true},{"name":"Boxin Zhao","is_ca":true},{"name":"Rattapol Pinnaratip","is_ca":false},{"name":"Pegah Kord Forooshani","is_ca":false},{"name":"Bruce P. Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09829844474402974,"gpt":0.3536970885390944,"spread":0.2553986437950647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114434,0.0009785136,0.0006257112,0.001350177,0.0001584326,0.0005744244,0.0004849551,0.0006991346,0.001226341],"category_scores_gemma":[0.0001955255,0.0004071915,0.0002724781,0.001331802,0.0002842205,0.0009582196,0.0004711079,0.00108386,0.0009925639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595478,"about_ca_system_score_gemma":0.000442697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004840934,"about_ca_topic_score_gemma":0.001124076,"domain_scores_codex":[0.9998946,0.000009137574,0.00001108515,0.00002273976,0.00004562591,0.00001670947],"domain_scores_gemma":[0.9999533,0.00001542181,0.0000110568,0.000001936191,0.00001113715,0.000007218224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007433655,0.0001307553,0.0001571833,0.0203497,0.00008098414,0.0003580327,0.0001047241,0.001029306,0.09610478,0.01181851,0.01554377,0.8542479],"study_design_scores_gemma":[0.00002197887,0.0002172912,0.0008808346,0.001808981,0.00006378165,0.001292843,0.00003724767,0.0003458163,0.01850586,0.001705176,0.9750878,0.00003248072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008172754,0.9963226,0.0005899042,0.0001544576,0.0001995652,0.00001090524,0.00002208519,0.00001282454,0.001870431],"genre_scores_gemma":[0.003622721,0.9933084,0.0006890844,0.000172054,0.0001192704,0.00001895973,0.00003505766,0.00000286203,0.002031563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001350177,"threshold_uncertainty_score":0.004320502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983250328","doi":"10.1038/nature01970","title":"Lubrication by charged polymers","year":2003,"lang":"en","type":"article","venue":"Nature","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":899,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Montréal","funders":"Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Fonds De La Recherche Scientifique - FNRS","keywords":"Rubbing; Polymer; Lubrication; Polyelectrolyte; Counterion; Colloid; Materials science; Aqueous solution; Chemical engineering; Composite material; Chemical physics; Ion; Chemistry; Organic chemistry","authors":[{"name":"Uri Raviv","is_ca":false},{"name":"Suzanne Giasson","is_ca":true},{"name":"Nir Kampf","is_ca":false},{"name":"Jean‐François Gohy","is_ca":false},{"name":"Robert Jérôme","is_ca":false},{"name":"Jacob Klein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007316363273164493,"gpt":0.2688301151633315,"spread":0.261513751890167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532305,0.0003295185,0.0002688125,0.000464667,0.0005249525,0.0004925944,0.0002828653,0.0003284145,0.002041518],"category_scores_gemma":[0.0002942334,0.0002549648,0.0001640825,0.0004038481,0.0004184072,0.000516621,0.000412837,0.0004091166,0.0002434461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885806,"about_ca_system_score_gemma":0.0001326511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008405629,"about_ca_topic_score_gemma":0.0006049913,"domain_scores_codex":[0.999782,0.00003066733,0.000007674703,0.00002788468,0.00007631718,0.0000755096],"domain_scores_gemma":[0.9998865,0.00004623914,0.00002206225,0.00001007428,0.00002033848,0.000014749],"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":[0.0003981986,0.00004815896,0.0005328172,0.0001308724,0.00001814603,0.0002421886,0.0002839077,0.0002657733,0.9894081,0.002060364,0.0001967735,0.006414575],"study_design_scores_gemma":[0.00001652469,0.0003147996,0.001415446,0.000008633638,0.00001302084,0.0001893882,0.0001136598,0.001114828,0.9927828,0.0002490626,0.003773211,0.000008618024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942061,0.002166305,0.0006036761,0.00003802567,0.0000261735,0.000005670065,0.00001489842,0.000008415291,0.002930762],"genre_scores_gemma":[0.9975062,0.0006080481,0.0002062065,0.00002051153,0.000009517773,0.000003202071,0.00003300259,0.000005684439,0.001607527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041518,"threshold_uncertainty_score":0.00682956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046058245","doi":"10.1021/la010136q","title":"Atomic Force Microscopy Studies of Salt Effects on Polyelectrolyte Multilayer Film Morphology","year":2001,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":525,"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","keywords":"Bilayer; Polyelectrolyte; Morphology (biology); Salt (chemistry); Ionic strength; Atomic force microscopy; Substrate (aquarium); Chemistry; Analytical Chemistry (journal); Chemical engineering; Polystyrene; Sulfonic acid; Materials science; Crystallography; Aqueous solution; Nanotechnology; Polymer; Polymer chemistry; Chromatography; Membrane; Physical chemistry; Organic chemistry","authors":[{"name":"Richard McAloney","is_ca":true},{"name":"Mark Sinyor","is_ca":true},{"name":"V. V. Dudnik","is_ca":true},{"name":"M. Cynthia Goh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02179165387248074,"gpt":0.3353844430222861,"spread":0.3135927891498054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992162,0.0002773505,0.0002248726,0.0002142864,0.0002293182,0.0001901776,0.0001656752,0.0002491902,0.0007938963],"category_scores_gemma":[0.0004430634,0.0001693418,0.0001700511,0.0001691423,0.0001504245,0.0002215784,0.0001642327,0.0003284812,0.0001786053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136102,"about_ca_system_score_gemma":0.00006708162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111271,"about_ca_topic_score_gemma":0.001300724,"domain_scores_codex":[0.9998679,0.0000147191,0.00001308947,0.00001674597,0.0000617371,0.00002574115],"domain_scores_gemma":[0.9997175,0.0001003998,0.00004967614,0.00001785284,0.00008603748,0.00002844712],"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":[0.00001586948,0.000003807658,0.0002303351,0.00001237072,0.000002651667,0.00002015692,0.00002240163,0.00002234345,0.9992645,0.0000110685,0.000007885553,0.0003865631],"study_design_scores_gemma":[0.000005318341,0.00008144283,0.005692039,0.000004058734,0.00001218492,0.00009441966,0.00003626048,0.000908068,0.9926629,0.00001576524,0.0004815908,0.000005946452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997554,0.0006335165,0.001058897,0.00003591252,0.00001072947,0.000008613597,0.000105609,0.00003084659,0.0005619281],"genre_scores_gemma":[0.9957553,0.0006141568,0.002687644,0.00002822862,0.000007615881,0.00001594156,0.0001566434,0.00001236421,0.0007221658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111271,"threshold_uncertainty_score":0.002655864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024486172","doi":"10.1073/pnas.1007416107","title":"Strong reversible Fe <sup>3+</sup> -mediated bridging between dopa-containing protein films in water","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":508,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Division of Materials Research; National Institute of Dental and Craniofacial Research; National Institutes of Health; National Science Foundation","keywords":"Polymer; Metal; Polyelectrolyte; Aqueous solution; Chemistry; Bridging (networking); Biophysics; Crystallography; Ionic strength; Atomic force microscopy; Polymer chemistry; Nanotechnology; Materials science; Organic chemistry; Biology","authors":[{"name":"Hongbo Zeng","is_ca":true},{"name":"Dong Soo Hwang","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false},{"name":"J. Herbert Waite","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03924979446936741,"gpt":0.3024313973724686,"spread":0.2631816029031012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022061,0.0003967149,0.0001741907,0.00008032924,0.0001590163,0.000189896,0.0002014005,0.0002382746,0.0006554339],"category_scores_gemma":[0.0001263884,0.0001469987,0.0001050388,0.00007556568,0.0002113694,0.000296613,0.0002948351,0.0002705772,0.0002312045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341866,"about_ca_system_score_gemma":0.00005152077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369742,"about_ca_topic_score_gemma":0.0004109498,"domain_scores_codex":[0.9999332,0.000007285293,0.000003388441,0.00002029222,0.00001865546,0.00001707027],"domain_scores_gemma":[0.9999315,0.00002179538,0.00001972882,0.000004823696,0.000007324955,0.00001491983],"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":[0.00001470954,0.000003033566,0.00008533659,0.00002720063,0.000002131361,0.00002325509,0.0000142858,0.00002523045,0.9988779,0.00002219408,0.00001420552,0.0008903652],"study_design_scores_gemma":[0.000003178104,0.00007415713,0.0009810695,0.000002728561,0.000004152883,0.00006710998,0.00001360026,0.0005194009,0.9977041,0.00002849792,0.0005996497,0.00000228817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945142,0.0011489,0.003111426,0.0000353429,0.00001160911,0.000019485,0.00005612396,0.00006268088,0.001040235],"genre_scores_gemma":[0.9960406,0.0003944092,0.002549868,0.00002602413,0.000004570731,0.00001936581,0.00004809422,0.00001590365,0.0009012745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006554339,"threshold_uncertainty_score":0.002192676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W289241723","doi":"10.1007/s40846-015-0029-4","title":"Anti-fouling Coatings of Poly(dimethylsiloxane) Devices for Biological and Biomedical Applications","year":2015,"lang":"en","type":"article","venue":"Journal of Medical and Biological Engineering","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":410,"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; University of British Columbia; Canada Research Chairs; California HIV/AIDS Research Program","keywords":"Fouling; Materials science; Nanotechnology; Protein adsorption; Biofouling; Adsorption; Coating; Biocompatible material; Fabrication; Polymer; Chemistry; Membrane; Composite material; Biomedical engineering; Organic chemistry; Engineering","authors":[{"name":"Hongbin Zhang","is_ca":true},{"name":"Mu Chiao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05949402127790263,"gpt":0.3148659566884578,"spread":0.2553719354105551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000292123,0.0006247801,0.0001924879,0.0003242667,0.0001621726,0.0002331683,0.0002901999,0.0004924242,0.0007793386],"category_scores_gemma":[0.0002307926,0.0002822024,0.0003499161,0.0002253276,0.0001269457,0.0002898108,0.0001721789,0.0003827107,0.0004612328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855922,"about_ca_system_score_gemma":0.0001690093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187417,"about_ca_topic_score_gemma":0.0005266542,"domain_scores_codex":[0.9998348,0.00002029757,0.00001485988,0.00001960659,0.0000900461,0.00002040035],"domain_scores_gemma":[0.999896,0.0000253916,0.00003348621,0.000005632715,0.00002691512,0.00001249935],"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":[0.00001850805,0.00001025673,0.00007620914,0.000399147,0.00000887766,0.00007537862,0.00001072436,0.0001621725,0.9895142,0.0002951308,0.000170532,0.009258809],"study_design_scores_gemma":[0.000005988573,0.0001276389,0.001466022,0.00002175075,0.00002397411,0.0002782511,0.00001210786,0.001498925,0.9862936,0.0001077952,0.01015441,0.000009541716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6762756,0.1618675,0.1358016,0.0007253436,0.0009255767,0.0004218117,0.0007241175,0.0005709398,0.02268748],"genre_scores_gemma":[0.8434789,0.06381029,0.08392699,0.0005131186,0.0002686238,0.0001986566,0.0004924857,0.00005567939,0.007255123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007793386,"threshold_uncertainty_score":0.002607107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1796518311","doi":"10.1023/a:1020186505848","title":"Controlling the Physical Behavior and Biological Performance of Liposome Formulations Through Use of Surface Grafted Poly(ethylene Glycol)","year":2002,"lang":"en","type":"review","venue":"Bioscience Reports","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":387,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; Celator Pharmaceuticals (Canada); University of British Columbia","funders":"","keywords":"PEG ratio; Ethylene glycol; Polymer; Liposome; Biophysics; In vivo; Chemistry; Protein adsorption; Adsorption; Chemical engineering; Materials science; Combinatorial chemistry; Organic chemistry; Biochemistry; Biology","authors":[{"name":"Christine Allen","is_ca":true},{"name":"Nancy Dos Santos","is_ca":true},{"name":"Ryan Gallagher","is_ca":true},{"name":"Gigi Ngar Chee Chiu","is_ca":true},{"name":"Yu Shu","is_ca":true},{"name":"Wenrun Li","is_ca":true},{"name":"Sharon A. Johnstone","is_ca":true},{"name":"A S Janoff","is_ca":true},{"name":"L.D. Mayer","is_ca":true},{"name":"Murray S. Webb","is_ca":true},{"name":"Marcel B. Bally","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1379513545847185,"gpt":0.3558680617902112,"spread":0.2179167072054928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232534,0.0004375558,0.0004586065,0.0005139626,0.0001019745,0.0002864412,0.0002727976,0.0004962083,0.0006804421],"category_scores_gemma":[0.0002268878,0.0001267677,0.0002009886,0.0003535876,0.0001398639,0.0004287631,0.000129908,0.0002434454,0.0005809573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965695,"about_ca_system_score_gemma":0.0002149609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003646773,"about_ca_topic_score_gemma":0.0004420743,"domain_scores_codex":[0.999922,0.00001266442,0.000008051223,0.00001716011,0.00003057324,0.000009537094],"domain_scores_gemma":[0.9999373,0.00002655937,0.00001398237,0.000002785423,0.00001579633,0.000003573254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001159067,0.0001060312,0.0003654234,0.006101305,0.0000367699,0.0003902474,0.00007390797,0.0006520717,0.5078318,0.001288113,0.001195835,0.4818426],"study_design_scores_gemma":[0.00003538368,0.001343455,0.004094293,0.0008935124,0.0002008957,0.004279424,0.0001308016,0.0008635411,0.7240852,0.0008173001,0.2632199,0.00003641005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03706009,0.9549132,0.002633264,0.000226185,0.0001038476,0.00003034509,0.0000413827,0.00003650378,0.004955115],"genre_scores_gemma":[0.103514,0.8842643,0.004336254,0.0002034602,0.000092448,0.00005351408,0.0001044706,0.0000122019,0.007419293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0006804421,"threshold_uncertainty_score":0.002276301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051265415","doi":"10.1021/bm0602886","title":"Morphological and Optical Characterization of Polyelectrolyte Multilayers Incorporating Nanocrystalline Cellulose","year":2006,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":369,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Polyelectrolyte; Materials science; X-ray photoelectron spectroscopy; Allylamine; Nanocrystalline material; Thin film; Ellipsometry; Chemical engineering; Spin coating; Scanning electron microscope; Layer by layer; Aqueous solution; Cellulose; Nanocomposite; Nanotechnology; Composite material; Polymer; Chemistry; Organic chemistry","authors":[{"name":"Emily D. Cranston","is_ca":true},{"name":"Derek G. Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009117476505695448,"gpt":0.2312887578145301,"spread":0.2221712813088347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008991,0.0001620716,0.0001003433,0.0001976639,0.0001072171,0.0001932701,0.0001056452,0.0001111872,0.0003921489],"category_scores_gemma":[0.0002091127,0.0001090161,0.00008478128,0.0001150696,0.0001008224,0.000132266,0.00005750911,0.0001471961,0.0001073911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703149,"about_ca_system_score_gemma":0.0001103087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673364,"about_ca_topic_score_gemma":0.001886055,"domain_scores_codex":[0.999946,0.000003579929,0.000005669851,0.00001144839,0.00002125007,0.00001202903],"domain_scores_gemma":[0.9998419,0.00003272125,0.00004545756,0.00001673461,0.00003923956,0.00002391473],"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":[0.000007472018,0.000002401387,0.0000832807,0.000005854108,8.160504e-7,0.0000114355,0.000004035998,0.00001688362,0.9995573,0.000008823664,0.000004923649,0.0002967575],"study_design_scores_gemma":[0.000001942082,0.0000273459,0.00534089,0.000001720494,0.000006496205,0.00009890988,0.00001087228,0.0005711113,0.9936068,0.000007722819,0.0003241714,0.000001961668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941961,0.0004986891,0.003702147,0.0000321458,0.000009829406,0.000009914949,0.0002719133,0.00005010232,0.001229319],"genre_scores_gemma":[0.9917306,0.0003834586,0.006272636,0.00002116942,0.000005381698,0.00001329962,0.0002831737,0.00002417063,0.00126592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001673364,"threshold_uncertainty_score":0.003327191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026762137","doi":"10.1021/la050277i","title":"Adsorption of Fibrinogen and Lysozyme on Silicon Grafted with Poly(2-methacryloyloxyethyl Phosphorylcholine) via Surface-Initiated Atom Transfer Radical Polymerization","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":366,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Atom-transfer radical-polymerization; Adsorption; Phosphorylcholine; Lysozyme; Polymerization; Polymer chemistry; Chemistry; Silicon; Grafting; Chemical engineering; Materials science; Photochemistry; Polymer; Organic chemistry","authors":[{"name":"Wei Feng","is_ca":true},{"name":"Shiping Zhu","is_ca":true},{"name":"Kazuhíko Ishihara","is_ca":true},{"name":"John L. Brash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01815527953193014,"gpt":0.257937512068727,"spread":0.2397822325367969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555908,0.0004267004,0.0002425191,0.0002052837,0.0001185832,0.0002293403,0.0002366384,0.0003894804,0.0007657818],"category_scores_gemma":[0.0002615915,0.0002771478,0.0002891815,0.0001458466,0.0001821199,0.0001954891,0.000238082,0.0002891675,0.0002688097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550441,"about_ca_system_score_gemma":0.0001677053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004403877,"about_ca_topic_score_gemma":0.0007206674,"domain_scores_codex":[0.9998397,0.00001926193,0.000007311114,0.00002575948,0.00006959664,0.00003842279],"domain_scores_gemma":[0.9998761,0.00004217026,0.00002875556,0.00001331949,0.00002020372,0.00001931878],"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":[0.00001922059,0.00000515201,0.00004830023,0.00001248079,0.000002506941,0.00001137716,0.000006337956,0.00004469867,0.9994956,0.00001421726,0.000007376746,0.0003327711],"study_design_scores_gemma":[0.00001151488,0.0001502624,0.001846015,0.000002683444,0.000009778957,0.00005715077,0.00001102969,0.001257695,0.9962132,0.0000262932,0.000409224,0.00000528241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968191,0.0004047587,0.002114799,0.00002550816,0.000009672724,0.00001392939,0.00004824266,0.00002642474,0.0005375415],"genre_scores_gemma":[0.9913646,0.0005555361,0.005558821,0.00004955364,0.00001477325,0.0000289008,0.000230077,0.00002196356,0.00217582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007657818,"threshold_uncertainty_score":0.002561748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987378825","doi":"10.1016/j.biomaterials.2005.07.006","title":"Non-biofouling materials prepared by atom transfer radical polymerization grafting of 2-methacryloloxyethyl phosphorylcholine: Separate effects of graft density and chain length on protein repulsion","year":2005,"lang":"en","type":"article","venue":"Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":343,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Atom-transfer radical-polymerization; Materials science; Grafting; Protein adsorption; Contact angle; Polymerization; Adsorption; Polymer chemistry; Monomer; X-ray photoelectron spectroscopy; Chemical engineering; Wafer; Phosphorylcholine; Polymer; Chemistry; Nanotechnology; Organic chemistry; Composite material","authors":[{"name":"Wei Feng","is_ca":true},{"name":"J. L. Brash","is_ca":true},{"name":"Shiping Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006549284140601085,"gpt":0.2512274568022101,"spread":0.2446781726616091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114194,0.0004559813,0.0002476937,0.000365385,0.0001985233,0.0002623046,0.0002119185,0.0003713254,0.0008830475],"category_scores_gemma":[0.0003800497,0.0001993106,0.0002073158,0.0002183045,0.0002769093,0.0004590604,0.0001717749,0.0004144083,0.0002546821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808433,"about_ca_system_score_gemma":0.0002103743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726672,"about_ca_topic_score_gemma":0.0002876014,"domain_scores_codex":[0.9998839,0.00001866806,0.000008926539,0.00001801172,0.00003646269,0.00003401901],"domain_scores_gemma":[0.9996945,0.0001375969,0.00006831693,0.00002179055,0.00003751958,0.00004036542],"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":[0.00005793818,0.00001408021,0.00002600913,0.00002407204,0.000002160208,0.00001511943,0.00001154462,0.00002574534,0.9994015,0.00003335436,0.000004625244,0.0003840005],"study_design_scores_gemma":[0.000007203342,0.00009737403,0.0004462278,0.000001870852,0.000006438888,0.00002448229,0.000005811849,0.0000946964,0.9991315,0.00001591705,0.0001665548,0.000001987857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959983,0.0008364974,0.002402416,0.00002342762,0.0000213435,0.00003470602,0.00007278994,0.000027895,0.0005826501],"genre_scores_gemma":[0.9942485,0.0006556309,0.003421613,0.00004086898,0.00001112227,0.00005190532,0.0001958136,0.00002846008,0.00134599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008830475,"threshold_uncertainty_score":0.002954066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149647205","doi":"10.1098/rsif.2012.0759","title":"Adhesion of mussel foot proteins to different substrate surfaces","year":2012,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":329,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Dental and Craniofacial Research","keywords":"Adhesion; Adhesive; Mica; Coating; Nanotechnology; Surface forces apparatus; Substrate (aquarium); Polystyrene; Materials science; Mussel; Chemistry; Composite material; Layer (electronics); Polymer; Biology","authors":[{"name":"Qingye Lu","is_ca":true},{"name":"Eric Danner","is_ca":false},{"name":"J. Herbert Waite","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Dong Soo Hwang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02370637057827857,"gpt":0.2842353422066354,"spread":0.2605289716283569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482733,0.0002961547,0.0001583753,0.0002160036,0.0002339964,0.000302672,0.0001676176,0.0003402606,0.0006377581],"category_scores_gemma":[0.0003672734,0.0001300901,0.0002144925,0.0001814638,0.0001478106,0.00019545,0.0003083383,0.0003231908,0.000147208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502836,"about_ca_system_score_gemma":0.00008660529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209428,"about_ca_topic_score_gemma":0.001282992,"domain_scores_codex":[0.9998154,0.00002229639,0.000009568765,0.00003783668,0.00006965691,0.00004533569],"domain_scores_gemma":[0.9999056,0.00002906357,0.00001775013,0.000009351798,0.00002230882,0.00001595012],"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":[0.00002364405,0.000006314483,0.000392035,0.00002282066,0.000004727913,0.00002840386,0.00002659501,0.0000698654,0.9984041,0.00001921084,0.00001087139,0.0009912887],"study_design_scores_gemma":[0.000003330396,0.0001467318,0.01527245,0.000006238231,0.00001001093,0.00008798362,0.00009042588,0.001430129,0.9821764,0.00003676907,0.0007325196,0.000007100612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984934,0.0003251232,0.0006552798,0.00001700367,0.000004631128,0.000005771265,0.00003305045,0.00000535853,0.0004602318],"genre_scores_gemma":[0.9968342,0.0004031359,0.001447162,0.00004135482,0.000003731508,0.00001356843,0.0001124331,0.000005463364,0.001138952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209428,"threshold_uncertainty_score":0.002404809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028490734","doi":"10.1021/bm0341834","title":"Bioactive Coatings of Endovascular Stents Based on Polyelectrolyte Multilayers","year":2003,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":319,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Chitosan; Polyelectrolyte; Confocal microscopy; Materials science; Adhesion; Chemical engineering; Contact angle; Coating; Ex vivo; Chemistry; Biomedical engineering; Nanotechnology; Composite material; In vitro; Biochemistry; Polymer","authors":[{"name":"Benjamin Thierry","is_ca":true},{"name":"Françoise M. Winnik","is_ca":true},{"name":"Yahye Merhi","is_ca":true},{"name":"Jim Silver","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367018180720373,"gpt":0.2554795364181883,"spread":0.2418093546109845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384406,0.0005046454,0.000204119,0.0002039451,0.00008875405,0.0002588027,0.0001426142,0.0003302594,0.0002662171],"category_scores_gemma":[0.0001816542,0.0002718429,0.0002280066,0.0001174952,0.000104538,0.0001887402,0.0002237197,0.0002492577,0.000138757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182801,"about_ca_system_score_gemma":0.0001021363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424052,"about_ca_topic_score_gemma":0.000489365,"domain_scores_codex":[0.9998872,0.00001217141,0.00001018622,0.00002273634,0.00004047764,0.00002716061],"domain_scores_gemma":[0.9998729,0.00001526153,0.00004945779,0.0000110302,0.00002271456,0.00002848792],"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":[0.00001163342,0.000003317685,0.0000346903,0.00001017258,0.000002707965,0.000008600218,0.000002532181,0.00002119908,0.9996264,0.000005249823,0.000004017842,0.0002693653],"study_design_scores_gemma":[0.000008004415,0.0001949773,0.00245262,0.000005269909,0.00002775412,0.0001015257,0.000008280276,0.001097935,0.9955318,0.000007903755,0.0005594928,0.000004384267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949091,0.001047977,0.003436335,0.00002584285,0.00003592129,0.00002858683,0.00007044485,0.00005153315,0.0003941882],"genre_scores_gemma":[0.9896001,0.0007852205,0.008409858,0.00005307221,0.00001699862,0.0000316548,0.0001387385,0.00002062746,0.0009438439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005046454,"threshold_uncertainty_score":0.001326382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044173019","doi":"10.1016/j.actbio.2010.12.021","title":"Anti-fouling bioactive surfaces","year":2010,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":312,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Biofouling; Biomolecule; Fouling; Nanotechnology; Materials science; Polymer; Surface modification; Chemical engineering; Chemistry; Composite material; Engineering; Membrane","authors":[{"name":"Qian Yu","is_ca":false},{"name":"Yanxia Zhang","is_ca":false},{"name":"Hongwei Wang","is_ca":false},{"name":"John L. Brash","is_ca":true},{"name":"Hong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01500586126415318,"gpt":0.2788092944620862,"spread":0.263803433197933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446209,0.000563961,0.0002688748,0.0004146923,0.0003472922,0.0003100998,0.0003394801,0.0004583437,0.001875904],"category_scores_gemma":[0.0004697315,0.0002398194,0.0002368867,0.0002489435,0.0003022562,0.0003931545,0.0002764738,0.0004226513,0.0003539851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915984,"about_ca_system_score_gemma":0.0002150499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006535084,"about_ca_topic_score_gemma":0.0008175911,"domain_scores_codex":[0.9996353,0.00005880768,0.00001699048,0.00005192383,0.0001088962,0.0001279435],"domain_scores_gemma":[0.9997422,0.0001130579,0.00004039276,0.00002402371,0.00005820165,0.0000220858],"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":[0.00009962781,0.00002271287,0.0001282218,0.00006146162,0.000006091181,0.00005668583,0.00004559568,0.00004532354,0.9977217,0.0001249417,0.00003148687,0.0016561],"study_design_scores_gemma":[0.000006660584,0.0001788732,0.001014025,0.000004241148,0.00001504685,0.0001018161,0.00003576175,0.0001886561,0.9974623,0.0000353844,0.0009544341,0.000002825122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926031,0.001617803,0.002238439,0.00005686807,0.00004084573,0.00002503153,0.00004622323,0.0000239576,0.00334767],"genre_scores_gemma":[0.9945118,0.00097018,0.001791872,0.00006219911,0.00001939097,0.0000238242,0.0001007969,0.00001482244,0.002505018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875904,"threshold_uncertainty_score":0.006275535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059849792","doi":"10.1021/la047672d","title":"Protein Resistance of Surfaces Prepared by Sorption of End-Thiolated Poly(ethylene glycol) to Gold:  Effect of Surface Chain Density","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":305,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Protein adsorption; Adsorption; Lysozyme; Ethylene glycol; Chemistry; Chemisorption; Ethylene oxide; Chemical engineering; Polymer; Solubility; Polymer chemistry; Sorption; Ethylene; Materials science; Organic chemistry; Copolymer; Biochemistry; Catalysis","authors":[{"name":"Larry D. Unsworth","is_ca":true},{"name":"Heather Sheardown","is_ca":true},{"name":"John L. Brash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007028797029722459,"gpt":0.2548256484997846,"spread":0.2477968514700622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817049,0.0005208538,0.0003804379,0.0002541591,0.000155588,0.000324302,0.000404638,0.0005485655,0.0008710208],"category_scores_gemma":[0.0007778754,0.0003850001,0.0003180784,0.0001674385,0.0002627699,0.0002777965,0.0003513549,0.0005540663,0.000286085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509655,"about_ca_system_score_gemma":0.0001049943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000797719,"about_ca_topic_score_gemma":0.001151539,"domain_scores_codex":[0.999668,0.00004785484,0.00002236734,0.00006789632,0.0001200978,0.00007375799],"domain_scores_gemma":[0.9995248,0.0001968876,0.00008703538,0.0000438868,0.00008253367,0.00006484985],"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":[0.00003448993,0.000008467369,0.00007767884,0.00002090257,0.000006427472,0.00001623484,0.00001489282,0.00007227287,0.9993843,0.000008395854,0.000007461774,0.0003483919],"study_design_scores_gemma":[0.000005393897,0.0001915143,0.001926907,0.000003326426,0.00001197046,0.00004494432,0.00001685661,0.0009699589,0.9966497,0.000008880693,0.0001659209,0.000004631574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970834,0.0006005078,0.001663464,0.00003283222,0.00001517336,0.0000300606,0.00004722652,0.00004259397,0.0004847463],"genre_scores_gemma":[0.9944214,0.0005948044,0.003412216,0.00004695195,0.000008758667,0.00002535156,0.0001841612,0.00003641601,0.001269875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008710208,"threshold_uncertainty_score":0.002913892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325491254","doi":"10.1021/ja501770y","title":"Bioinspired Bottle-Brush Polymer Exhibits Low Friction and Amontons-like Behavior","year":2014,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":293,"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":"","keywords":"Chemistry; Brush; Bottle; Polymer; Nanotechnology; Polymer science; Composite material; Organic chemistry","authors":[{"name":"Xavier Banquy","is_ca":true},{"name":"Joanna Burdyńska","is_ca":false},{"name":"Dong Woog Lee","is_ca":false},{"name":"Krzysztof Matyjaszewski","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009594792824229353,"gpt":0.252177878984184,"spread":0.2425830861599546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184424,0.0002313588,0.0002377017,0.000131449,0.0001479455,0.0003547071,0.0002291693,0.0002979264,0.0003080689],"category_scores_gemma":[0.0002100503,0.0001304642,0.0001756514,0.0001485,0.0001636973,0.0002948196,0.0002249384,0.0003054427,0.0002182687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749097,"about_ca_system_score_gemma":0.0001295635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165153,"about_ca_topic_score_gemma":0.0003783498,"domain_scores_codex":[0.9999201,0.000009337257,0.00000546767,0.00001763729,0.00003328234,0.00001416001],"domain_scores_gemma":[0.9998949,0.00001230372,0.00003041629,0.000009125481,0.00001697084,0.00003637921],"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":[0.00003405937,0.0000245146,0.0002353892,0.00005297714,0.000005715287,0.00004338399,0.00001756582,0.000199278,0.9949296,0.0001461407,0.00003933684,0.004272204],"study_design_scores_gemma":[0.00001075221,0.0004623123,0.001605729,0.000004841061,0.00001540155,0.0002194262,0.00001088129,0.001923562,0.9919143,0.00005765107,0.003764377,0.00001082833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930353,0.0009223334,0.004596977,0.00004630995,0.0000137696,0.00002602268,0.00005150668,0.00008528774,0.001222551],"genre_scores_gemma":[0.9873393,0.0006183983,0.01046418,0.00003484924,0.000007658538,0.00003119335,0.0001442685,0.00003082764,0.001329391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003547071,"threshold_uncertainty_score":0.001269042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152921610","doi":"10.1039/c4tb00881b","title":"Blood compatible materials: state of the art","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":286,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Thrombus; Medicine; Cardiology; Extracorporeal circulation; Thrombosis; Biomedical engineering; Intensive care medicine; Internal medicine","authors":[{"name":"Xiaoli Liu","is_ca":false},{"name":"Lin Yuan","is_ca":false},{"name":"Dan Li","is_ca":false},{"name":"Zengchao Tang","is_ca":false},{"name":"Yanwei Wang","is_ca":false},{"name":"Gaojian Chen","is_ca":false},{"name":"Hong Chen","is_ca":false},{"name":"John L. Brash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127891695484954,"gpt":0.2446047511799425,"spread":0.233325834225093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540424,0.001025886,0.0009132156,0.002036541,0.0005313387,0.003714938,0.00116399,0.002741837,0.007121071],"category_scores_gemma":[0.001239258,0.0007833424,0.0004728245,0.001980837,0.001145041,0.003097568,0.001097363,0.002597558,0.005704022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007753008,"about_ca_system_score_gemma":0.001034043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005120948,"about_ca_topic_score_gemma":0.0004857238,"domain_scores_codex":[0.9993089,0.00009480829,0.00006964667,0.0001253483,0.0003355455,0.0000656729],"domain_scores_gemma":[0.9990984,0.0004599271,0.0001187856,0.00005486785,0.0001847223,0.00008332967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001645983,0.0002631934,0.0003010569,0.01288149,0.00004224449,0.0003101055,0.000248835,0.0009716965,0.02181391,0.03623459,0.02044811,0.9063201],"study_design_scores_gemma":[0.000006816242,0.0002231511,0.0002737044,0.001698456,0.00003387092,0.0009293618,0.00009047997,0.0005427038,0.01325267,0.007139693,0.9757698,0.00003932335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001579788,0.9807567,0.003004117,0.0006674037,0.0004625568,0.00002608444,0.0000568084,0.00005371305,0.01339281],"genre_scores_gemma":[0.01390977,0.9731151,0.005157013,0.0008236739,0.0006488042,0.00005907849,0.0001862143,0.00002949948,0.006070799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007121071,"threshold_uncertainty_score":0.02382231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010768770","doi":"10.1074/jbc.m110.133157","title":"Protein- and Metal-dependent Interactions of a Prominent Protein in Mussel Adhesive Plaques","year":2010,"lang":"en","type":"article","venue":"Journal of Biological Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Dental and Craniofacial Research","keywords":"Adhesion; Adhesive; Byssus; Mica; Chemistry; Metal; Mytilus; Atomic force microscopy; Biophysics; Materials science; Nanotechnology; Composite material; Layer (electronics); Biology","authors":[{"name":"Dong Soo Hwang","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Admir Mašić","is_ca":false},{"name":"Matthew J. Harrington","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false},{"name":"J. Herbert Waite","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255921218561712,"gpt":0.2877570695975688,"spread":0.2621649477413976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009401931,0.0002519877,0.0001833145,0.0003195727,0.000255293,0.0002660093,0.0001379008,0.0003586228,0.0005262819],"category_scores_gemma":[0.0001402187,0.0001981566,0.000246868,0.0001383206,0.0001784293,0.0002136927,0.0003427929,0.000260339,0.0002194125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701128,"about_ca_system_score_gemma":0.00009713726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007120859,"about_ca_topic_score_gemma":0.0007697278,"domain_scores_codex":[0.9999038,0.00001320911,0.000007165516,0.00002782591,0.00002994183,0.00001814613],"domain_scores_gemma":[0.9999154,0.00001392195,0.00002863264,0.000006838362,0.00001541127,0.00001984304],"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":[0.00001693985,0.00000274313,0.0004822742,0.00002154841,0.000003361287,0.00003982583,0.00002767564,0.00001939431,0.9991441,0.0000137939,0.000005643034,0.0002227119],"study_design_scores_gemma":[0.000009857115,0.0002052291,0.1979203,0.00002854752,0.00003488214,0.001114926,0.0002915384,0.002121429,0.7955523,0.0001577278,0.002543113,0.00002012977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987387,0.0003779755,0.0004032164,0.00001708669,0.000001981761,0.000004656205,0.00005708507,0.000009655576,0.0003897115],"genre_scores_gemma":[0.9977261,0.0001886279,0.0009599371,0.00001899782,0.00000271554,0.00001271682,0.0001493307,0.000007911951,0.0009336182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007120859,"threshold_uncertainty_score":0.001760602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046324591","doi":"10.1016/j.biomaterials.2009.05.044","title":"Blood coagulation on biomaterials requires the combination of distinct activation processes","year":2009,"lang":"en","type":"article","venue":"Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":276,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Coagulation; Platelet activation; Adhesion; Platelet; Thrombin; Biophysics; Thrombin generation; Materials science; Chemistry; Monolayer; Nanotechnology; Immunology; Biology; Organic chemistry; Medicine","authors":[{"name":"Claudia Sperling","is_ca":false},{"name":"Marion Fischer","is_ca":false},{"name":"Manfred F. Maitz","is_ca":false},{"name":"Carsten Werner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03147009269904223,"gpt":0.2993931648456891,"spread":0.2679230721466469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000608193,0.0005825903,0.0003067009,0.0003296137,0.0002821672,0.0006722496,0.0002459562,0.0006003461,0.001638174],"category_scores_gemma":[0.0006310059,0.0002686405,0.000253458,0.0002835036,0.0003971809,0.0005633612,0.0003548661,0.000810981,0.0005126848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910463,"about_ca_system_score_gemma":0.0003216505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878752,"about_ca_topic_score_gemma":0.0003579198,"domain_scores_codex":[0.9996163,0.00007487142,0.00002242767,0.00006732374,0.0001291992,0.0000899859],"domain_scores_gemma":[0.9996361,0.0002156861,0.00005064169,0.00003256541,0.00003873495,0.00002627647],"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":[0.000113158,0.00002599074,0.00007913078,0.00004353826,0.000005002482,0.00003149382,0.00003446496,0.00003452777,0.9977288,0.0002971231,0.00002632602,0.001580609],"study_design_scores_gemma":[0.0000167454,0.0001483385,0.001027692,0.000005540001,0.0000092168,0.00008345705,0.00001882157,0.0003042357,0.9974987,0.0001044153,0.000776332,0.000006537461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846675,0.002513607,0.008867188,0.0001471348,0.00003967791,0.00008140369,0.00004965267,0.00003907215,0.003594722],"genre_scores_gemma":[0.9913828,0.001479885,0.004124111,0.0001029588,0.00003986147,0.00009784776,0.0001042446,0.00002943403,0.002638974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638174,"threshold_uncertainty_score":0.00548023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952534170","doi":"10.1016/j.actbio.2019.06.022","title":"The blood compatibility challenge. Part 2: Protein adsorption phenomena governing blood reactivity","year":2019,"lang":"en","type":"review","venue":"Acta Biomaterialia","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":273,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Heart, Lung, and Blood Institute; Vetenskapsrådet","keywords":"Materials science; Compatibility (geochemistry); Adsorption; Protein adsorption; Chemical engineering; Composite material; Chemistry; Engineering; Polymer; Organic chemistry","authors":[{"name":"John L. Brash","is_ca":true},{"name":"Thomas A. Horbett","is_ca":false},{"name":"Robert A. Latour","is_ca":false},{"name":"Pentti Tengvall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07754689250607376,"gpt":0.3258046712012969,"spread":0.2482577786952231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008060571,0.0011873,0.001359579,0.001568806,0.0002522788,0.001218012,0.0008908835,0.001683806,0.001662288],"category_scores_gemma":[0.0005460261,0.0004777785,0.0005279877,0.001584932,0.0008385513,0.001956319,0.0007547577,0.001934307,0.001391688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000680759,"about_ca_system_score_gemma":0.0007968476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007300548,"about_ca_topic_score_gemma":0.001122602,"domain_scores_codex":[0.9997887,0.00003727833,0.00002695803,0.00004758785,0.00006792913,0.00003160031],"domain_scores_gemma":[0.9997272,0.0001463819,0.00003880447,0.000009746902,0.0000603343,0.00001747457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232529,0.0002538091,0.0003191139,0.02668739,0.0001012828,0.000474157,0.0001618212,0.0006238174,0.05108261,0.01192059,0.03087118,0.8773811],"study_design_scores_gemma":[0.00002420779,0.0003087412,0.001902475,0.003626495,0.000150752,0.001593906,0.0001472694,0.0005404023,0.01788747,0.004950383,0.9688097,0.00005823285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003931123,0.9976921,0.0003616452,0.0003238477,0.0004102464,0.000006854313,0.00001361372,0.000005850656,0.000792671],"genre_scores_gemma":[0.002014103,0.9950925,0.0004038273,0.0004004877,0.0004880061,0.00001855629,0.00003055403,0.000003352216,0.001548678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001683806,"threshold_uncertainty_score":0.005560875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034529942","doi":"10.1039/c2cs35170f","title":"Surface chemistry to minimize fouling from blood-based fluids","year":2012,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":268,"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","keywords":"Fouling; Adsorption; Analyte; Biosensor; Biological fluids; Nanotechnology; Protein adsorption; Human blood; Chemistry; Biochemical engineering; Materials science; Chromatography; Membrane; Engineering; Biology; Organic chemistry; Biochemistry; Physiology","authors":[{"name":"Christophe Blaszykowski","is_ca":true},{"name":"Sonia Sheikh","is_ca":true},{"name":"Michael Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102126015605112,"gpt":0.3581525786877733,"spread":0.2479399771272621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005030094,0.001112284,0.0008003978,0.001078509,0.0002463242,0.0005063204,0.0005814534,0.0009270029,0.001351344],"category_scores_gemma":[0.0003813308,0.0003232617,0.000341974,0.0007157561,0.0002944646,0.0005688854,0.0004094115,0.001076804,0.001644021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305262,"about_ca_system_score_gemma":0.0004667086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006298516,"about_ca_topic_score_gemma":0.000882868,"domain_scores_codex":[0.9996415,0.00004507447,0.00002012451,0.00005796481,0.0001939192,0.00004139206],"domain_scores_gemma":[0.9998616,0.00003532861,0.00002541554,0.000007248292,0.00005819267,0.00001229264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006486681,0.0002166018,0.0003318915,0.01413568,0.0001391557,0.0003965757,0.0001215693,0.001321227,0.5599469,0.005763195,0.009918122,0.4076442],"study_design_scores_gemma":[0.00002041059,0.0004297676,0.001524243,0.0006451777,0.0001044777,0.001584202,0.00006669235,0.001145668,0.4177956,0.0009731324,0.5756648,0.00004581793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01414125,0.9595945,0.0142492,0.0007223685,0.0007921932,0.0001190005,0.00009119719,0.0001419833,0.01014831],"genre_scores_gemma":[0.05621112,0.9149741,0.01375012,0.000676305,0.0002358074,0.0001416404,0.0001961775,0.00003733129,0.01377729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001351344,"threshold_uncertainty_score":0.004520714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204585804","doi":"10.1126/science.abi9702","title":"Microfluidic-like fabrication of metal ion–cured bioadhesives by mussels","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Byssus; Mytilus; Metal; Biomolecule; Metal ions in aqueous solution; Microfluidics; Adhesive; Mussel; Blue mussel; Chemistry; Catechol; Nanotechnology; Chemical engineering; Materials science; Organic chemistry; Biology; Ecology","authors":[{"name":"Tobias Priemel","is_ca":true},{"name":"Gurveer Palia","is_ca":true},{"name":"Frank Förste","is_ca":false},{"name":"Franziska Jehle","is_ca":true},{"name":"Sanja Sviben","is_ca":false},{"name":"Ioanna Mantouvalou","is_ca":false},{"name":"Paul Zaslansky","is_ca":false},{"name":"Luca Bertinetti","is_ca":false},{"name":"Matthew J. Harrington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170439113517013,"gpt":0.283682050068105,"spread":0.2666381387164037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111084,0.000288211,0.0001429124,0.0001567694,0.000164456,0.000281822,0.0003131301,0.0003463285,0.0006451234],"category_scores_gemma":[0.0001487651,0.0002789353,0.0002651264,0.00006998146,0.0001989233,0.000210032,0.0003462642,0.0002986504,0.0003437521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385101,"about_ca_system_score_gemma":0.0001844733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027522,"about_ca_topic_score_gemma":0.0009238779,"domain_scores_codex":[0.9999079,0.0000067278,0.000006742997,0.00003904251,0.00002366578,0.00001588569],"domain_scores_gemma":[0.9999132,0.00001731015,0.00003338294,0.00001382032,0.000009432411,0.00001288692],"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":[0.000009731263,0.000006279537,0.00009869273,0.00001989146,0.00000264834,0.00003767442,0.00001714915,0.0001660383,0.9985383,0.00009379207,0.0000258501,0.000984043],"study_design_scores_gemma":[0.000007621349,0.00005470489,0.001132719,0.000003948176,0.000003813119,0.00009129684,0.00001399767,0.001908724,0.995116,0.00003973444,0.001620097,0.000007355182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686182,0.0006109838,0.02671856,0.0001020095,0.00009919134,0.00007275523,0.0002689197,0.0004786032,0.003030763],"genre_scores_gemma":[0.9449033,0.0005465914,0.04912779,0.000086612,0.0000149699,0.0001163213,0.0002402223,0.00004370727,0.00492046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006451234,"threshold_uncertainty_score":0.002158165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966457276","doi":"10.1039/c002632h","title":"Viscosity and interfacial properties in a mussel-inspired adhesive coacervate","year":2010,"lang":"en","type":"article","venue":"Soft Matter","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Division of Materials Research; National Institute of Dental and Craniofacial Research; National Institutes of Health; National Science Foundation","keywords":"Coacervate; Adhesive; Viscosity; Mixing (physics); Adhesion; Shear thinning; Materials science; Chemical engineering; Mussel; Chemistry; Composite material; Chromatography; Layer (electronics)","authors":[{"name":"Dong Soo Hwang","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Aasheesh Srivastava","is_ca":false},{"name":"Daniel V. Krogstad","is_ca":false},{"name":"Matthew Tirrell","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false},{"name":"J. Herbert Waite","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141597766094157,"gpt":0.2400368162668717,"spread":0.225877039657456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140389,0.0002442691,0.0001878531,0.0002321875,0.0001509623,0.0004531453,0.0001998108,0.0002700501,0.0003873745],"category_scores_gemma":[0.0007985613,0.000189571,0.0001709222,0.0001792333,0.0002581085,0.0004163671,0.0003095011,0.0005109466,0.0001742543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882589,"about_ca_system_score_gemma":0.0001231024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004761554,"about_ca_topic_score_gemma":0.0004677414,"domain_scores_codex":[0.999761,0.00004001899,0.00001367569,0.00004795404,0.0001038202,0.00003351271],"domain_scores_gemma":[0.9996219,0.0001129543,0.0001225644,0.0000202984,0.00008277755,0.00003935886],"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":[0.00003770827,0.000007827681,0.0003520724,0.00002339574,0.000007408124,0.00002465784,0.00003311847,0.0002197576,0.9982456,0.00007593924,0.00001086859,0.0009616801],"study_design_scores_gemma":[0.000004048243,0.00007846396,0.001763036,0.000003209591,0.00001251155,0.00006873608,0.00001798961,0.002250341,0.9952139,0.00004276945,0.0005382255,0.000006794639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934725,0.001337494,0.004559486,0.00004436803,0.000006989533,0.000004804418,0.00003939854,0.00003001356,0.0005050164],"genre_scores_gemma":[0.9953172,0.0005649631,0.00312134,0.00002766804,0.000005124311,0.00001106971,0.00008680862,0.000020438,0.0008453331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004761554,"threshold_uncertainty_score":0.002091527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197950707","doi":"10.1039/d1cs00658d","title":"Bioinspired dopamine and zwitterionic polymers for non-fouling surface engineering","year":2021,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":258,"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","keywords":"Fouling; Polymer; Dopamine; Biofouling; Chemical engineering; Chemistry; Nanotechnology; Materials science; Organic chemistry; Engineering; Neuroscience; Biochemistry; Psychology; Membrane","authors":[{"name":"Anika Benozir Asha","is_ca":true},{"name":"Yangjun Chen","is_ca":false},{"name":"Ravin Narain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05746050363620499,"gpt":0.3374088789660309,"spread":0.279948375329826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784987,0.0009445732,0.0005742388,0.001513855,0.0002262311,0.0005742257,0.0006150497,0.0009201426,0.002317301],"category_scores_gemma":[0.0002833242,0.0003299919,0.0003695512,0.001253692,0.0002559152,0.0009485512,0.0005604401,0.001109795,0.001611543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005428375,"about_ca_system_score_gemma":0.0005607813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004501457,"about_ca_topic_score_gemma":0.001013562,"domain_scores_codex":[0.9998341,0.0000228972,0.00001332605,0.00003438522,0.00007064257,0.00002465655],"domain_scores_gemma":[0.9999224,0.00002836646,0.0000145879,0.000004310822,0.00002205768,0.000008354307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005877226,0.0002589153,0.0002620208,0.0310811,0.0001519726,0.0006311212,0.0001750766,0.0008436366,0.1701433,0.02005592,0.01896845,0.7573697],"study_design_scores_gemma":[0.0000122632,0.0002581826,0.0005724313,0.001136528,0.00008101609,0.001462376,0.00005055817,0.0002722028,0.05389083,0.001369555,0.940865,0.00002896231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001706971,0.9918227,0.001397135,0.0001931374,0.0003343027,0.00002782482,0.00003175483,0.00002158498,0.004464717],"genre_scores_gemma":[0.008896433,0.9838546,0.00191568,0.0002435718,0.0001327133,0.00005174412,0.00008338325,0.00000719844,0.004814689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002317301,"threshold_uncertainty_score":0.00775218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080291021","doi":"10.1016/j.biomaterials.2007.11.012","title":"Protein release kinetics for core–shell hybrid nanoparticles based on the layer-by-layer assembly of alginate and chitosan on liposomes","year":2008,"lang":"en","type":"article","venue":"Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":257,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shriners Hospitals for Children - Canada; Montreal Children's Hospital; McGill University","funders":"","keywords":"Chitosan; Materials science; Kinetics; Layer (electronics); Layer by layer; Liposome; Nanoparticle; Core (optical fiber); Chemical engineering; Nanotechnology; Composite material","authors":[{"name":"Ziyad S. Haidar","is_ca":true},{"name":"Reggie C. Hamdy","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05292652559878547,"gpt":0.2834310480235055,"spread":0.2305045224247201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003454837,0.0003241932,0.0002470668,0.0001446442,0.0001337846,0.0003055263,0.0002404612,0.0002821815,0.000821829],"category_scores_gemma":[0.0004651834,0.0002125101,0.0003118371,0.0001433688,0.0002541571,0.0004063239,0.0001666218,0.0004126868,0.0003378131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235189,"about_ca_system_score_gemma":0.0002459112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528684,"about_ca_topic_score_gemma":0.001367821,"domain_scores_codex":[0.9998409,0.00002076318,0.00001605744,0.00003602555,0.00003789115,0.00004832055],"domain_scores_gemma":[0.9997278,0.0001005917,0.00006022793,0.00002153182,0.0000538611,0.00003600286],"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":[0.0002430872,0.00001341944,0.00008676507,0.00003288721,0.000006021191,0.00001624511,0.0000372641,0.0001991157,0.9986591,0.00006795198,0.00002130932,0.0006167028],"study_design_scores_gemma":[0.00001219622,0.000131027,0.0006836987,0.000002525613,0.00001238245,0.00001653706,0.000008123612,0.001675098,0.9971772,0.0000141996,0.0002594777,0.000007452662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968239,0.0004470497,0.002074013,0.00002765676,0.0000122781,0.00001351908,0.0000823017,0.00003129883,0.0004879827],"genre_scores_gemma":[0.9967927,0.0002044999,0.001434578,0.00002295517,0.000004334637,0.000012746,0.0001153467,0.00002450034,0.00138825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528684,"threshold_uncertainty_score":0.003798425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076977603","doi":"10.1021/bm034184w","title":"pH-Responsive Properties of Multilayered Poly(<scp>l</scp>-lysine)/Hyaluronic Acid Surfaces","year":2003,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":250,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Polyelectrolyte; Chemistry; Dissociation (chemistry); Aqueous solution; Microelectrophoresis; Adsorption; Dissociation constant; Chemical engineering; Polymer chemistry; Ionic strength; Physical chemistry; Chromatography; Electrophoresis; Organic chemistry; Polymer","authors":[{"name":"Susan E. Burke","is_ca":true},{"name":"Christopher J. Barrett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02610590322993656,"gpt":0.2576809210033992,"spread":0.2315750177734626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173538,0.0003079473,0.0001899,0.0001406895,0.0001110505,0.0002988557,0.0001240609,0.0002207368,0.0004438615],"category_scores_gemma":[0.0002075027,0.0001721817,0.0001783611,0.0001240245,0.0001292052,0.0002556269,0.0001701249,0.000308095,0.0001118155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901325,"about_ca_system_score_gemma":0.00008373189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003676562,"about_ca_topic_score_gemma":0.0005121981,"domain_scores_codex":[0.9999151,0.000009597704,0.000007626327,0.00001921476,0.00002895998,0.0000194686],"domain_scores_gemma":[0.9998506,0.0000393141,0.00005147687,0.000008791474,0.00002469315,0.00002510872],"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":[0.00000864017,0.000001752376,0.00006414914,0.000009648075,0.00000262191,0.000008059202,0.000003992201,0.00003877451,0.9995441,0.000003672755,0.000002915166,0.0003116414],"study_design_scores_gemma":[0.000001876198,0.00006309013,0.002708128,0.000002352463,0.000009351424,0.0000593002,0.000008974961,0.0006505783,0.9962543,0.000006975217,0.0002319521,0.000003102681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962075,0.0009255622,0.002303313,0.00002714158,0.000008502387,0.00000804109,0.00007794163,0.00002940846,0.0004125533],"genre_scores_gemma":[0.9961644,0.0006884561,0.002466297,0.00003470606,0.000006385865,0.000009865902,0.0001027913,0.00001060968,0.0005164544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004438615,"threshold_uncertainty_score":0.001484931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042509876","doi":"10.1002/adfm.201401289","title":"Lubricant‐Infused Nanoparticulate Coatings Assembled by Layer‐by‐Layer Deposition","year":2014,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":244,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Advanced Research Projects Agency; Advanced Research Projects Agency - Energy; U.S. Department of Defense","keywords":"Materials science; Coating; Layer by layer; Nanoparticle; Layer (electronics); Nanotechnology; Chemical engineering; Nanoporous; Surface modification; Surface tension; Composite material","authors":[{"name":"Steffi Sunny","is_ca":false},{"name":"Nicolas Vogel","is_ca":false},{"name":"Caitlin Howell","is_ca":false},{"name":"Thy L. Vu","is_ca":false},{"name":"Joanna Aizenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01432898789755204,"gpt":0.2543036688527293,"spread":0.2399746809551772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001781547,0.0004928981,0.0002674193,0.0002250214,0.0001677698,0.0002852592,0.0003269918,0.0003453562,0.0005521015],"category_scores_gemma":[0.0001872496,0.0003960578,0.0002442808,0.0001492442,0.0001827773,0.0002622173,0.0003170717,0.0004740581,0.0005491695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163689,"about_ca_system_score_gemma":0.0001949594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000642327,"about_ca_topic_score_gemma":0.001344319,"domain_scores_codex":[0.9998692,0.0000111314,0.000009989098,0.00002757978,0.0000536141,0.00002840748],"domain_scores_gemma":[0.9999107,0.00001444067,0.0000277052,0.00001155475,0.0000210134,0.00001468838],"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":[0.000007177932,0.000006025191,0.00002281051,0.00001592303,0.000002176454,0.00001144923,0.000007452119,0.00007257472,0.9989196,0.00006824634,0.00002945325,0.0008372089],"study_design_scores_gemma":[0.000004201885,0.0000347491,0.0001418818,0.000001322261,0.000003550203,0.00002345365,0.000001939678,0.001017349,0.9977234,0.00001444123,0.001030886,0.000002834469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359818,0.002242367,0.05668288,0.0001006947,0.00008494872,0.000140395,0.0003121959,0.0006004486,0.003854289],"genre_scores_gemma":[0.9365602,0.001431128,0.05603772,0.00009572606,0.00001898468,0.0000971475,0.0004296011,0.0001453289,0.00518424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000642327,"threshold_uncertainty_score":0.003021002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270085459","doi":"10.1073/pnas.1521521113","title":"Complexation and coacervation of like-charged polyelectrolytes inspired by mussels","year":2016,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":237,"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":"National Research Foundation of Korea; Ministry of Oceans and Fisheries; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Coacervate; Polyelectrolyte; Polymer; Electrostatics; Chemical physics; Nanotechnology; Chemistry; Static electricity; Aqueous solution; Chemical engineering; Materials science; Physics; Chromatography; Organic chemistry; Physical chemistry","authors":[{"name":"Sangsik Kim","is_ca":false},{"name":"Jun Huang","is_ca":true},{"name":"Yongjin Lee","is_ca":false},{"name":"Sandipan Dutta","is_ca":false},{"name":"Hee Young Yoo","is_ca":false},{"name":"Young Mee Jung","is_ca":false},{"name":"YongSeok Jho","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Dong Soo Hwang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04253822240650921,"gpt":0.300334537810018,"spread":0.2577963154035088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408357,0.0005441144,0.0003104151,0.0001857285,0.0002104042,0.0003540898,0.0003214748,0.0004635849,0.0003893074],"category_scores_gemma":[0.0003745833,0.000195023,0.0003568577,0.0001523347,0.0003415354,0.0003255339,0.0006202302,0.0005087609,0.0002615419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390141,"about_ca_system_score_gemma":0.0001684694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000353858,"about_ca_topic_score_gemma":0.000614839,"domain_scores_codex":[0.9996604,0.00005833569,0.00002734645,0.0001104506,0.00008818235,0.00005541758],"domain_scores_gemma":[0.9998229,0.00003744504,0.00004809368,0.00002867918,0.00003164021,0.00003125549],"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":[0.00002155193,0.00001381207,0.00009324602,0.00003658347,0.000008373802,0.00003696556,0.00002605455,0.0001992651,0.9985159,0.00007864183,0.00002125253,0.0009484017],"study_design_scores_gemma":[0.000002583226,0.00004061314,0.00019387,0.000001171982,0.000004199769,0.00003952535,0.000004921255,0.0005808109,0.998516,0.00001071939,0.0006020722,0.000003520636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873081,0.000593766,0.01064676,0.00007818834,0.0000359176,0.00004680662,0.00004297921,0.00009273253,0.001154751],"genre_scores_gemma":[0.9873842,0.0004279254,0.009649819,0.00009574198,0.00001344329,0.00004262274,0.0000862419,0.00004550609,0.002254373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005441144,"threshold_uncertainty_score":0.001734197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747645752","doi":"10.1021/acsami.7b09774","title":"Deposition and Adhesion of Polydopamine on the Surfaces of Varying Wettability","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":231,"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":"Zhejiang University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Wetting; Deposition (geology); Adhesion; Chemical engineering; Nanotechnology; Contact angle; Surface modification; Composite material; Polymer science","authors":[{"name":"Chao Zhang","is_ca":false},{"name":"Lu Gong","is_ca":true},{"name":"Li Xiang","is_ca":true},{"name":"Yong Du","is_ca":false},{"name":"Wenjihao Hu","is_ca":true},{"name":"Hongbo Zeng","is_ca":true},{"name":"Zhi‐Kang Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02870758083527755,"gpt":0.2793176487111929,"spread":0.2506100678759153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138796,0.0002343934,0.0001310555,0.0001584743,0.0001558242,0.0002006646,0.0001873591,0.0002645827,0.0003422156],"category_scores_gemma":[0.0002042727,0.0001318804,0.0001517839,0.0001427936,0.0001277577,0.0002182335,0.0002093532,0.0003029393,0.0001208113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140002,"about_ca_system_score_gemma":0.00009624493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007852632,"about_ca_topic_score_gemma":0.001278755,"domain_scores_codex":[0.9999073,0.000007352948,0.000006746248,0.00002742184,0.00002912672,0.00002207668],"domain_scores_gemma":[0.9999046,0.00002060067,0.00002340164,0.00001580591,0.00002311531,0.00001248242],"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":[0.000008846098,0.000003932934,0.00007719396,0.00001544864,0.000001969238,0.00002277253,0.00001208727,0.00003880431,0.9991643,0.00002207615,0.000009452018,0.0006230226],"study_design_scores_gemma":[0.000001908317,0.00006320821,0.00164632,0.000001894385,0.000005423694,0.000035359,0.00001738363,0.00100407,0.9967795,0.00001155153,0.0004307226,0.000002668263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961892,0.0007356502,0.002028963,0.00002325466,0.00001375692,0.00001132014,0.00004843762,0.00001750526,0.000932044],"genre_scores_gemma":[0.9948928,0.0006218933,0.003315308,0.00002688349,0.000005541815,0.00001225058,0.00008119233,0.000006927652,0.001037184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007852632,"threshold_uncertainty_score":0.001561463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061292006","doi":"10.1021/la047193e","title":"Gold Nanoparticle/Polymer Nanocomposites:  Dispersion of Nanoparticles as a Function of Capping Agent Molecular Weight and Grafting Density","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Polymer; Polystyrene; Materials science; Wetting; Nanoparticle; Dispersion (optics); Chemical engineering; Polymer chemistry; Colloidal gold; Polymer nanocomposite; Nanocomposite; Polymerization; Dispersion polymerization; Composite material; Nanotechnology","authors":[{"name":"Muriel K. Corbierre","is_ca":true},{"name":"Neil S. Cameron","is_ca":true},{"name":"Mark Sutton","is_ca":true},{"name":"Khalid Laaziri","is_ca":true},{"name":"R. Bruce Lennox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083658811574407,"gpt":0.240333879483298,"spread":0.2294972913675539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000266593,0.0005383703,0.0002795871,0.0002589636,0.0001670115,0.0002303338,0.0002817113,0.0003972839,0.0007283652],"category_scores_gemma":[0.0005365394,0.0002569043,0.0001620117,0.0003291273,0.0002139944,0.0003257478,0.0001888173,0.0005899654,0.0002361221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274425,"about_ca_system_score_gemma":0.0001800568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009282053,"about_ca_topic_score_gemma":0.001566348,"domain_scores_codex":[0.9997496,0.00002482793,0.0000266181,0.00007719573,0.00008687266,0.00003493026],"domain_scores_gemma":[0.9995789,0.0001787743,0.00007553049,0.00003154753,0.0000820701,0.00005311345],"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":[0.00005845332,0.00001902908,0.00006436497,0.0000337663,0.000003641665,0.00002131008,0.00002501037,0.0001164669,0.9987057,0.00001605017,0.00001106398,0.0009249417],"study_design_scores_gemma":[0.000003085872,0.0001405363,0.0004900997,0.000002461427,0.000005159749,0.00001830684,0.000005112837,0.00068789,0.9984552,0.000008608898,0.0001813413,0.000002217727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934596,0.0009018732,0.003735689,0.00004103347,0.00001761874,0.00003563975,0.0001658377,0.0002043466,0.001438369],"genre_scores_gemma":[0.9902539,0.0006277724,0.00677277,0.00002684583,0.000009729159,0.00005146696,0.0002466487,0.00005801582,0.001952861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009282053,"threshold_uncertainty_score":0.002436638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626818570","doi":"10.1021/acsnano.7b01370","title":"Salt Triggers the Simple Coacervation of an Underwater Adhesive When Cations Meet Aromatic π Electrons in Seawater","year":2017,"lang":"en","type":"article","venue":"ACS Nano","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":223,"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; Institute for Basic Science; National Research Foundation of Korea; Ministry of Oceans and Fisheries","keywords":"Coacervate; Seawater; Salt (chemistry); Underwater; Adhesive; Materials science; Electron; Halide; Chemistry; Chemical engineering; Inorganic chemistry; Nanotechnology; Organic chemistry; Chromatography; Physics; Geology; Oceanography","authors":[{"name":"Sangsik Kim","is_ca":true},{"name":"Hee Young Yoo","is_ca":true},{"name":"Jun Huang","is_ca":true},{"name":"Yongjin Lee","is_ca":false},{"name":"Sohee Park","is_ca":true},{"name":"Yeonju Park","is_ca":false},{"name":"Sila Jin","is_ca":false},{"name":"Young Mee Jung","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Dong Soo Hwang","is_ca":true},{"name":"YongSeok Jho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03244593861714833,"gpt":0.3089257899674583,"spread":0.2764798513503099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034335,0.0002345351,0.000148769,0.00008421082,0.0001568262,0.0001911894,0.0001947147,0.000186651,0.0007504849],"category_scores_gemma":[0.0001814878,0.0001092635,0.0001227313,0.0001052827,0.0002157315,0.0002781672,0.0002998252,0.000337652,0.0001843573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383101,"about_ca_system_score_gemma":0.0001162677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079218,"about_ca_topic_score_gemma":0.0004578171,"domain_scores_codex":[0.9998773,0.00001223071,0.000007020641,0.00002973698,0.00005239543,0.00002120634],"domain_scores_gemma":[0.9999341,0.00001301788,0.00002117065,0.000004431549,0.00001327365,0.00001399262],"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":[0.00002610609,0.000006172278,0.0002029948,0.00003086631,0.00000285429,0.00004833515,0.00002866457,0.00004424899,0.9989675,0.00007856388,0.0000212843,0.0005423626],"study_design_scores_gemma":[0.000003875071,0.00005699146,0.001799067,0.00000214511,0.000004285821,0.00006393634,0.00003604815,0.0008538241,0.9966246,0.00005187365,0.0004985092,0.000004905047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974768,0.0002752895,0.001591819,0.00003802824,0.00001069101,0.00000540638,0.00003003062,0.00002043524,0.0005515732],"genre_scores_gemma":[0.9983954,0.0001484781,0.0007175644,0.00002689323,0.000003430307,0.000008296486,0.00003721115,0.000006543262,0.0006561659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007504849,"threshold_uncertainty_score":0.002510607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971000777","doi":"10.1021/la026500i","title":"Acid−Base Equilibria of Weak Polyelectrolytes in Multilayer Thin Films","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":222,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Polyelectrolyte; Allylamine; Acrylic acid; Adsorption; Dissociation (chemistry); Aqueous solution; Hydrochloride; Dissociation constant; Chemistry; Polymer chemistry; Chemical engineering; Zeta potential; Colloid; Electrostatics; Copolymer; Physical chemistry; Organic chemistry; Polymer; Nanoparticle","authors":[{"name":"Susan E. Burke","is_ca":true},{"name":"Christopher J. Barrett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01924526020723541,"gpt":0.2755553847598786,"spread":0.2563101245526432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812154,0.000464031,0.0003724933,0.0003710963,0.0002628589,0.0005237248,0.000262985,0.0003150991,0.0008036692],"category_scores_gemma":[0.0004871324,0.0003052261,0.0002511695,0.0001812303,0.0002507377,0.000682313,0.0003452606,0.0007632763,0.0003091021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269235,"about_ca_system_score_gemma":0.0001746411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006161738,"about_ca_topic_score_gemma":0.0007237091,"domain_scores_codex":[0.9997532,0.00002672737,0.00002162691,0.00004953518,0.00009693913,0.00005214757],"domain_scores_gemma":[0.9997609,0.00006994574,0.00005948901,0.00001544959,0.00005737071,0.00003687678],"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":[0.0000205367,0.000004135564,0.0001354953,0.00003396074,0.000008363628,0.0000235077,0.00003758011,0.00005611484,0.9991456,0.00003619496,0.000006303475,0.0004922936],"study_design_scores_gemma":[0.00000514576,0.00006556266,0.0007923223,0.000006193118,0.00001455217,0.00004834702,0.00002486855,0.000514999,0.9979529,0.00003423465,0.0005362846,0.00000462293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993378,0.001991437,0.003371408,0.00004270867,0.00002285,0.00002321824,0.00006808899,0.00004103542,0.001061259],"genre_scores_gemma":[0.9933436,0.001662295,0.003362383,0.00005628341,0.00001845639,0.00003049661,0.0001537872,0.00002588772,0.00134692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008036692,"threshold_uncertainty_score":0.002688587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290724349","doi":"10.1002/anie.201510319","title":"Nanomechanics of Poly(catecholamine) Coatings in Aqueous Solutions","year":2016,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":214,"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; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Ministry of Oceans and Fisheries","keywords":"Nanomechanics; Aqueous solution; Materials science; Catecholamine; Composite material; Nanotechnology; Chemistry; Atomic force microscopy; Organic chemistry; Medicine; Internal medicine","authors":[{"name":"Chanoong Lim","is_ca":false},{"name":"Jun Huang","is_ca":true},{"name":"Sun‐Jin Kim","is_ca":false},{"name":"Haeshin Lee","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Dong Soo Hwang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02489098585741047,"gpt":0.2713758081397978,"spread":0.2464848222823873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001712937,0.000224708,0.00009571217,0.0001991235,0.0001812051,0.0003607692,0.0002063359,0.0003015777,0.001239026],"category_scores_gemma":[0.0002618885,0.0001615005,0.0001183783,0.0001537752,0.0003258717,0.0003355675,0.0001475418,0.0002970675,0.0002424359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920974,"about_ca_system_score_gemma":0.0001258441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009109149,"about_ca_topic_score_gemma":0.001081355,"domain_scores_codex":[0.9998714,0.000009416333,0.000007507728,0.00003062737,0.00005326323,0.00002773065],"domain_scores_gemma":[0.999868,0.00005144214,0.00003448448,0.00000736511,0.00002552622,0.00001321177],"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":[0.00002000349,0.000007144017,0.0001970031,0.00004487195,0.00000449471,0.00006264677,0.0000457168,0.0004427345,0.997442,0.0001277752,0.00005042925,0.001555239],"study_design_scores_gemma":[0.00002045611,0.0001549935,0.008393387,0.00001445926,0.00001291271,0.0001460158,0.0001563488,0.0138298,0.9745191,0.0003448784,0.002386297,0.00002136455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895436,0.001582622,0.004818838,0.0001325916,0.00003642875,0.0000242737,0.0002471902,0.00006132629,0.00355311],"genre_scores_gemma":[0.9958253,0.0007323931,0.001874139,0.00004872342,0.00001111671,0.00002304189,0.0001069084,0.00001309581,0.001365316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001239026,"threshold_uncertainty_score":0.004144967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020558577","doi":"10.1021/bc200259c","title":"Quantification of Primary Amine Groups Available for Subsequent Biofunctionalization of Polymer Surfaces","year":2011,"lang":"en","type":"article","venue":"Bioconjugate Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Polytechnique Montréal","funders":"","keywords":"Chemistry; Aminolysis; Amine gas treating; Polymer chemistry; Derivatization; Reagent; Polymer; Contact angle; Ninhydrin; Surface modification; Ethylenediamine; Adsorption; Organic chemistry; Amino acid; Chemical engineering","authors":[{"name":"Samantha Joan Noel","is_ca":true},{"name":"Benoît Liberelle","is_ca":true},{"name":"Lucie Robitaille","is_ca":true},{"name":"Grégory De Crescenzo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06407175323001578,"gpt":0.2542008660506279,"spread":0.1901291128206121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003769707,0.0009444481,0.000348642,0.0004377317,0.0001435503,0.0003428209,0.0002684731,0.0005973228,0.001034522],"category_scores_gemma":[0.0006263571,0.0002276052,0.0002680049,0.0002829023,0.0002204934,0.0004495721,0.0002570229,0.0005811971,0.0004529061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831643,"about_ca_system_score_gemma":0.0001375932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464877,"about_ca_topic_score_gemma":0.0004502746,"domain_scores_codex":[0.9996507,0.00006206207,0.00001807734,0.0001025015,0.0001226434,0.00004398766],"domain_scores_gemma":[0.9995721,0.0001439202,0.0001049287,0.00003150756,0.000114139,0.0000333551],"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":[0.000007133693,0.000002873624,0.00004670003,0.00003131055,0.000001896698,0.000006410855,0.000004032667,0.00001273917,0.9993144,0.00000977866,0.000004594211,0.0005581461],"study_design_scores_gemma":[7.99453e-7,0.00004585709,0.001024486,0.000006201781,0.000006981267,0.0000385147,0.000007266635,0.0002261593,0.9980518,0.00001550106,0.0005747321,0.000001758715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922101,0.0150991,0.08841173,0.0001287612,0.0001115278,0.0001775847,0.0007429756,0.0002776599,0.002840599],"genre_scores_gemma":[0.9052171,0.01085878,0.07504405,0.0001835908,0.00005358396,0.0002863181,0.001705825,0.00009797086,0.006552691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034522,"threshold_uncertainty_score":0.003460824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986690534","doi":"10.1021/la702310t","title":"Protein-Resistant Poly(ethylene oxide)-Grafted Surfaces:  Chain Density-Dependent Multiple Mechanisms of Action","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Ethylene oxide; Adsorption; Chemistry; Protein adsorption; Oxide; Chain (unit); Polymer chemistry; Side chain; Chemical engineering; Kinetics; Polymer; Organic chemistry; Copolymer","authors":[{"name":"Larry D. Unsworth","is_ca":true},{"name":"Heather Sheardown","is_ca":true},{"name":"John L. Brash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03695653451031938,"gpt":0.2655993389697002,"spread":0.2286428044593808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293253,0.0004499856,0.0002596504,0.0001516609,0.0001470181,0.0003385923,0.0003188414,0.0004096211,0.0006536349],"category_scores_gemma":[0.0004123232,0.0002609315,0.000374913,0.00007147147,0.0003346915,0.0005812196,0.0003208502,0.0004320288,0.0002264899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660141,"about_ca_system_score_gemma":0.00008221985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893121,"about_ca_topic_score_gemma":0.000268448,"domain_scores_codex":[0.9998451,0.00002173821,0.000008367449,0.00003032477,0.00005884347,0.00003555556],"domain_scores_gemma":[0.9997248,0.0001308803,0.00005670941,0.00002440772,0.0000371568,0.00002601806],"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":[0.00002622608,0.0000129119,0.0001753163,0.00005875924,0.000004556406,0.00003921996,0.00002764397,0.0001592697,0.9977828,0.0001074058,0.00001314629,0.001592928],"study_design_scores_gemma":[0.000006700389,0.0001494151,0.003157154,0.000006983714,0.0000148503,0.0001328353,0.00002413918,0.005066501,0.9909692,0.00009758073,0.0003674863,0.000006973013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859898,0.001749276,0.01071484,0.0001120209,0.00001420327,0.00005298778,0.00003319561,0.00007443953,0.001259178],"genre_scores_gemma":[0.9951743,0.0008015812,0.002851732,0.0000320892,0.000006337785,0.00002225894,0.00002685411,0.000009805796,0.001075035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006536349,"threshold_uncertainty_score":0.002186596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977496576","doi":"10.1016/j.addr.2003.10.039","title":"Membrane-destabilizing polyanions: interaction with lipid bilayers and endosomal escape of biomacromolecules","year":2004,"lang":"en","type":"review","venue":"Advanced Drug Delivery Reviews","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":212,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Polyelectrolyte; Chemistry; Biomolecule; Drug delivery; Lipid bilayer; Liposome; Polymer; Membrane; Biophysics; Biological membrane; Phospholipid; Aqueous solution; Amphiphile; Synthetic membrane; Endosome; Drug carrier; Nanotechnology; Copolymer; Materials science; Organic chemistry; Biochemistry","authors":[{"name":"Marie‐Andrée Yessine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03564391948434707,"gpt":0.3199797862447166,"spread":0.2843358667603695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002768108,0.0007255079,0.0009511975,0.0008913437,0.0002495305,0.0006154546,0.000687474,0.0008262454,0.001200138],"category_scores_gemma":[0.0001753429,0.0002465853,0.0002093734,0.0008531295,0.0003662855,0.0008925756,0.0003117869,0.0005732985,0.001280466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476575,"about_ca_system_score_gemma":0.0003886461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008170681,"about_ca_topic_score_gemma":0.001126764,"domain_scores_codex":[0.9999241,0.000009518124,0.000006578051,0.00001708962,0.00003183306,0.00001096421],"domain_scores_gemma":[0.9999287,0.00002797113,0.000009543127,0.000003484117,0.00002370863,0.00000655964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002143327,0.0001571805,0.0001976711,0.009135527,0.00006209524,0.0005494196,0.0000943389,0.0008804371,0.1403687,0.004145348,0.006695679,0.8374993],"study_design_scores_gemma":[0.00005862658,0.0005347327,0.002091606,0.001164828,0.00014278,0.0034898,0.0001390036,0.0007624743,0.1426452,0.002877321,0.8460332,0.00006047946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002640064,0.9948686,0.000685746,0.0001050085,0.0001514237,0.00000873768,0.00001009242,0.00001689871,0.001513332],"genre_scores_gemma":[0.00778868,0.9885718,0.0007081533,0.000113041,0.0001068245,0.00001410927,0.00002823098,0.00000301718,0.002666042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001200138,"threshold_uncertainty_score":0.00401485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059654492","doi":"10.1039/c4py01415d","title":"Mussel-inspired hydrogels for biomedical and environmental applications","year":2014,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Self-healing hydrogels; Mussel; Chemistry; Environmental science; Fishery; Biology; Polymer chemistry","authors":[{"name":"Lin Li","is_ca":true},{"name":"Wirasak Smitthipong","is_ca":false},{"name":"Hongbo Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007625365736908877,"gpt":0.2372393176115345,"spread":0.2296139518746256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365734,0.000623434,0.0004430037,0.0003724677,0.0001781697,0.0005198687,0.0004123226,0.0005246669,0.001735159],"category_scores_gemma":[0.0001791024,0.0001834147,0.0003526455,0.0002250227,0.0002181401,0.0008040979,0.0005431967,0.0005914312,0.0007080515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441155,"about_ca_system_score_gemma":0.0001495869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069985,"about_ca_topic_score_gemma":0.0004155627,"domain_scores_codex":[0.9999092,0.0000128386,0.000006817444,0.0000175619,0.0000351911,0.00001845262],"domain_scores_gemma":[0.9999273,0.000031253,0.00001371788,0.0000039571,0.0000154727,0.000008278479],"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":[0.00009169467,0.000107978,0.0001946246,0.006079105,0.00007371796,0.0005594964,0.0001134392,0.001485217,0.7761364,0.003883612,0.003814703,0.2074599],"study_design_scores_gemma":[0.0000253942,0.0005998799,0.001243941,0.0005261804,0.0001246951,0.001810567,0.0001215987,0.002864868,0.6330521,0.002175237,0.3573916,0.00006413124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05114527,0.9211174,0.0156144,0.0008803779,0.0009798838,0.00006678933,0.0001043747,0.0001838316,0.0099077],"genre_scores_gemma":[0.1707966,0.7929394,0.0150871,0.001312789,0.0007548239,0.0001329908,0.0001986395,0.00005933535,0.0187183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001735159,"threshold_uncertainty_score":0.005804658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976684386","doi":"10.1021/ma034934u","title":"Synthesis of Well-Defined Environmentally Responsive Polymer Brushes by Aqueous ATRP","year":2004,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":200,"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":"","keywords":"Polymer chemistry; Copolymer; Monomer; Atom-transfer radical-polymerization; Polystyrene; Polymerization; Styrene; Chemistry; Polymer; Aqueous solution; Grafting; Materials science; Organic chemistry","authors":[{"name":"Jayachandran N. Kizhakkedathu","is_ca":true},{"name":"Raymond Norris-Jones","is_ca":true},{"name":"Donald E. Brooks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006700671214314495,"gpt":0.2254738337516277,"spread":0.2187731625373132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200444,0.0004138574,0.0002629035,0.0001683947,0.0001147719,0.0002757438,0.0002551577,0.0003711587,0.0008931596],"category_scores_gemma":[0.0002233491,0.0003279358,0.0002210091,0.0001413131,0.0001886601,0.0003430245,0.0003507917,0.0005442719,0.0005943839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009932,"about_ca_system_score_gemma":0.0001816017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002404876,"about_ca_topic_score_gemma":0.0006401537,"domain_scores_codex":[0.9998499,0.00001422,0.00001439648,0.00003967354,0.00005460426,0.00002715035],"domain_scores_gemma":[0.9998403,0.00003106036,0.00004040705,0.00001700667,0.00003221719,0.00003901274],"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":[0.00000686521,0.000005243422,0.00001836227,0.00001626428,0.000001828603,0.00001538187,0.000006605672,0.00005655255,0.9991707,0.0000461668,0.00001058517,0.0006455394],"study_design_scores_gemma":[0.000007216115,0.0000474801,0.0002672352,0.000002737087,0.000003787724,0.00002964097,0.000004105001,0.001029756,0.9974612,0.00002631753,0.001116883,0.000003504128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562869,0.00163521,0.03806029,0.0001203351,0.00007343161,0.0001432244,0.0002885261,0.000419025,0.00297303],"genre_scores_gemma":[0.9584712,0.001441516,0.03328125,0.0001205982,0.00002320571,0.0001712034,0.0003263648,0.0001044801,0.006060188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008931596,"threshold_uncertainty_score":0.002987862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970625396","doi":"10.1021/ja044385n","title":"Effect of Molecular Weight on the Exponential Growth and Morphology of Hyaluronan/Chitosan Multilayers:  A Surface Plasmon Resonance Spectroscopy and Atomic Force Microscopy Investigation","year":2005,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":199,"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":"","keywords":"Chemistry; Surface plasmon resonance; Atomic force microscopy; Morphology (biology); Spectroscopy; Chitosan; Force spectroscopy; Microscopy; Surface plasmon; Plasmon; Nanotechnology; Optoelectronics; Optics; Molecule; Nanoparticle; Organic chemistry","authors":[{"name":"Piotr Kujawa","is_ca":true},{"name":"Patricia Moraille","is_ca":true},{"name":"Jacqueline Sanchez","is_ca":true},{"name":"Antonella Badia","is_ca":true},{"name":"Françoise M. Winnik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005624873107501292,"gpt":0.2558724407898629,"spread":0.2502475676823616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130886,0.0004590295,0.000193496,0.0001570551,0.00009539617,0.0002723615,0.0001505413,0.0001942048,0.0005370943],"category_scores_gemma":[0.000615396,0.0002595173,0.0001807347,0.0001398465,0.0001224781,0.0002802863,0.0002149492,0.0003906828,0.0001392644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026034,"about_ca_system_score_gemma":0.0001315887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000751883,"about_ca_topic_score_gemma":0.0009130568,"domain_scores_codex":[0.9998484,0.00002366548,0.0000172555,0.00003000732,0.00005355661,0.00002712125],"domain_scores_gemma":[0.9995465,0.0001524453,0.0001129388,0.00003573532,0.00008829954,0.00006411522],"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":[0.00002995627,0.000006124365,0.00008802571,0.00001324474,0.000003219874,0.000008040974,0.00001098081,0.00004131612,0.9993704,0.000005141371,0.000003292436,0.0004203497],"study_design_scores_gemma":[0.000004039537,0.000123953,0.002324075,0.000002951062,0.0000128788,0.00002233325,0.00001314558,0.0008483439,0.9964071,0.000004957895,0.00023273,0.000003593579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974585,0.0005721894,0.001429895,0.0000239437,0.00000706818,0.00001321387,0.00006886024,0.00002949592,0.0003967757],"genre_scores_gemma":[0.9952348,0.0005656029,0.003358981,0.00002277462,0.000004805487,0.00002348204,0.00008871448,0.00001870119,0.0006820196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000751883,"threshold_uncertainty_score":0.001888871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061663215","doi":"10.1021/ja034321x","title":"Nanocoatings onto Arteries via Layer-by-Layer Deposition:  Toward the in Vivo Repair of Damaged Blood Vessels","year":2003,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Chemistry; Layer (electronics); Polysaccharide; Artery; Deposition (geology); Confocal microscopy; In vivo; Blood vessel; Biophysics; Adhesion; Confocal; Platelet adhesion; Biomedical engineering; Nanotechnology; Biochemistry; Cell biology; Materials science; Surgery; Optics; Internal medicine; Organic chemistry","authors":[{"name":"Benjamin Thierry","is_ca":true},{"name":"Françoise M. Winnik","is_ca":true},{"name":"Yahye Merhi","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01461154114952089,"gpt":0.2656329667150029,"spread":0.251021425565482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923489,0.0004169832,0.000210246,0.000152181,0.000133022,0.0001980865,0.0002087624,0.0003497296,0.0003183047],"category_scores_gemma":[0.0002340816,0.0001820707,0.0001775024,0.00008158069,0.0001662061,0.0001802975,0.0001731344,0.0003450474,0.0001975147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782762,"about_ca_system_score_gemma":0.0001239934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813264,"about_ca_topic_score_gemma":0.0008658523,"domain_scores_codex":[0.9999144,0.00001736613,0.000006831994,0.00001858197,0.00002512893,0.00001772696],"domain_scores_gemma":[0.9998807,0.00003186686,0.00003197176,0.00001752787,0.00001717913,0.00002076917],"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":[0.00001145289,0.000005069217,0.00001329356,0.00001476099,0.000001545915,0.00001357615,0.000004943658,0.00003494279,0.9993875,0.00001270443,0.000008255851,0.0004920324],"study_design_scores_gemma":[0.000004005785,0.00006658835,0.0002656667,0.000001796504,0.000007254176,0.00005408543,0.0000024852,0.0006413625,0.9984978,0.000007263286,0.0004498247,0.000001716703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730595,0.003446189,0.02164502,0.0001422842,0.00007403832,0.00007329797,0.00007974483,0.0001453862,0.001334549],"genre_scores_gemma":[0.9675803,0.002820195,0.02707502,0.0001100356,0.00002661612,0.0000425105,0.00007786835,0.00004149217,0.002225936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004813264,"threshold_uncertainty_score":0.00129348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205996046","doi":"10.1039/d1sc05512g","title":"Revisiting the adhesion mechanism of mussel-inspired chemistry","year":2022,"lang":"en","type":"article","venue":"Chemical Science","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":179,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Mussel; Mechanism (biology); Adhesion; Catechol; Chemistry; Nanotechnology; Polymer science; Biochemistry; Materials science; Biology; Philosophy; Ecology; Epistemology; Organic chemistry","authors":[{"name":"Chao Zhang","is_ca":true},{"name":"Li Xiang","is_ca":true},{"name":"Jiawen Zhang","is_ca":true},{"name":"Chang Liu","is_ca":false},{"name":"Zuankai Wang","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Zhi‐Kang Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01864877239615262,"gpt":0.2681952177638973,"spread":0.2495464453677446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001010056,0.0002813052,0.0001112518,0.0001202064,0.0001708325,0.0003001824,0.0002851795,0.000320138,0.001610946],"category_scores_gemma":[0.000133945,0.00009266505,0.0001584332,0.00009217698,0.0001774747,0.0004889432,0.0002710559,0.0005741694,0.0004499487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107148,"about_ca_system_score_gemma":0.0002199102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004252977,"about_ca_topic_score_gemma":0.0009044231,"domain_scores_codex":[0.9999409,0.000004393035,0.0000027764,0.00001301057,0.00002404641,0.00001487731],"domain_scores_gemma":[0.9999591,0.0000101307,0.000009379068,0.00000604248,0.000009865992,0.00000536037],"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":[0.00001119327,0.00001552013,0.0001943697,0.0001442588,0.000007784744,0.00008881928,0.00002585506,0.000376532,0.9869456,0.00403925,0.0001946383,0.007956214],"study_design_scores_gemma":[0.000005295148,0.0001398418,0.00178552,0.00001626167,0.00001691291,0.0003058851,0.00003855708,0.005757035,0.9735449,0.001032006,0.01734368,0.00001400446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343793,0.01150851,0.02817172,0.0006225471,0.0001985724,0.00006231933,0.0001397811,0.0001522817,0.0247649],"genre_scores_gemma":[0.9869077,0.003334354,0.004322579,0.0001393618,0.00002335083,0.00002412398,0.00008691158,0.00001505465,0.005146601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001610946,"threshold_uncertainty_score":0.005389094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049096867","doi":"10.1021/la300738e","title":"Universal Surface-Initiated Polymerization of Antifouling Zwitterionic Brushes Using a Mussel-Mimetic Peptide Initiator","year":2012,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; McMaster University; National Institute of Dental and Craniofacial Research; Graduiertenakademie, Technische Universität Dresden; Northwestern University","keywords":"Methacrylate; Polymer chemistry; Atom-transfer radical-polymerization; Polymerization; Biofouling; Chemistry; Methacrylamide; Monomer; Polymer brush; Polymer; Radical polymerization; Chemical engineering; Alkyl; Materials science; Organic chemistry; Acrylamide","authors":[{"name":"Jinghao Kuang","is_ca":false},{"name":"Phillip B. Messersmith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06465043506673683,"gpt":0.3101633073128028,"spread":0.245512872246066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002899344,0.0005720652,0.0002878016,0.0002203094,0.0001301163,0.0002475947,0.0003597186,0.0004364511,0.000536786],"category_scores_gemma":[0.0001826513,0.0002791351,0.0003301748,0.0001619829,0.0002214706,0.0003220476,0.000441803,0.0006936665,0.0003597515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803942,"about_ca_system_score_gemma":0.0001463982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165155,"about_ca_topic_score_gemma":0.0003542286,"domain_scores_codex":[0.9998197,0.00002447706,0.00001818861,0.00005248238,0.00004837246,0.00003678853],"domain_scores_gemma":[0.9998533,0.00002380601,0.00005559716,0.00002316485,0.00001896735,0.00002523234],"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":[0.000006604472,0.000004216113,0.00002819828,0.00002450561,0.000002874717,0.00001551485,0.000008126025,0.00003183625,0.9991291,0.00002632237,0.000007057381,0.0007157316],"study_design_scores_gemma":[0.000004225899,0.00005942689,0.0002731039,0.000002035313,0.000005075312,0.0000646435,0.000003048583,0.0004355186,0.9983626,0.00001019281,0.0007764391,0.000003585568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507801,0.003413159,0.04358739,0.0001175271,0.00004706648,0.00009903598,0.0001328767,0.0002934205,0.001529552],"genre_scores_gemma":[0.9541739,0.001860448,0.0413888,0.0000831309,0.00002372047,0.0001045818,0.0001859718,0.00006158869,0.002117874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005720652,"threshold_uncertainty_score":0.001795769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036767608","doi":"10.1021/ma052166w","title":"Onsets of Tethered Chain Overcrowding and Highly Stretched Brush Regime via Crystalline−Amorphous Diblock Copolymers","year":2005,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Copolymer; Materials science; Lamellar structure; Amorphous solid; Polystyrene; Polymer chemistry; Crystallization; Ethylene oxide; Dissipative particle dynamics; Crystallography; Chemical engineering; Polymer; Chemistry; Composite material","authors":[{"name":"Joseph X. Zheng","is_ca":true},{"name":"Huiming Xiong","is_ca":true},{"name":"William Y. Chen","is_ca":true},{"name":"Kyungmin Lee","is_ca":true},{"name":"Ryan M. Van Horn","is_ca":true},{"name":"Roderic P. Quirk","is_ca":true},{"name":"Bernard Lotz","is_ca":true},{"name":"Edwin L. Thomas","is_ca":true},{"name":"An‐Chang Shi","is_ca":true},{"name":"Stephen Z. D. Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01097168025949021,"gpt":0.2479770107325792,"spread":0.2370053304730889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006157745,0.0002268121,0.0001507519,0.0001513556,0.0001367095,0.0002853808,0.0002031475,0.0001968794,0.001445734],"category_scores_gemma":[0.0002278238,0.0002105738,0.0001374901,0.00010635,0.0002908056,0.0002723218,0.0002558783,0.0004128331,0.0002280737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264355,"about_ca_system_score_gemma":0.0001452707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000433267,"about_ca_topic_score_gemma":0.0007705219,"domain_scores_codex":[0.9999187,0.000005191104,0.000004363738,0.00001789359,0.00003015968,0.00002364458],"domain_scores_gemma":[0.9998105,0.00004352367,0.00005373703,0.00001949618,0.0000200813,0.00005266214],"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":[0.00004065537,0.00001046737,0.0001706794,0.00001966379,0.000003053634,0.0000645621,0.00004255005,0.0000805848,0.9988844,0.000108075,0.00002161574,0.0005536973],"study_design_scores_gemma":[0.00001379165,0.00008181532,0.004186972,0.000004847071,0.000003879581,0.00006762338,0.00003440396,0.00213617,0.99291,0.00006052282,0.0004950667,0.000004819337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997718,0.0002740491,0.0009060919,0.00001750128,0.00000610759,0.00001189915,0.00007819966,0.00008641884,0.0009018397],"genre_scores_gemma":[0.998281,0.0001644489,0.0004720361,0.00001371335,0.000003627319,0.00001667639,0.00007000691,0.00002419208,0.0009543329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445734,"threshold_uncertainty_score":0.0048365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016334738","doi":"10.1016/j.biomaterials.2003.09.023","title":"Silicone elastomers for reduced protein adsorption","year":2003,"lang":"en","type":"article","venue":"Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":171,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Silicone; Polymer; Ethylene oxide; Elastomer; Contact angle; Adsorption; Side chain; Polymer chemistry; Protein adsorption; Polymerization; Oxide; Chemical engineering; Aqueous solution; Covalent bond; Polydimethylsiloxane; Composite material; Copolymer; Organic chemistry; Chemistry","authors":[{"name":"Hong Chen","is_ca":true},{"name":"Michael A. Brook","is_ca":true},{"name":"Heather Sheardown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02934524542141053,"gpt":0.2923210860795721,"spread":0.2629758406581616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004399564,0.0006893372,0.0002948857,0.0002957599,0.0002807209,0.0001728817,0.0003538862,0.0003661343,0.002151167],"category_scores_gemma":[0.0003629063,0.00024632,0.0003532397,0.000352461,0.0002484759,0.0004032964,0.0002142314,0.0005463582,0.000426407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361887,"about_ca_system_score_gemma":0.0001646081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342659,"about_ca_topic_score_gemma":0.0009852631,"domain_scores_codex":[0.9997931,0.00004510577,0.00001134273,0.00002804998,0.0000654102,0.00005701725],"domain_scores_gemma":[0.9997922,0.0001140885,0.00002789579,0.0000210647,0.00002931307,0.00001544247],"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":[0.00008593931,0.00002576142,0.00003277836,0.00006414656,0.000005186853,0.0000238733,0.00003556252,0.0000757996,0.998436,0.00008286344,0.00003177136,0.001100247],"study_design_scores_gemma":[0.000003228129,0.0001245813,0.0002894471,0.000002866347,0.000008513085,0.00003191401,0.00001307546,0.0001792658,0.9987079,0.00002017602,0.0006164982,0.000002494324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857076,0.003759939,0.007597445,0.00008129236,0.00003477271,0.00005280541,0.0001670528,0.00005575395,0.002543334],"genre_scores_gemma":[0.9817029,0.003321015,0.008143237,0.0001001443,0.0000154778,0.00007727417,0.0004655525,0.00005161698,0.006122794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002151167,"threshold_uncertainty_score":0.007196367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992342461","doi":"10.1021/la991497x","title":"Electrochemical Studies of the Adsorption Behavior of Serum Proteins on Titanium","year":2000,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"","keywords":"Adsorption; Chemistry; Protein adsorption; Cyclic voltammetry; Chemisorption; Langmuir adsorption model; Dielectric spectroscopy; Inorganic chemistry; Gibbs free energy; Freundlich equation; Bovine serum albumin; Desorption; Electrochemistry; Analytical Chemistry (journal); Physical chemistry; Chromatography; Thermodynamics; Electrode","authors":[{"name":"Douglas R. Jackson","is_ca":true},{"name":"Sasha Omanovic","is_ca":true},{"name":"Sharon G. Roscoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02694188382376771,"gpt":0.3034317579936127,"spread":0.2764898741698449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006302813,0.0006029259,0.0006200144,0.0005792232,0.000218368,0.000544693,0.0009247207,0.0007327198,0.0007281743],"category_scores_gemma":[0.001139052,0.000303145,0.000546119,0.0007652952,0.0003153816,0.0003312941,0.0003220823,0.0007121045,0.000382874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552465,"about_ca_system_score_gemma":0.0002839004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586547,"about_ca_topic_score_gemma":0.0009271142,"domain_scores_codex":[0.9991158,0.0001192971,0.00005747657,0.0001176135,0.0004515531,0.0001383194],"domain_scores_gemma":[0.9995829,0.0001643159,0.0000507292,0.00002432858,0.0001496978,0.0000279852],"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":[0.00006464609,0.00001448795,0.000292662,0.00006894574,0.00001029083,0.00004769606,0.00007444504,0.000157264,0.9968957,0.00009866268,0.00004171092,0.002233425],"study_design_scores_gemma":[0.00001059327,0.0002231713,0.003794719,0.00001267209,0.00002122979,0.0001971173,0.00009230114,0.00458762,0.9898211,0.0001224465,0.00109582,0.00002117297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738256,0.00406098,0.01913683,0.0002885253,0.0001214583,0.00005644439,0.0005345009,0.0001703179,0.00180541],"genre_scores_gemma":[0.9839549,0.002282997,0.01069776,0.0001471607,0.00003780287,0.00006909847,0.0004750869,0.00002286323,0.002312425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001586547,"threshold_uncertainty_score":0.004754186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594910683","doi":"10.1021/acsami.6b16192","title":"Injectable Self-Healing Hydrogel with Antimicrobial and Antifouling Properties","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":166,"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; China Scholarship Council; Canada Foundation for Innovation; University of Alberta","keywords":"Biofouling; Self-healing hydrogels; Materials science; Polyethylene glycol; Biofilm; PEG ratio; Catechol; Antimicrobial; Self-healing; Adhesion; Copolymer; Nanotechnology; Chemical engineering; Polymer chemistry; Organic chemistry; Chemistry; Polymer; Composite material; Biochemistry","authors":[{"name":"Lin Li","is_ca":true},{"name":"Bin Yan","is_ca":true},{"name":"Jingqi Yang","is_ca":true},{"name":"Weijuan Huang","is_ca":true},{"name":"Lingyun Chen","is_ca":true},{"name":"Hongbo Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01975625262808661,"gpt":0.2465164543629099,"spread":0.2267602017348233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318054,0.0002965378,0.0001459405,0.0001556049,0.0000626818,0.0001967311,0.0001361054,0.0002571849,0.0006698747],"category_scores_gemma":[0.0001094131,0.0001050009,0.0001916616,0.00007277323,0.0001048447,0.0003351072,0.0001276688,0.0002681899,0.0002076476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498851,"about_ca_system_score_gemma":0.0001165875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227447,"about_ca_topic_score_gemma":0.0002965771,"domain_scores_codex":[0.9999416,0.000006035521,0.000005547958,0.00001385616,0.00001640977,0.00001646614],"domain_scores_gemma":[0.9998783,0.00001636121,0.00004853607,0.000009278176,0.00001981036,0.00002773854],"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":[0.00001473103,0.00001167881,0.00005412626,0.00002753322,0.0000022744,0.00001665837,0.000004127347,0.00003941666,0.9982879,0.00004355805,0.00001303444,0.001484979],"study_design_scores_gemma":[0.00000594024,0.000134928,0.0005476,0.000002779354,0.000008574551,0.00007504689,0.000003721471,0.0005377397,0.9977109,0.00001598064,0.000952713,0.000003940047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756502,0.003127277,0.01835908,0.0001221621,0.00008226051,0.00004882008,0.0002982162,0.0001791605,0.002132847],"genre_scores_gemma":[0.9856547,0.0007889121,0.01144832,0.0000912324,0.00002909701,0.00003355555,0.0001345912,0.00002244901,0.001797103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006698747,"threshold_uncertainty_score":0.002240956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749487097","doi":"10.1038/s41467-017-00365-2","title":"A versatile platform for precise synthesis of asymmetric molecular brush in one shot","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Youth Innovation Promotion Association; National Key Research and Development Program of China; Youth Innovation Promotion Association of the Chinese Academy of Sciences; University of Toronto; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Side chain; Acrylate; Atom-transfer radical-polymerization; Monomer; Alkyne; Amide; Combinatorial chemistry; Conjugated system; Chemistry; Cycloaddition; Polymer chemistry; Materials science; Polymer; Catalysis; Organic chemistry","authors":[{"name":"Binbin Xu","is_ca":false},{"name":"Chun Feng","is_ca":false},{"name":"Xiaoyu Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09208843591665788,"gpt":0.3700008262213786,"spread":0.2779123903047208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001808769,0.0004224573,0.0002710091,0.0002199366,0.0001541253,0.0002951068,0.0003517758,0.0003066799,0.001482274],"category_scores_gemma":[0.0001900198,0.0002625929,0.0001562578,0.0001491445,0.0001789447,0.0004764737,0.0003834367,0.0006294082,0.0005715474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780737,"about_ca_system_score_gemma":0.0001727603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488036,"about_ca_topic_score_gemma":0.0003580103,"domain_scores_codex":[0.9998275,0.00001306238,0.00001247755,0.00005695312,0.00006066388,0.00002924444],"domain_scores_gemma":[0.9998913,0.00001517717,0.00003069652,0.00002998698,0.00001358579,0.00001916807],"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":[0.00001241078,0.00001947492,0.00002382402,0.00003602235,0.000002982406,0.0000308231,0.00001323411,0.0001022861,0.9960377,0.0004796803,0.00006240466,0.003179084],"study_design_scores_gemma":[0.000006453527,0.00006480216,0.00009090891,0.000001926075,0.000002428122,0.00004125626,0.000004442696,0.001247212,0.9964645,0.00007864083,0.001993813,0.000003688854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862506,0.001559775,0.101487,0.0001806288,0.0001475718,0.0002304002,0.0003583166,0.001016742,0.008768994],"genre_scores_gemma":[0.9558691,0.0005709199,0.03952515,0.00004546389,0.00002308879,0.0001153027,0.0001753815,0.00007418956,0.003601377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482274,"threshold_uncertainty_score":0.004958689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903398759","doi":"10.1002/adhm.201800939","title":"Biomedical Applications of Layer‐by‐Layer Self‐Assembly for Cell Encapsulation: Current Status and Future Perspectives","year":2018,"lang":"en","type":"review","venue":"Advanced Healthcare Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":160,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Southwest Hospital; Canada Foundation for Innovation","keywords":"Encapsulation (networking); Cell encapsulation; Nanotechnology; Materials science; Tissue engineering; Computer science; Engineering; Biomedical engineering","authors":[{"name":"Tengfei Liu","is_ca":false},{"name":"Ying Wang","is_ca":false},{"name":"Wen Zhong","is_ca":true},{"name":"Bingyun Li","is_ca":false},{"name":"Kibret Mequanint","is_ca":true},{"name":"Gaoxing Luo","is_ca":false},{"name":"Malcolm Xing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04408004304794269,"gpt":0.4121489345623295,"spread":0.3680688915143868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006152053,0.0007857198,0.0009137252,0.001549348,0.0002547503,0.0007688997,0.0006510215,0.0009756307,0.001924704],"category_scores_gemma":[0.0004400564,0.0003022847,0.0004087055,0.001607559,0.0004338608,0.001252331,0.0005261088,0.001091319,0.00112448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929416,"about_ca_system_score_gemma":0.0006627881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005915544,"about_ca_topic_score_gemma":0.001099663,"domain_scores_codex":[0.9998317,0.00002508488,0.00002196946,0.00003196019,0.00006808804,0.00002122348],"domain_scores_gemma":[0.9997399,0.0001302723,0.00004044417,0.000008672799,0.00006230964,0.0000183286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000431804,0.0001124646,0.0001743414,0.02554219,0.0000680768,0.0002713589,0.0001061631,0.0005101251,0.01190883,0.007299703,0.01650021,0.9374633],"study_design_scores_gemma":[0.000009817227,0.0001209764,0.0005660228,0.00236013,0.00008025041,0.00122352,0.0000732149,0.0001841672,0.003110996,0.001625353,0.9906222,0.00002323185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001678294,0.9988499,0.0001497072,0.0001299575,0.00009405983,0.000002608443,0.000005146786,0.00000451009,0.0005963283],"genre_scores_gemma":[0.0008668015,0.9983284,0.0002499826,0.00009289198,0.00007538961,0.000005010231,0.000008236726,0.000001188415,0.0003720752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001924704,"threshold_uncertainty_score":0.006438732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092125088","doi":"10.1016/j.biomaterials.2005.03.010","title":"Polyethylene oxide surfaces of variable chain density by chemisorption of PEO-thiol on gold: Adsorption of proteins from plasma studied by radiolabelling and immunoblotting","year":2005,"lang":"en","type":"article","venue":"Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":158,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Adsorption; Chemisorption; Solubility; Oxide; Protein adsorption; Polyethylene; Materials science; Langmuir; Polymer; Thiol; Polymer chemistry; Chemistry; Organic chemistry","authors":[{"name":"Larry D. Unsworth","is_ca":true},{"name":"Heather Sheardown","is_ca":true},{"name":"John L. Brash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01149865234072832,"gpt":0.2372851637117522,"spread":0.2257865113710239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002353224,0.0003067091,0.0002023386,0.0001568315,0.000171319,0.0001875303,0.0003388447,0.0003565943,0.000758201],"category_scores_gemma":[0.0002919314,0.0002293615,0.0001952395,0.0001293452,0.0001929642,0.0002618064,0.0001938613,0.0004412495,0.0002730708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329508,"about_ca_system_score_gemma":0.0001169066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007855716,"about_ca_topic_score_gemma":0.0009283008,"domain_scores_codex":[0.9998853,0.00001581997,0.000005593076,0.00002272848,0.00003277977,0.00003775519],"domain_scores_gemma":[0.9998655,0.00005533367,0.00001618991,0.00001716299,0.00002633811,0.00001936723],"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":[0.0000353872,0.00000859358,0.00003343132,0.00001145369,0.000001859056,0.00001280546,0.00001643208,0.00001882047,0.9995657,0.00002636076,0.000008770941,0.000260428],"study_design_scores_gemma":[0.000005171302,0.00008719751,0.0008945231,0.000001333263,0.000005716946,0.00004742868,0.00001504212,0.000456595,0.9982089,0.000026968,0.0002490782,0.000002144552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955978,0.000485355,0.003055547,0.00003930054,0.0000105674,0.0000167596,0.00004380021,0.00002504564,0.0007258734],"genre_scores_gemma":[0.9940963,0.0004610136,0.003070604,0.00004734606,0.000009122542,0.00002035418,0.0001559079,0.00001906385,0.002120344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007855716,"threshold_uncertainty_score":0.002536416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041055673","doi":"10.1002/pola.20095","title":"Atom‐transfer radical grafting polymerization of 2‐methacryloyloxyethyl phosphorylcholine from silicon wafer surfaces","year":2004,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Atom-transfer radical-polymerization; Monomer; Polymer chemistry; Grafting; Polymerization; Materials science; Wafer; Methacrylate; Radical polymerization; Chemical engineering; Chemistry; Polymer; Composite material; Nanotechnology","authors":[{"name":"Wei Feng","is_ca":true},{"name":"John L. Brash","is_ca":true},{"name":"Shiping Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01421402612438873,"gpt":0.267382206271406,"spread":0.2531681801470173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303769,0.0003618071,0.0001676075,0.0002194306,0.0001207996,0.0002056845,0.0002196964,0.00025359,0.001345364],"category_scores_gemma":[0.0001457235,0.0002332348,0.0002450015,0.000103112,0.0001606806,0.0002016544,0.0002099445,0.0003593269,0.0004188466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628945,"about_ca_system_score_gemma":0.0001429494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003204996,"about_ca_topic_score_gemma":0.000483044,"domain_scores_codex":[0.9999273,0.000009059777,0.000003077863,0.00001136749,0.00002647517,0.00002270605],"domain_scores_gemma":[0.9999287,0.00002152756,0.00001641615,0.000009323047,0.000009653621,0.0000142863],"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":[0.00001215872,0.000004226824,0.00001842748,0.00001150997,0.000001525628,0.00001415174,0.000005849496,0.00003888209,0.999574,0.00002138004,0.000007982916,0.0002898501],"study_design_scores_gemma":[0.000006313873,0.00006219766,0.0004561606,0.000001346048,0.000003585306,0.0000279902,0.000003829281,0.0003970097,0.9987381,0.00001541279,0.000286273,0.0000018062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948002,0.0004645125,0.003260548,0.00003548879,0.00001593802,0.00002506879,0.00006228994,0.00005840447,0.001277603],"genre_scores_gemma":[0.9944972,0.0004642023,0.002702996,0.00002178643,0.000008346013,0.00001579127,0.0001603145,0.00001888285,0.002110513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345364,"threshold_uncertainty_score":0.004500687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}