{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":151,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":151,"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"},"query_hash":"ce41fe10b98d","filters":{"venue":"Advances in Colloid and Interface Science"}},"results":[{"id":"W2035819916","doi":"10.1016/s0001-8686(99)00023-8","title":"Temperature-sensitive aqueous microgels","year":2000,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1878,"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":"Aqueous solution; Characterization (materials science); Polymer; Chemical engineering; Materials science; Poly(N-isopropylacrylamide); Polymer chemistry; Chemistry; Nanotechnology; Polymer science; Copolymer; Physical chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01353265766276402,"gpt":0.3108271449306331,"spread":0.2972944872678691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003135443,0.0003408254,0.0005880599,0.0001537176,0.0001861204,0.00009801294,0.0006219483,0.0002133691,0.00001234497],"category_scores_gemma":[0.0001253415,0.0002756895,0.0001014595,0.0005365998,0.0009876821,0.00003176472,0.0002408479,0.0002426455,0.0000352136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747766,"about_ca_system_score_gemma":0.0004203728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233573,"about_ca_topic_score_gemma":0.00004838121,"domain_scores_codex":[0.9980165,0.00007652484,0.0003894338,0.0009535991,0.0001697234,0.0003942235],"domain_scores_gemma":[0.9991485,0.00003100201,0.00014187,0.0005035089,0.0000689117,0.0001061454],"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":[0.00001231043,0.00003751554,0.000001708748,0.0004248448,0.00001343476,0.000001599458,0.00004882491,0.00001433037,0.05133992,0.00001640214,0.00008363865,0.9480055],"study_design_scores_gemma":[0.00006437723,0.00007912491,4.93518e-7,0.00130109,0.00002483476,0.00008505718,0.00003483663,0.000005923441,0.08116035,0.00001748929,0.9169111,0.0003153801],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002430546,0.9937034,0.00002877476,0.00001857206,0.0001367996,0.0005814468,0.00005740388,0.00001321042,0.003029802],"genre_scores_gemma":[0.01941011,0.9786819,0.0004740377,0.00008076588,0.00007824995,0.0001394868,0.00001450289,0.00002821083,0.001092764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9476901,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014777534","doi":"10.1016/j.cis.2011.04.003","title":"Magnetic fluid hyperthermia: Focus on superparamagnetic iron oxide nanoparticles","year":2011,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":1309,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Superparamagnetism; Magnetic hyperthermia; Biocompatibility; Nanotechnology; Nanoparticle; Hyperthermia; Magnetic nanoparticles; Drug delivery; Iron oxide; Iron oxide nanoparticles; Materials science; Targeted drug delivery; Cancer therapy; Chemistry; Cancer; Magnetization; Medicine; Metallurgy; Magnetic field","retraction":null,"screen_n_in":null,"score":{"opus":0.01884766535787181,"gpt":0.2888895577172015,"spread":0.2700418923593297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001248148,0.0005731144,0.001091503,0.0004090523,0.0002545874,0.0002457084,0.001365208,0.0001524026,0.0002787891],"category_scores_gemma":[0.0003676572,0.0004466279,0.0001325309,0.001166292,0.001913885,0.001142731,0.0004362613,0.0003272046,0.0007038874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571626,"about_ca_system_score_gemma":0.0003887977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006045561,"about_ca_topic_score_gemma":0.00009373238,"domain_scores_codex":[0.9960683,0.0002814936,0.0008147848,0.001340088,0.0005281853,0.0009671603],"domain_scores_gemma":[0.9981588,0.0004554467,0.0002325269,0.000800723,0.00008480738,0.0002677559],"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":[0.00009039841,0.0002202329,0.00001378605,0.001349742,0.000002325145,0.00001698915,0.0002167409,0.00008372263,0.3109785,0.0007579499,0.00003586417,0.6862338],"study_design_scores_gemma":[0.0008767109,0.00239615,0.00002155888,0.01154693,0.0002049331,0.0001201793,0.0002267052,0.0001950749,0.3594039,0.0008872234,0.622439,0.001681639],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1644399,0.8327738,0.000005600732,0.00002078861,0.0006182262,0.000661248,0.00002217641,0.00006936815,0.001388926],"genre_scores_gemma":[0.1595407,0.8393283,0.0005862299,0.00005238005,0.00003241965,0.0001317314,5.807887e-7,0.00003855329,0.0002890873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6845521,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079455158","doi":"10.1016/j.cis.2010.10.001","title":"Protein/polysaccharide complexes and coacervates in food systems","year":2010,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":848,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Coacervate; Gelatin; Polysaccharide; Chemistry; Chemical engineering; Nanotechnology; Polymer science; Materials science; Chromatography; Biochemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03696049971326076,"gpt":0.310588758640508,"spread":0.2736282589272472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268452,0.0004300187,0.001202508,0.0001359742,0.0002383505,0.0003871363,0.001001615,0.0002499881,0.000009860639],"category_scores_gemma":[0.0002401066,0.0001778587,0.00006391073,0.001294949,0.000993061,0.0009209263,0.000513487,0.0006267389,0.000008110141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079129,"about_ca_system_score_gemma":0.00007323836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002863987,"about_ca_topic_score_gemma":0.003165332,"domain_scores_codex":[0.9970744,0.0001575499,0.000763857,0.001012184,0.0003974525,0.0005945844],"domain_scores_gemma":[0.998943,0.0002958797,0.0003840004,0.0001621847,0.00006472918,0.0001502531],"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":[0.000009947318,0.00005769057,0.0002492781,0.002668203,0.000005679668,0.000002816263,0.000101458,0.000003153905,0.04397482,0.001429365,0.000005300463,0.9514923],"study_design_scores_gemma":[0.0001189439,0.0005056608,0.00005259212,0.0108234,0.000008795937,0.00006426757,0.0003214713,0.00006566413,0.001180996,0.0002855729,0.9860278,0.0005448405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05714776,0.9398348,0.000001864294,0.00003450036,0.0004981238,0.001975847,0.00006840921,0.00003794417,0.0004007084],"genre_scores_gemma":[0.207312,0.792069,0.00006937817,0.000008457496,0.0000802339,0.000347051,0.000002472246,0.000002865327,0.0001085261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860225,"threshold_uncertainty_score":0.7252866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128284613","doi":"10.1016/j.cis.2015.07.010","title":"A review of the fundamentals of polymer-modified asphalts: Asphalt/polymer interactions and principles of compatibility","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":685,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; Polymer; Materials science; Viscoelasticity; Compatibility (geochemistry); Composite material; Polymer science; Forensic engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.06534913026877458,"gpt":0.3932963211214589,"spread":0.3279471908526843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378166,0.0002408497,0.001032347,0.0001772889,0.00004903928,0.00001139062,0.0004825612,0.00004828277,0.00002384988],"category_scores_gemma":[0.0001626391,0.0001688925,0.00008345097,0.0009640587,0.0009196313,0.0007425132,0.0002596136,0.00020679,7.286871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649232,"about_ca_system_score_gemma":0.0002576211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001774553,"about_ca_topic_score_gemma":0.00004050983,"domain_scores_codex":[0.9978356,0.00009598189,0.001140277,0.0003054595,0.0004261723,0.0001965588],"domain_scores_gemma":[0.9985528,0.0001550821,0.0006677188,0.0004141189,0.0001509437,0.00005933801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001438878,0.0001234802,0.0004311331,0.1939495,0.00005527914,7.468784e-8,0.0005879601,0.0007032904,0.002326987,0.000396119,0.00004516649,0.8013666],"study_design_scores_gemma":[0.0008490635,0.0004292863,0.0001710037,0.4505716,0.0004994535,0.00002515749,0.0005768346,0.009215363,0.08724613,0.00008215739,0.4495062,0.0008277185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004142859,0.9926293,0.00008267525,0.000007782814,0.0004785483,0.0009080745,0.00006394672,0.00001053555,0.001676264],"genre_scores_gemma":[0.09563304,0.9041237,0.00009962281,0.00001106432,0.00000893469,0.0000459018,0.000002576092,0.00001079475,0.00006438589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8005389,"threshold_uncertainty_score":0.6887237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079506956","doi":"10.1016/s0001-8686(01)00068-9","title":"Cathodic electrodeposition of ceramic and organoceramic materials. Fundamental aspects","year":2002,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":675,"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":"Electrophoretic deposition; Ceramic; Materials science; Cathodic protection; Deposition (geology); Electrode; Electrolyte; Chemical engineering; Particle (ecology); Electrophoresis; Colloid; Nanotechnology; Electrochemistry; Composite material; Chemistry; Coating; Chromatography","retraction":null,"screen_n_in":null,"score":{"opus":0.002972892233821506,"gpt":0.2110347524320217,"spread":0.2080618601982002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002085918,0.0001179442,0.0001644488,0.0001543429,0.00008928889,0.0001032231,0.0001830275,0.00002872681,0.00007683319],"category_scores_gemma":[0.00002301961,0.0001158156,0.000006904713,0.0004930789,0.0006508937,0.0007373398,0.00005296877,0.0000699403,0.00000495252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089825,"about_ca_system_score_gemma":0.00001173279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010383,"about_ca_topic_score_gemma":0.00001256529,"domain_scores_codex":[0.9990039,0.00001882363,0.0002312655,0.0002689389,0.0001908495,0.0002862422],"domain_scores_gemma":[0.9997301,0.00002549785,0.0000449048,0.0001156858,0.00003049925,0.00005328452],"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":[0.0000052241,0.00001083448,0.0001757146,0.00004285612,6.730066e-7,7.268125e-7,0.0002583977,0.0002923425,0.9979125,0.0006021174,0.000006636384,0.0006919365],"study_design_scores_gemma":[0.0001724705,0.0001616536,0.0008522848,0.00007153205,0.000002719195,0.00007618675,0.00005903178,0.007281927,0.9901476,0.001004323,0.0000399092,0.0001303899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922821,0.004755467,0.0005917951,0.00002739692,0.0004640311,0.000130192,0.000005927631,0.00004588477,0.001697201],"genre_scores_gemma":[0.9945008,0.004375167,0.001052979,0.00001595558,0.0000126976,0.000008589356,3.885996e-7,0.000008777818,0.00002467614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007764969,"threshold_uncertainty_score":0.4722825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2200468465","doi":"10.1016/j.cis.2015.12.006","title":"Fouling on ion-exchange membranes: Classification, characterization and strategies of prevention and control","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":418,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fouling; Biofouling; Membrane fouling; Characterization (materials science); Process engineering; Biochemical engineering; Process (computing); Membrane; Nanotechnology; Chemistry; Materials science; Chemical engineering; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03663136658028179,"gpt":0.3615447230443699,"spread":0.324913356464088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006149085,0.0002011757,0.000529363,0.0003361077,0.00005332552,0.00009828804,0.0001457649,0.00009566169,0.000005598109],"category_scores_gemma":[0.00005746124,0.0001760608,0.00002087432,0.0004338736,0.0002919287,0.001124604,0.00002694699,0.0001361667,8.951791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000666772,"about_ca_system_score_gemma":0.0001052584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001151755,"about_ca_topic_score_gemma":0.000006099195,"domain_scores_codex":[0.9988513,0.00005219753,0.0004357294,0.0003230308,0.0002002854,0.0001374589],"domain_scores_gemma":[0.9994055,0.00008423315,0.0002035311,0.0001530814,0.00009530153,0.00005833935],"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":[0.00001359954,0.00002025332,0.000007289087,0.01325227,0.00000855902,2.134659e-7,0.0003165856,0.0002356217,0.01511248,0.0009728505,0.000006159288,0.9700541],"study_design_scores_gemma":[0.000658626,0.0004620935,0.00004273682,0.01424361,0.000079513,0.00001865966,0.0005253229,0.01410437,0.01040559,0.0005673793,0.9582899,0.0006022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001086413,0.9827475,0.01428252,0.000007769372,0.0002058681,0.0007131055,0.00003318921,0.00006997419,0.0008536661],"genre_scores_gemma":[0.08348942,0.9160921,0.0002430498,0.000005296882,0.00002105685,0.00008047442,0.000009094492,0.00001319589,0.00004632701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694519,"threshold_uncertainty_score":0.7179552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173855053","doi":"10.1016/j.cis.2021.102473","title":"Underground hydrogen storage: Influencing parameters and future outlook","year":2021,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":363,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Hydrogen storage; Environmental science; Nanotechnology; Materials science; Hydrogen; Chemistry; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01365338111116857,"gpt":0.3007227410048927,"spread":0.2870693598937241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007137869,0.0003995776,0.0008686074,0.0001477076,0.0002726809,0.0001936867,0.0005340579,0.0001769292,0.0001511151],"category_scores_gemma":[0.00006233811,0.0003029755,0.00007750272,0.001341888,0.001302527,0.001136497,0.0007570467,0.0005473483,0.00003133258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037551,"about_ca_system_score_gemma":0.0001152413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005100264,"about_ca_topic_score_gemma":0.0000656892,"domain_scores_codex":[0.9974207,0.0001250643,0.0004815384,0.001053183,0.0004033415,0.0005161614],"domain_scores_gemma":[0.9990196,0.000147008,0.0002511513,0.0003560795,0.00001205853,0.0002141085],"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":[0.00000375058,0.0000333042,0.0001433338,0.000970786,0.00001921772,0.00001452493,0.0006918541,0.00117334,0.0001804734,0.0001681396,0.00003145099,0.9965698],"study_design_scores_gemma":[0.000133485,0.00007779088,0.000009245162,0.0022475,0.00005902557,0.00008267034,0.0005180647,0.0001919384,0.00006698548,0.0002829454,0.9958753,0.00045503],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00720243,0.987811,0.00002869812,0.00003258118,0.0005286897,0.0004071315,0.000006220617,0.00001760715,0.003965632],"genre_scores_gemma":[0.002699616,0.9955101,0.001027556,0.00006737914,0.00003971894,0.00003003734,0.000002225013,0.00002092404,0.0006024658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961148,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974132757","doi":"10.1016/j.cis.2004.05.001","title":"Status of the three-phase line tension: a review","year":2004,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":361,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Tension (geology); Line (geometry); Sign (mathematics); Surface tension; Current (fluid); Range (aeronautics); Mechanics; Thermodynamics; Materials science; Physics; Mathematics; Compression (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03933901242800896,"gpt":0.3778108897863985,"spread":0.3384718773583895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989628,0.0002246539,0.0007154104,0.0001473884,0.0001730473,0.00004863871,0.0006410272,0.00005153415,0.0003622986],"category_scores_gemma":[0.0005192949,0.0001309216,0.0001166875,0.00200158,0.00113979,0.0008442342,0.00008823492,0.0003102235,0.00005153078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005080163,"about_ca_system_score_gemma":0.0006607901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018441,"about_ca_topic_score_gemma":0.001440354,"domain_scores_codex":[0.9979731,0.00007493419,0.0006735583,0.0004540684,0.0004226716,0.0004017094],"domain_scores_gemma":[0.9986747,0.0002366557,0.0004305484,0.0004096315,0.0001147338,0.0001337465],"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":[0.000005942289,0.00003009944,0.000254314,0.004571901,0.000004098917,8.479344e-7,0.00003935713,0.0003270037,0.00002565753,0.00002943016,0.00002550204,0.9946858],"study_design_scores_gemma":[0.0001770841,0.0001592278,0.00009452916,0.05015591,0.00006226568,0.00003915404,0.0000423588,0.0003579207,0.0000980246,0.0001618247,0.9484683,0.0001833686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004097002,0.9970328,0.00004205494,0.00008595258,0.0007110216,0.0007120956,0.00009798195,0.0000126981,0.0008956784],"genre_scores_gemma":[0.01093797,0.9884429,0.0004283771,0.00007926772,0.0000138343,0.000005127828,0.000003448229,0.000004520383,0.00008454696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945025,"threshold_uncertainty_score":0.533883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087864331","doi":"10.1016/s0001-8686(01)00080-x","title":"Study of the advancing and receding contact angles: liquid sorption as a cause of contact angle hysteresis","year":2002,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":349,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Contact angle; Hysteresis; Materials science; Drop (telecommunication); Composite material; Physics; Condensed matter physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02500813031261317,"gpt":0.296399095164735,"spread":0.2713909648521218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006999574,0.0001205441,0.0002494571,0.0001116371,0.0001792393,0.00004751514,0.0003358935,0.00002880062,0.00006427133],"category_scores_gemma":[0.0003918952,0.00008736744,0.00001974322,0.0005486665,0.0004082567,0.001007226,0.0001716298,0.00008181858,0.000002626419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006402923,"about_ca_system_score_gemma":0.00003162713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733575,"about_ca_topic_score_gemma":0.000354915,"domain_scores_codex":[0.9985924,0.0001015231,0.0003678208,0.0003832525,0.0003292003,0.0002258023],"domain_scores_gemma":[0.9991869,0.000160469,0.0002015972,0.0002768244,0.0001121953,0.00006203994],"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":[0.00006283308,0.0001236967,0.01331151,0.00002336191,0.000001507933,4.408355e-7,0.006454854,0.0001897467,0.9794677,0.00008897943,0.00000319916,0.0002721933],"study_design_scores_gemma":[0.0007151446,0.001061654,0.008148333,0.0002124468,0.000008862569,0.00001018776,0.01441587,0.001233204,0.9739082,0.00004525491,0.0001053952,0.0001354723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969468,0.001649454,0.00005426515,0.00005398077,0.0002818295,0.0003864044,0.000006321106,0.00001325758,0.0006077607],"genre_scores_gemma":[0.9992384,0.0005261303,0.0001254664,0.0000316258,0.000006005058,0.00001172162,5.569058e-8,0.00000526422,0.0000553094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007961011,"threshold_uncertainty_score":0.3562741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038833185","doi":"10.1016/j.cis.2011.12.001","title":"The Cassie equation: How it is meant to be used","year":2011,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":329,"is_retracted":false,"has_abstract":false,"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":"Pillar; Wetting transition; Wetting; Contact angle; Materials science; Physics; Thermodynamics; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.08323528488985607,"gpt":0.3178834880310914,"spread":0.2346482031412353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247185,0.0001219745,0.0001297413,0.00007643963,0.0005172442,0.000262953,0.000688446,0.00002729823,0.0001921171],"category_scores_gemma":[0.0003791025,0.00008241705,0.00001875653,0.0006473163,0.0008249346,0.0010838,0.0001831242,0.00008088478,0.00006748142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008715404,"about_ca_system_score_gemma":0.0001045965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006269142,"about_ca_topic_score_gemma":0.0004461017,"domain_scores_codex":[0.9984693,0.00005083408,0.0002042811,0.0004736636,0.0004393008,0.0003626494],"domain_scores_gemma":[0.999161,0.0001452645,0.00006557974,0.0003680623,0.0001254263,0.0001346723],"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":[0.0000383585,0.00002944561,0.000937283,0.000004416741,6.927192e-7,7.278018e-7,0.01057182,0.00008490145,0.984923,0.001497316,0.0005584745,0.001353548],"study_design_scores_gemma":[0.0001697155,0.0001138079,0.0007720323,0.00002361499,0.000001748599,0.000004146807,0.00421442,0.001943374,0.9273639,0.0005419614,0.06468319,0.000168037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810399,0.0007139808,0.003089325,0.008412865,0.0008679323,0.0002843355,0.000008103961,0.00003276061,0.005550808],"genre_scores_gemma":[0.9952511,0.0002962079,0.002027063,0.001217491,0.00001351528,0.00003102294,1.047334e-7,0.000005189915,0.001158266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06412472,"threshold_uncertainty_score":0.3978276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346702600","doi":"10.1016/j.cis.2016.04.006","title":"Formation and functional properties of protein–polysaccharide electrostatic hydrogels in comparison to protein or polysaccharide hydrogels","year":2016,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":325,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Polysaccharide; Chemistry; Biophysics; Chemical engineering; Nanotechnology; Materials science; Polymer chemistry; Biochemistry; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.04961022660587903,"gpt":0.3115101032822304,"spread":0.2618998766763513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115115,0.0004067045,0.001152849,0.0002398887,0.0001810549,0.0001379987,0.0006175365,0.0001453683,0.000021711],"category_scores_gemma":[0.000409133,0.0001518589,0.00006898136,0.001509449,0.0005045484,0.001486919,0.0003523072,0.0002794689,0.00001285114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495221,"about_ca_system_score_gemma":0.0001650592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178399,"about_ca_topic_score_gemma":0.0010389,"domain_scores_codex":[0.9967057,0.0001821062,0.00115067,0.0008032346,0.0005689783,0.0005893321],"domain_scores_gemma":[0.9988936,0.0001315274,0.0005761925,0.000147391,0.0001016585,0.0001496122],"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":[0.00007543473,0.00004623844,0.00002565299,0.001389705,0.000004539304,6.872214e-7,0.000141866,0.000003814938,0.5069088,0.00009195162,0.000002143489,0.4913091],"study_design_scores_gemma":[0.0005403964,0.002503705,0.00003481699,0.07110573,0.0000325074,0.00009971192,0.0007541219,0.0002438931,0.613034,0.0006594631,0.309706,0.001285666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2282602,0.7678874,0.0000706504,0.0001012927,0.0001023004,0.003461431,0.00003636619,0.00002694499,0.00005345537],"genre_scores_gemma":[0.6512256,0.3473926,0.0001815837,0.00001705615,0.00004421762,0.0009231157,0.000001489018,0.000004134889,0.0002102636],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4900235,"threshold_uncertainty_score":0.6192628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026169752","doi":"10.1016/j.cis.2015.02.006","title":"Wettability alteration: A comprehensive review of materials/methods and testing the selected ones on heavy-oil containing oil-wet systems","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":301,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Wetting; Asphalt; Petroleum engineering; Carbonate; Oil field; Enhanced oil recovery; Environmental science; Carbonate rock; Geology; Materials science; Metallurgy; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.05601774676537556,"gpt":0.4010445749624576,"spread":0.345026828197082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286146,0.0003536211,0.001392219,0.0001457831,0.0001054238,0.0001204113,0.0004204696,0.00008923293,0.000002517829],"category_scores_gemma":[0.001330147,0.0002439229,0.00003446722,0.001222417,0.0005118563,0.0005241547,0.0001539767,0.0003210498,8.647307e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367705,"about_ca_system_score_gemma":0.0001929739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834697,"about_ca_topic_score_gemma":0.000005853721,"domain_scores_codex":[0.9977125,0.0003921935,0.0008464748,0.0004886279,0.0002723208,0.0002879106],"domain_scores_gemma":[0.997616,0.001199028,0.0003372299,0.0003709942,0.0004114624,0.0000652696],"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":[0.000007972571,0.000008473053,0.000002069108,0.08326316,0.000009129838,4.609801e-7,0.00008478605,0.0002961305,0.00217312,0.00005564735,0.00002735788,0.9140717],"study_design_scores_gemma":[0.0001330595,0.0003971965,0.000002800207,0.2636978,0.00006731887,0.00008679098,0.000107135,0.001769315,0.01182751,0.00005878733,0.7213273,0.0005249789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006004543,0.9965396,0.0005138453,0.000008365883,0.000611489,0.0004079698,0.00003426375,0.0001013653,0.001182651],"genre_scores_gemma":[0.001578272,0.9895343,0.008582144,0.00002414925,0.00003480165,0.0001984948,0.000003203679,0.00002334382,0.00002133142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9135467,"threshold_uncertainty_score":0.9946889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057495852","doi":"10.1016/j.cis.2005.04.007","title":"Surface-enhanced Raman scattering on colloidal nanostructures","year":2005,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":288,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Nanostructure; Raman scattering; Raman spectroscopy; Nanotechnology; Molecule; Characterization (materials science); Fluorescence; Materials science; Adsorption; Chemistry; Chemical physics; Optics; Physical chemistry; Physics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02215854374796336,"gpt":0.3490552717672921,"spread":0.3268967280193287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005358711,0.0004009651,0.0008648239,0.0001850735,0.0003832882,0.0003420704,0.0009340077,0.000109866,0.0001234684],"category_scores_gemma":[0.00008690174,0.0003014003,0.00009715015,0.0008110106,0.0008978933,0.0006944221,0.0002618848,0.0002371684,0.0001269955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831264,"about_ca_system_score_gemma":0.0002063972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007753517,"about_ca_topic_score_gemma":0.00003623997,"domain_scores_codex":[0.9973413,0.00006924228,0.000596583,0.0009961646,0.0004005999,0.0005961624],"domain_scores_gemma":[0.998852,0.0002079352,0.0002727419,0.0004603807,0.00005103558,0.0001558688],"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":[0.00001043438,0.00005586376,0.000004437674,0.0004630708,0.000002822549,7.41328e-7,0.0001226839,0.0003340244,0.3682647,0.0006625126,0.00003812283,0.6300406],"study_design_scores_gemma":[0.0001410174,0.00009020216,0.000005811207,0.003582421,0.00002857914,0.00001174465,0.00007563114,0.00002940528,0.2473115,0.0000990145,0.7481903,0.0004344262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05802599,0.9388863,0.00001994992,0.00004191646,0.0005286015,0.0005622947,0.00004230156,0.00005349184,0.001839167],"genre_scores_gemma":[0.2755713,0.7234506,0.0005732762,0.00004216159,0.0000618768,0.00005677791,9.63806e-7,0.00001724076,0.0002257536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7481521,"threshold_uncertainty_score":0.9999438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009865188","doi":"10.1016/j.cis.2006.06.001","title":"Recent progress in Axisymmetric Drop Shape Analysis (ADSA)","year":2006,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":281,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Rotational symmetry; Software; Computer science; Drop (telecommunication); Context (archaeology); Numerical analysis; Drop impact; Mechanical engineering; Mathematics; Mechanics; Engineering; Physics; Mathematical analysis; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.0103412085926055,"gpt":0.2950944220616319,"spread":0.2847532134690264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130108,0.0001552846,0.0002813919,0.000860261,0.0001549252,0.0001918565,0.0005124526,0.00004405559,0.0002436608],"category_scores_gemma":[0.0001301851,0.0001352584,0.00003184015,0.006925677,0.0008953264,0.001120304,0.0001439882,0.000117944,0.00003804719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881869,"about_ca_system_score_gemma":0.00008663058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242228,"about_ca_topic_score_gemma":0.0008433452,"domain_scores_codex":[0.9979039,0.00007051823,0.0004116697,0.0006975303,0.0004568617,0.0004595227],"domain_scores_gemma":[0.9993293,0.00008545473,0.00009962286,0.0002868752,0.0001149833,0.00008374955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006949364,0.0003319689,0.483384,0.00001926136,0.000003331508,0.000005008215,0.0005601739,0.006678709,0.4756191,0.0008632333,0.00003476299,0.03243095],"study_design_scores_gemma":[0.001028695,0.0001814023,0.4666926,0.00006877517,0.00002459159,0.000007140187,0.0005529956,0.08898602,0.4237585,0.001072612,0.01697157,0.0006551153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844202,0.01170901,0.0003861394,0.0002493351,0.0002979439,0.0002084646,0.000006614696,0.00003786234,0.002684418],"genre_scores_gemma":[0.996793,0.001572584,0.001376363,0.00006049272,0.00001291986,0.00002903564,0.000001226799,0.000005498803,0.0001488992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08230731,"threshold_uncertainty_score":0.5515677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998072686","doi":"10.1016/j.cis.2014.07.002","title":"Inverse gas chromatography applications: A review","year":2014,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Adsorption, diffusion, and thermodynamic properties of materials","field":"Chemistry","cited_by":272,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverse gas chromatography; Gas chromatography; Surface energy; Polymer; Nanomaterials; Characterization (materials science); Hildebrand solubility parameter; Materials science; Chemistry; Nanotechnology; Chromatography; Organic chemistry; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01300547713276355,"gpt":0.3215772173618334,"spread":0.3085717402290699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006991577,0.000379952,0.001189515,0.0001858099,0.0001922959,0.000088913,0.001033597,0.0001269708,0.0002784473],"category_scores_gemma":[0.0001412613,0.0002845761,0.000143474,0.0006952135,0.000979647,0.0005306866,0.0003148764,0.0002135091,0.00006109907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223267,"about_ca_system_score_gemma":0.0002020716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250771,"about_ca_topic_score_gemma":0.00002258463,"domain_scores_codex":[0.9977841,0.00004919392,0.0007216493,0.0007757096,0.0003025083,0.0003667763],"domain_scores_gemma":[0.9986288,0.00009051088,0.0004545398,0.0006267776,0.00007700676,0.0001223616],"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":[0.000004725361,0.00005206416,0.0000045483,0.08598632,0.00001084708,4.499783e-7,0.00003477416,0.000001174248,0.001182989,0.0004599762,0.0001257478,0.9121364],"study_design_scores_gemma":[0.00009726505,0.00001624407,1.117147e-7,0.05890867,0.00006014217,0.00002735822,0.0000204471,0.0000322031,0.0001440275,0.0004770507,0.9398934,0.0003230968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008236967,0.9896896,0.0001408231,0.00001364188,0.0001766232,0.0005703169,0.00002679554,0.00006044623,0.009239313],"genre_scores_gemma":[0.0002386899,0.9983014,0.0002703755,0.00008722328,0.00007404289,0.0005320253,0.00001232392,0.00002599135,0.0004578847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9397677,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941341041","doi":"10.1016/j.cis.2019.04.008","title":"Fouling and wetting in the membrane distillation driven wastewater reclamation process – A review","year":2019,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":253,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane distillation; Fouling; Wetting; Membrane; Membrane fouling; Wastewater; Land reclamation; Permeation; Environmental science; Sewage treatment; Waste management; Environmental engineering; Chemical engineering; Chemistry; Process engineering; Desalination; Engineering; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02756165675264537,"gpt":0.3632910121560725,"spread":0.3357293554034271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378077,0.0002227192,0.0005434796,0.0001344639,0.0001322499,0.0001031461,0.0006162599,0.00007923168,0.0000331614],"category_scores_gemma":[0.0004488078,0.0001392609,0.00002965563,0.001268174,0.0005860841,0.001345588,0.0002572941,0.0002868854,0.00002690117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410469,"about_ca_system_score_gemma":0.00003733133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008821926,"about_ca_topic_score_gemma":0.00006808792,"domain_scores_codex":[0.9981258,0.0001092713,0.0005092275,0.0006165851,0.0003786795,0.0002604207],"domain_scores_gemma":[0.9991665,0.0001933923,0.0003138581,0.0002894639,0.00001144447,0.00002537792],"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":[0.000003804762,0.00001796791,0.0003077692,0.01866391,0.000001861001,0.000001009845,0.0008885595,0.001260245,0.0003947621,0.00008439114,0.0000225678,0.9783531],"study_design_scores_gemma":[0.0003067866,0.0001630444,0.00008526074,0.07986366,0.00007972432,0.00009636649,0.001017323,0.006470325,0.001077356,0.0006516743,0.9093336,0.0008548232],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002413951,0.9931484,0.00004404045,0.0001676096,0.00009895697,0.001392944,0.000002387042,0.00002196533,0.002709709],"genre_scores_gemma":[0.03450421,0.9648761,0.0003499439,0.00005580821,0.000007345449,0.0001051762,0.000002484879,0.000007882896,0.00009110041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774984,"threshold_uncertainty_score":0.5678896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039914635","doi":"10.1016/j.cis.2010.10.003","title":"Coacervation of tropoelastin","year":2010,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":246,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Coacervate; Tropoelastin; Chemistry; Elastin; Biophysics; Hydrophobic effect; Monomer; Nucleation; Crystallography; Chemical engineering; Polymer; Biochemistry; Organic chemistry; Extracellular matrix","retraction":null,"screen_n_in":null,"score":{"opus":0.02024861885652981,"gpt":0.4077017954525161,"spread":0.3874531765959863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836434,0.0001423986,0.0003606606,0.0001646645,0.00004938498,0.00001959283,0.000412915,0.0001135139,0.0000115932],"category_scores_gemma":[0.0005899529,0.0001209328,0.00004775011,0.00050331,0.0008099077,0.00001878548,0.0002587018,0.0002013422,0.000002392476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002192521,"about_ca_system_score_gemma":0.0002944527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007887336,"about_ca_topic_score_gemma":0.0001424343,"domain_scores_codex":[0.9989039,0.00004091049,0.000246136,0.0004371042,0.0001735366,0.0001983767],"domain_scores_gemma":[0.999418,0.00004278577,0.0001384734,0.0002421162,0.0001158279,0.00004276788],"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":[0.00001051131,0.00002414469,0.00006714967,0.0008810405,0.000003131821,1.384239e-7,0.0000207648,0.000004343747,0.03152687,0.0001106695,0.00001282115,0.9673384],"study_design_scores_gemma":[0.0001032685,0.0001927938,0.00001138734,0.0008323241,0.000006939507,0.000005553427,0.00004530986,0.00001660976,0.01064231,0.00004039861,0.9879723,0.0001308353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002273422,0.9954542,0.000312698,0.000006866812,0.0001595897,0.0003208124,0.00001309756,0.000002227739,0.001457085],"genre_scores_gemma":[0.01431492,0.9849836,0.000303381,0.000003513395,0.00002306609,0.00003195821,0.000006394307,0.000009672933,0.000323516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879594,"threshold_uncertainty_score":0.4931498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204031512","doi":"10.1016/j.cis.2021.102541","title":"Emulsion characterization via microfluidic devices: A review on interfacial tension and stability to coalescence","year":2021,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","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 Toronto","funders":"Academy of Finland; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Coalescence (physics); Microfluidics; Surface tension; Emulsion; Materials science; Nanotechnology; Viscosity; Polymer; Chemical engineering; Chemical physics; Chemistry; Composite material; Thermodynamics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02224999890297922,"gpt":0.3239849322208922,"spread":0.301734933317913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007688258,0.0004142657,0.0009928119,0.000384317,0.0001204614,0.00008332992,0.0003611211,0.0001287798,0.00001808667],"category_scores_gemma":[0.000200123,0.0003548017,0.00004580806,0.002399343,0.0003634444,0.0006520309,0.0002856608,0.0004029569,0.000009196803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782019,"about_ca_system_score_gemma":0.00009310086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002077446,"about_ca_topic_score_gemma":0.000001501415,"domain_scores_codex":[0.9977863,0.0000598648,0.0007740619,0.0007725436,0.0002727924,0.0003343746],"domain_scores_gemma":[0.9991102,0.0000546124,0.0001587787,0.0003605371,0.0002357065,0.00008015481],"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":[0.000004547128,0.00002065842,0.000008314994,0.01318722,0.000003988878,0.000001485519,0.00009509375,2.859024e-7,0.165034,0.00007921151,0.0001430197,0.8214222],"study_design_scores_gemma":[0.00006935393,0.000124348,0.000009460992,0.07671567,0.00002778636,0.00003433834,0.00003168229,0.00007395149,0.05946604,0.000008772794,0.8630022,0.0004363402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007339227,0.9564219,0.04098774,0.0000267322,0.0004668221,0.001078699,0.00004105299,0.00008625002,0.0001568939],"genre_scores_gemma":[0.01098709,0.9881694,0.0003635755,0.0002683681,0.00002823035,0.00009324623,0.0000437279,0.0000276813,0.00001871967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8628592,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088673603","doi":"10.1016/j.cis.2020.102280","title":"Antibacterial hydrogel coating: Strategies in surface chemistry","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":232,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Coating; Self-healing hydrogels; Layer (electronics); Polymer; Materials science; Nanotechnology; Substrate (aquarium); Polymerization; Covalent bond; Surface modification; Delamination (geology); Chemical engineering; Chemistry; Polymer chemistry; Composite material; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0186651897496227,"gpt":0.3331686616841618,"spread":0.314503471934539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001716948,0.0003415786,0.0008209202,0.00004538492,0.0001251915,0.0002205339,0.0008025242,0.0001455223,0.0001583195],"category_scores_gemma":[0.00006578353,0.0003019437,0.0000714885,0.0008084181,0.0006896007,0.0006219113,0.0003485299,0.0004522905,0.00001479509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452862,"about_ca_system_score_gemma":0.0005301635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372252,"about_ca_topic_score_gemma":0.00002336923,"domain_scores_codex":[0.9980376,0.00001014931,0.0005649152,0.000811898,0.000188858,0.0003866201],"domain_scores_gemma":[0.9992447,0.00007788836,0.0002756142,0.0002677509,0.00003049374,0.000103536],"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":[0.00002922892,0.0002446848,0.0001073834,0.02061211,0.00002019368,0.0000206132,0.0005977377,0.0003077156,0.5020943,0.0007631451,0.00009302783,0.4751099],"study_design_scores_gemma":[0.0001682492,0.00001005777,5.422703e-7,0.005223231,0.00001717004,0.00001798565,0.000345816,0.0001413922,0.01772861,0.00008548419,0.975882,0.000379483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01129684,0.9772215,0.00003457326,0.00002543563,0.0001146167,0.0002068211,0.00007846104,0.00003746467,0.01098431],"genre_scores_gemma":[0.05829374,0.9409267,0.0003157684,0.000009757672,0.00006342043,0.00002128014,0.00001297478,0.00001981579,0.0003365258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.975789,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201795512","doi":"10.1016/j.cis.2021.102524","title":"Surface characterization of thin-film composite membranes using contact angle technique: Review of quantification strategies and applications","year":2021,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":229,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Government of Alberta","keywords":"Contact angle; Wetting; Membrane; Materials science; Surface energy; Surface roughness; Permeation; Characterization (materials science); Thin-film composite membrane; Chemical engineering; Surface modification; Desalination; Nanotechnology; Composite material; Chemistry; Reverse osmosis; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03194607008674725,"gpt":0.3538308092799308,"spread":0.3218847391931836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007133575,0.0002183797,0.0008562251,0.0001244054,0.0001063628,0.00005956148,0.0004614447,0.0000987643,0.00004229663],"category_scores_gemma":[0.00008415014,0.0001877616,0.00004908411,0.00153633,0.001092276,0.00147143,0.0002838513,0.0001528615,0.000001640398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009262899,"about_ca_system_score_gemma":0.0001338173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002875076,"about_ca_topic_score_gemma":0.00001190352,"domain_scores_codex":[0.9981627,0.00009675814,0.0007304689,0.0005439406,0.0003029582,0.0001631881],"domain_scores_gemma":[0.9986078,0.0001052703,0.0007928459,0.0003919674,0.00006680116,0.00003531316],"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":[0.000003689375,0.00006958819,0.00007500001,0.04153473,0.000007486924,3.552013e-7,0.00008425811,0.0004446455,0.8326144,0.001305915,0.000002462989,0.1238575],"study_design_scores_gemma":[0.0002136118,0.0002027905,0.0001145014,0.1251108,0.0002206765,0.00008990613,0.0007269793,0.001944602,0.4438763,0.0003096945,0.4262197,0.0009703992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00224076,0.9896536,0.006112328,0.00001203697,0.00004900215,0.001415508,0.00003627266,0.00002537599,0.000455107],"genre_scores_gemma":[0.01423791,0.9826775,0.002939865,0.000008673552,0.000003335581,0.00007839256,0.00001913311,0.000009502472,0.00002572365],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4262173,"threshold_uncertainty_score":0.7656696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163995949","doi":"10.1016/j.cis.2015.10.004","title":"QCM-D study of nanoparticle interactions","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":226,"is_retracted":false,"has_abstract":false,"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 Natural Science Foundation of China","keywords":"Quartz crystal microbalance; Nanoparticle; Nanotechnology; DLVO theory; Adsorption; Materials science; Deposition (geology); Substrate (aquarium); Polymer; Chemistry; Colloid; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.03410493969964999,"gpt":0.3752006002774557,"spread":0.3410956605778057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772173,0.0001808256,0.0005960517,0.0003127742,0.00003712565,0.00002860749,0.0005079431,0.00004783446,0.000004311165],"category_scores_gemma":[0.0001842659,0.0001461117,0.00002567585,0.001120007,0.0003889457,0.0005045422,0.0002213157,0.0002499768,0.000005697386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925656,"about_ca_system_score_gemma":0.00007325826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000468291,"about_ca_topic_score_gemma":0.00004205362,"domain_scores_codex":[0.998902,0.0000174723,0.0003726729,0.0002701317,0.0002179639,0.0002197117],"domain_scores_gemma":[0.9994463,0.00009010689,0.00008364545,0.0002757518,0.00005720033,0.00004694431],"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":[0.000001554197,0.00008247682,0.00002295724,0.001468048,0.00001046,0.000001629405,0.0003479269,0.001923429,0.0004382702,0.00004658311,0.00004895902,0.9956077],"study_design_scores_gemma":[0.0001843358,0.0002837877,0.000003069923,0.003464873,0.00005407037,0.00002145686,0.0033609,0.002936645,0.001045747,0.0001472113,0.988189,0.0003089038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007090249,0.9907736,0.00009343648,0.000001219144,0.0004832338,0.0004000564,0.000007211636,0.00010117,0.001049882],"genre_scores_gemma":[0.2646504,0.7350706,0.0001880692,3.95643e-7,0.000005941117,0.00004005535,1.11224e-7,0.00001046926,0.00003396748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9952988,"threshold_uncertainty_score":0.5958264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742051806","doi":"10.1016/j.cis.2017.07.032","title":"Advances in the synthesis, molecular architectures and potential applications of gemini surfactants","year":2017,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":202,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada","keywords":"Counterion; Flexibility (engineering); Nanotechnology; Biochemical engineering; Chemistry; Computer science; Materials science; Organic chemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01755466887602158,"gpt":0.3490993082503981,"spread":0.3315446393743766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007538879,0.0003414414,0.0009700605,0.0001861502,0.0002314846,0.0001705582,0.001449403,0.0001312742,0.00001781061],"category_scores_gemma":[0.0002672629,0.0002230438,0.00009238264,0.0004568629,0.001220689,0.0003865738,0.0002584553,0.0003571842,0.000001284371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757736,"about_ca_system_score_gemma":0.0001986136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004207684,"about_ca_topic_score_gemma":0.0001057263,"domain_scores_codex":[0.9977748,0.00007014245,0.0006236817,0.0007030101,0.0004546649,0.0003737124],"domain_scores_gemma":[0.9982216,0.0004379242,0.0005715717,0.0006500395,0.00004888417,0.00006992627],"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":[0.00001025303,0.0000385788,0.0001287329,0.003670885,0.000006566502,0.000003776585,0.0001386851,0.00003784972,0.001388175,0.0001040817,8.914498e-7,0.9944715],"study_design_scores_gemma":[0.0001702191,0.00003465926,0.00002293614,0.01018772,0.00006606163,0.00008430085,0.0006679965,0.00005178905,0.002989244,0.0005224711,0.9847637,0.0004388745],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003795616,0.9855876,0.00006181378,0.00001120747,0.0001128049,0.0004769717,0.00007696293,0.000009657481,0.009867385],"genre_scores_gemma":[0.3581782,0.6415048,0.00007248358,0.000003586933,0.000018986,0.0001604763,7.921705e-7,0.00001039396,0.00005028231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940326,"threshold_uncertainty_score":0.909546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999327598","doi":"10.1016/j.cis.2020.102101","title":"Advances in precursor system for silica-based aerogel production toward improved mechanical properties, customized morphology, and multifunctionality: A review","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":201,"is_retracted":false,"has_abstract":false,"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":"Aerogel; Materials science; Polymerization; Chemical engineering; Polymer; Nucleation; Siloxane; Thermal decomposition; Sol-gel; Decomposition; Nanotechnology; Composite material; Organic chemistry; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.04009568605961134,"gpt":0.3339308730202756,"spread":0.2938351869606642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008861869,0.0004150453,0.001385549,0.0001069464,0.0001341249,0.00006082767,0.0003693914,0.0001835193,0.00001002492],"category_scores_gemma":[0.0009015732,0.0003127369,0.000119894,0.0006328365,0.0004940224,0.0008602729,0.0001569237,0.0003748364,0.000002786179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883799,"about_ca_system_score_gemma":0.0003712771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299743,"about_ca_topic_score_gemma":0.00004218601,"domain_scores_codex":[0.9971806,0.00009366688,0.0008888874,0.00121547,0.0002515128,0.000369863],"domain_scores_gemma":[0.9987915,0.0001595724,0.0005110188,0.0002798339,0.0001407687,0.0001173553],"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":[0.000400498,0.0001082223,0.00001239046,0.1338958,0.00001533274,0.000001801626,0.00006655899,0.00005877007,0.01385341,0.0001996828,0.000006746415,0.8513808],"study_design_scores_gemma":[0.00140351,0.0001791918,6.086863e-7,0.08365435,0.0001869793,0.00006599296,0.0001858687,0.007076174,0.009474204,0.00005976911,0.8970457,0.0006676121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004438972,0.996412,0.0003850573,0.0001356692,0.0003860732,0.001976598,0.0000631692,0.00006106667,0.0001364313],"genre_scores_gemma":[0.03370766,0.9639175,0.0008584874,0.00004044919,0.00007350884,0.001291316,0.00001890102,0.00002791528,0.00006426402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.897039,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053678134","doi":"10.1016/j.cis.2006.11.024","title":"Recent progress in the determination of solid surface tensions from contact angles","year":2007,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":189,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of Toronto","funders":"","keywords":"Contact angle; Solid surface; Surface tension; Drop (telecommunication); Surface (topology); Materials science; Sessile drop technique; Adsorption; Thermodynamics; Chemistry; Composite material; Physics; Chemical physics; Geometry; Physical chemistry; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02186364850587617,"gpt":0.3362682932874491,"spread":0.3144046447815729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936672,0.000101537,0.0001681064,0.0001002435,0.0001231613,0.0000517039,0.0004634454,0.00003557987,0.0000385248],"category_scores_gemma":[0.0002284724,0.00007048292,0.00001460752,0.00073074,0.0007511898,0.0007376875,0.00008125672,0.00009970403,0.000006502738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006809358,"about_ca_system_score_gemma":0.00006681222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006854183,"about_ca_topic_score_gemma":0.0007735317,"domain_scores_codex":[0.9985841,0.00007730846,0.0003511579,0.0003487826,0.0003649252,0.0002737054],"domain_scores_gemma":[0.9991412,0.0003230307,0.00011492,0.0002405876,0.0001330136,0.00004728216],"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":[0.00004875041,0.00008878697,0.02314918,0.000005189882,2.313954e-7,0.00000163024,0.00253627,0.0001413388,0.9624426,0.0001410968,0.000005104421,0.01143983],"study_design_scores_gemma":[0.0003261207,0.0001069382,0.05856959,0.00008668661,0.000002055217,0.000003855072,0.003630353,0.003222465,0.9315155,0.0003939232,0.002016364,0.0001261177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929318,0.004737935,0.001010965,0.000251391,0.0003101153,0.0002579053,0.00001720619,0.00001289632,0.0004697581],"genre_scores_gemma":[0.9959049,0.001019652,0.00295934,0.00008315293,0.000007685779,0.000005639653,7.780138e-7,0.000003507237,0.00001529448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03542041,"threshold_uncertainty_score":0.287421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976555600","doi":"10.1016/j.cis.2015.01.002","title":"Model molecules mimicking asphaltenes","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Saudi Aramco; Statoil; AkzoNobel; BP; VSNU Vereniging van Universiteiten; Eni; Kemira","keywords":"Asphaltene; Fraction (chemistry); Molecule; Chemistry; Heptane; Emulsion; Chemical engineering; Toluene; Organic chemistry; Pentane; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0430581014141783,"gpt":0.3776772857752942,"spread":0.3346191843611159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004968491,0.000346926,0.0009668385,0.0002756434,0.0001710164,0.0001971548,0.0008735301,0.0001251416,0.0000140036],"category_scores_gemma":[0.0001822843,0.0002740585,0.0001099804,0.0008683375,0.0006445873,0.0007450649,0.0002863805,0.000349966,0.000007515963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105844,"about_ca_system_score_gemma":0.0006396638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007450818,"about_ca_topic_score_gemma":0.00001722894,"domain_scores_codex":[0.9978907,0.00001646412,0.0004557144,0.0007919232,0.0004139708,0.0004312155],"domain_scores_gemma":[0.9990762,0.00005717354,0.0002857877,0.0003229231,0.0001102916,0.0001475667],"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":[0.000002286903,0.00001944442,0.000005408403,0.00343422,0.000007609776,0.000001693697,0.00006574587,0.001122541,0.0009779765,0.00004040017,0.000009978707,0.9943127],"study_design_scores_gemma":[0.0001077095,0.00001198069,1.770319e-8,0.01147284,0.0001006463,0.00002243505,0.0001439322,0.02007335,0.0007485788,0.0002885626,0.9666069,0.0004230423],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001358191,0.9722204,0.000388897,0.000007152035,0.00008621284,0.00001591549,0.00001797327,0.0000406854,0.02708698],"genre_scores_gemma":[0.003125891,0.9915213,0.001422606,0.00001375804,0.00003952644,0.00002945874,0.000003491747,0.00002093878,0.003823016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9938896,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083026356","doi":"10.1016/j.cis.2007.01.001","title":"Microtextured superhydrophobic surfaces: A thermodynamic analysis","year":2007,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Contact angle; Hysteresis; Surface energy; Pillar; Surface finish; Materials science; Drop (telecommunication); Solid surface; Surface roughness; Nanotechnology; Composite material; Chemical physics; Chemistry; Condensed matter physics; Physics; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006797456034702615,"gpt":0.2852685758831477,"spread":0.2784711198484451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00228718,0.000220182,0.0003459395,0.0005343803,0.0003151657,0.0001868461,0.0006923854,0.00007043822,0.000288588],"category_scores_gemma":[0.0001316,0.0001868837,0.00006614453,0.003058978,0.001268704,0.001204074,0.0001702554,0.0001678285,0.00006102135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887103,"about_ca_system_score_gemma":0.00009854716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028598,"about_ca_topic_score_gemma":0.001276595,"domain_scores_codex":[0.9975413,0.00006007573,0.000451645,0.0008266154,0.0004710782,0.0006492775],"domain_scores_gemma":[0.9989763,0.0001610522,0.0001022158,0.0004516069,0.0001255489,0.000183201],"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":[0.00004850624,0.00004822267,0.00689321,0.000007551283,0.000004484929,0.000002133284,0.0009152952,0.003042221,0.9878474,0.0002811912,0.000002675131,0.0009070931],"study_design_scores_gemma":[0.0005138884,0.0001008301,0.02168036,0.00003445485,0.00003237355,0.00001017017,0.001669633,0.02413301,0.9473596,0.0004300817,0.003570081,0.0004655203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829324,0.00355415,0.0089595,0.00007606109,0.0004142292,0.0002377234,0.00001160424,0.00007026832,0.003744017],"genre_scores_gemma":[0.9967594,0.0004549828,0.002228547,0.0001264301,0.00001294338,0.000008243422,0.000001239337,0.00001010307,0.0003981185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04048782,"threshold_uncertainty_score":0.7620897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910903917","doi":"10.1016/j.cis.2019.01.002","title":"Redox chemistry of vanadium in soils and sediments: Interactions with colloidal materials, mobilization, speciation, and relevant environmental implications- A review","year":2019,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Vanadium and Halogenation Chemistry","field":"Chemistry","cited_by":178,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Bergische Universität Wuppertal; Alexander von Humboldt-Stiftung","keywords":"Vanadium; Anoxic waters; Redox; Environmental chemistry; Soil water; Chemistry; Organic matter; Dissolved organic carbon; Inorganic chemistry; Geology; Soil science","retraction":null,"screen_n_in":null,"score":{"opus":0.01189164344420778,"gpt":0.3033247526003964,"spread":0.2914331091561886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003090996,0.0003082757,0.0008269474,0.0001254562,0.00009361377,0.00006187246,0.0002890469,0.0001111382,0.0002072541],"category_scores_gemma":[0.0001303278,0.0002705075,0.0000308842,0.0004610456,0.0005810621,0.0005687495,0.0001680576,0.000221846,0.000001772103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354753,"about_ca_system_score_gemma":0.0003153436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002095024,"about_ca_topic_score_gemma":0.00007050052,"domain_scores_codex":[0.9979953,0.00002180013,0.0007741973,0.0007289541,0.0002242931,0.0002555209],"domain_scores_gemma":[0.9988044,0.0001264835,0.0005570253,0.0003456711,0.00006014889,0.0001062904],"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":[0.000104782,0.0006641651,0.004769546,0.2348223,0.0001494405,0.000007462562,0.0008416208,0.00008946356,0.5545571,0.0003637888,0.0003504491,0.2032799],"study_design_scores_gemma":[0.001093976,0.00007359622,0.0001455267,0.06985211,0.0002927137,0.0003581884,0.0006923492,0.0000462582,0.072726,0.0001312787,0.8535398,0.001048194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01109835,0.9866893,0.00001126415,0.00005881707,0.00006726586,0.0004302713,0.0002588364,0.000009614427,0.001376269],"genre_scores_gemma":[0.03457817,0.9642704,0.0001620425,0.00002362103,0.00002144941,0.0001194149,0.00006416282,0.00001905923,0.0007416893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8531893,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1046393133","doi":"10.1016/j.cis.2015.07.011","title":"Functionalization of nanomaterials with aryldiazonium salts","year":2015,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":177,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"American University of Sharjah; University of Sharjah","keywords":"Surface modification; Nanomaterials; Nanotechnology; Chemistry; Materials science; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02023638092542518,"gpt":0.3432253268984576,"spread":0.3229889459730324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326342,0.0003311038,0.001148665,0.0003999346,0.00009268825,0.0001432492,0.0007379486,0.0001025469,0.00006667041],"category_scores_gemma":[0.0001909346,0.0002370435,0.00004810781,0.001280214,0.001389288,0.001165844,0.0003570943,0.0001086437,0.00001795689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387098,"about_ca_system_score_gemma":0.000850235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359713,"about_ca_topic_score_gemma":0.00002298369,"domain_scores_codex":[0.9974228,0.0001094649,0.0007094874,0.0007519203,0.0006529258,0.0003533971],"domain_scores_gemma":[0.9984279,0.0002199704,0.0005535441,0.0004158024,0.000277632,0.0001051856],"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":[0.0005646638,0.0005022024,0.0002444261,0.03167847,0.0000431329,0.00001661558,0.00118472,0.00209573,0.3572703,0.00677367,0.000497412,0.5991286],"study_design_scores_gemma":[0.0002959372,0.0004074537,0.000001976212,0.008564901,0.00006613888,0.0001076282,0.00004698397,0.00004062876,0.05582763,0.0002847461,0.9339018,0.0004542053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002676205,0.9933419,0.0002493035,0.000004305808,0.001590589,0.0005726,0.00007612769,0.00003549354,0.001453467],"genre_scores_gemma":[0.009524377,0.9882656,0.001890776,0.000008511095,0.00006512303,0.00006965367,0.00000745651,0.00002340735,0.000145101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9334043,"threshold_uncertainty_score":0.9666353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084870538","doi":"10.1016/j.cis.2020.102266","title":"A review on clay wettability: From experimental investigations to molecular dynamics simulations","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Kaolinite; Pyrophyllite; Wetting; Clay minerals; Illite; Montmorillonite; Mica; Geology; Mineralogy; Chemical engineering; Materials science; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01780957651718897,"gpt":0.3581596150447273,"spread":0.3403500385275384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001491036,0.0003267227,0.000771986,0.0001996569,0.00006696499,0.0000683926,0.000526777,0.0000784612,0.00001865411],"category_scores_gemma":[0.0003750682,0.00030811,0.00007743353,0.001424891,0.0002345324,0.0005011291,0.0001672443,0.0003434845,0.00002029754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008699785,"about_ca_system_score_gemma":0.0001653097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006269655,"about_ca_topic_score_gemma":0.00004500656,"domain_scores_codex":[0.9983978,0.00004513556,0.0004822946,0.0005995039,0.0002288999,0.0002463358],"domain_scores_gemma":[0.9991516,0.0001958459,0.0000761317,0.0003773933,0.00003341479,0.0001655972],"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":[0.000001954742,0.00003148412,0.000002636081,0.006414099,0.00001310219,0.000002290761,0.0001746033,0.007900425,0.002720749,0.000465993,0.0001389589,0.9821337],"study_design_scores_gemma":[0.00003929113,0.0001069949,1.972044e-7,0.0457181,0.00002978329,0.000001918324,0.00001839083,0.00689518,0.008788345,0.0004503943,0.9375383,0.0004130937],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001538235,0.9925689,0.004039164,0.00005456994,0.0002595349,0.0009708063,0.0001590876,0.0001659991,0.001628152],"genre_scores_gemma":[0.004522156,0.9872309,0.007627821,0.0003237187,0.00001502802,0.0002202057,0.00001582162,0.00003294328,0.00001141202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817206,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977419991","doi":"10.1016/j.cis.2006.05.001","title":"Extended DLVO theory: Electrostatic and non-electrostatic forces in oxide suspensions","year":2006,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"Vetenskapsrådet","keywords":"DLVO theory; Chemistry; Isoelectric point; Ion; Colloid; Electrostatics; Chemical physics; Surface charge; Hofmeister series; Oxide; Surface force; Double layer (biology); Classical mechanics; Layer (electronics); Physical chemistry; Physics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.008411249482692638,"gpt":0.3346276300501118,"spread":0.3262163805674192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006351304,0.0005883219,0.001239403,0.0006265517,0.0003260282,0.0003112044,0.0006043674,0.0001550811,0.00007447779],"category_scores_gemma":[0.0003619726,0.0005064766,0.0001078685,0.001610238,0.0008512927,0.00095459,0.0002294517,0.0008949087,0.000005808417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912194,"about_ca_system_score_gemma":0.0006235538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009444076,"about_ca_topic_score_gemma":0.001408646,"domain_scores_codex":[0.996561,0.00007241368,0.0009080371,0.001086303,0.0003765193,0.0009957162],"domain_scores_gemma":[0.9980218,0.0008952958,0.0004111872,0.0004206416,0.00009543076,0.0001556531],"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":[0.000224373,0.0008009032,0.0004595839,0.01516729,0.0001152865,0.00007978929,0.001331457,0.0001345945,0.09033899,0.01737712,0.0006549369,0.8733157],"study_design_scores_gemma":[0.001527409,0.0006940757,0.00006957301,0.02539385,0.0003315499,0.0004091942,0.00137171,0.002612423,0.02036844,0.02664024,0.9181682,0.002413302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01009181,0.9804451,0.000187057,0.00002823958,0.0001307862,0.0005065555,0.00004104858,0.00003028176,0.00853915],"genre_scores_gemma":[0.08509991,0.9118679,0.0006279939,0.00003973195,0.00002231088,0.0002011347,0.00002346814,0.00004307445,0.00207443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9175133,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901573586","doi":"10.1016/j.cis.2018.11.005","title":"Water drop-surface interactions as the basis for the design of anti-fogging surfaces: Theory, practice, and applications trends","year":2018,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Saint-François d'Assise; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Fogging; Mist; Nanotechnology; Context (archaeology); Fabrication; Coating; Wetting; Drop impact; Materials science; Physics; Meteorology; Composite material; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.04384984875345638,"gpt":0.3782645093663343,"spread":0.3344146606128779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004804205,0.0003487135,0.0006852947,0.000179456,0.00101844,0.0003568471,0.001198271,0.00008507169,0.000120405],"category_scores_gemma":[0.0007109895,0.0001701187,0.0001024761,0.0009281533,0.00288878,0.001235631,0.0003453382,0.0002613362,0.00003247906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035242,"about_ca_system_score_gemma":0.000229284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004396952,"about_ca_topic_score_gemma":0.0000216085,"domain_scores_codex":[0.9972132,0.0004474766,0.000694508,0.0008286381,0.0003678218,0.000448323],"domain_scores_gemma":[0.9939573,0.004529045,0.0004192899,0.0007235247,0.0002879277,0.0000829391],"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":[0.0003647961,0.0005889363,0.00002824384,0.004734111,0.0001678336,0.000001289206,0.01259721,0.01127789,0.240767,0.01093668,0.0004402621,0.7180958],"study_design_scores_gemma":[0.0001309607,0.000108161,0.000001806436,0.001077795,0.0001718012,0.00004267972,0.001794991,0.002163164,0.02237039,0.0004257018,0.9714271,0.0002854356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001078593,0.9580969,0.03690508,0.0003727462,0.0006641871,0.00180657,0.00007113841,0.00003653062,0.0009683079],"genre_scores_gemma":[0.04675038,0.9487197,0.00315387,0.0000872618,0.00004735699,0.0003932958,0.000002307316,0.00002569636,0.0008200828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709868,"threshold_uncertainty_score":0.9998248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990804391","doi":"10.1016/j.cis.2019.102081","title":"Challenges and future of chemical assisted heavy oil recovery processes","year":2019,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam injection; Enhanced oil recovery; Environmental science; Petroleum engineering; Residual oil; Waste management; Asphalt; Process engineering; Engineering; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.02619915252834988,"gpt":0.3216031199575347,"spread":0.2954039674291848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002803302,0.0003106289,0.0009635306,0.0002507464,0.00002096991,0.00003789234,0.0004259054,0.0001871485,0.000003244761],"category_scores_gemma":[0.000117615,0.0002590181,0.00004930728,0.0006324478,0.0003742592,0.0009024747,0.0001479796,0.0003162368,0.000001662034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009598089,"about_ca_system_score_gemma":0.0001533069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.726531e-7,"about_ca_topic_score_gemma":0.0000165971,"domain_scores_codex":[0.9985688,0.0000189221,0.0004111141,0.0005129364,0.0002099712,0.0002782821],"domain_scores_gemma":[0.9992579,0.0002097235,0.0001388466,0.000262298,0.00007180841,0.00005948286],"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":[0.000004270687,0.000009796735,6.517155e-7,0.03078804,0.000005907194,2.896467e-7,0.00006065133,0.000007583948,0.0004978898,0.0000435832,0.000006571891,0.9685748],"study_design_scores_gemma":[0.00008213749,0.0001135388,0.000001823053,0.02054818,0.00002898471,0.00003672305,0.00007991001,0.0000388211,0.01399562,0.0001664602,0.9645138,0.0003939737],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002615039,0.9879932,0.00003051163,0.000007322855,0.000472875,0.0001659299,0.00001583426,0.00008686549,0.01096592],"genre_scores_gemma":[0.001329034,0.9966117,0.001844013,0.000003556724,0.00004973334,0.00005519976,0.000001355294,0.00002693575,0.00007850416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9681808,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015266152","doi":"10.1016/j.cis.2020.102155","title":"Mechanisms of ice formation and propagation on superhydrophobic surfaces: A review","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Chicoutimi","keywords":"Ice nucleus; Nucleation; Icing; Ice formation; Condensation; Materials science; Substrate (aquarium); Chemical physics; Nanotechnology; Atmospheric sciences; Geology; Chemistry; Meteorology; Physics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01675829637385412,"gpt":0.2996763207728414,"spread":0.2829180243989873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701192,0.0002101207,0.0006971059,0.0002011164,0.00005266481,0.00003134437,0.0002630627,0.00007403473,0.000001394022],"category_scores_gemma":[0.0002474725,0.0001615251,0.00003222855,0.0008784904,0.0002157064,0.0005529243,0.00009127347,0.0002270963,0.000004044085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008810908,"about_ca_system_score_gemma":0.00004244492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002508555,"about_ca_topic_score_gemma":0.000005184553,"domain_scores_codex":[0.9989352,0.00002361706,0.0003989289,0.0002790462,0.0001917422,0.0001714864],"domain_scores_gemma":[0.9995313,0.0001037695,0.0001208096,0.00017797,0.00003356106,0.00003261262],"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":[0.00000178879,0.000005173095,2.9469e-7,0.03883259,0.000003151756,6.233037e-7,0.00009959215,0.0004228851,0.0005358394,0.0005965002,0.00001884788,0.9594827],"study_design_scores_gemma":[0.0002349332,0.0007115873,0.00000125567,0.2502695,0.0001250173,0.00005932864,0.0002736953,0.01776333,0.04158273,0.001633296,0.6865419,0.000803432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001099522,0.9937013,0.004880183,0.00002115107,0.0001687177,0.0005208348,0.000007477753,0.0001156487,0.0004747378],"genre_scores_gemma":[0.03635793,0.9626689,0.0008993728,0.00001697263,0.000003560297,0.00003195268,0.000001408348,0.00001187443,0.000008062964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9586793,"threshold_uncertainty_score":0.65868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780923687","doi":"10.1016/j.cis.2017.12.007","title":"Nanodarts, nanoblades, and nanospikes: Mechano-bactericidal nanostructures and where to find them","year":2017,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":156,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs; McGill University","keywords":"Nanostructure; Nanotechnology; Biophysics; Chemistry; Materials science; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02621620387428631,"gpt":0.3337256393151795,"spread":0.3075094354408932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002486522,0.0004096548,0.000836944,0.0002308779,0.0003436428,0.0004112032,0.0005659548,0.0001506662,0.0000149791],"category_scores_gemma":[0.00005336005,0.0003287758,0.00004099039,0.0003971049,0.0005041006,0.0006695883,0.0003003465,0.0001603397,0.000007092536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005571733,"about_ca_system_score_gemma":0.00008113639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000158776,"about_ca_topic_score_gemma":0.0000798285,"domain_scores_codex":[0.9983485,0.00002256266,0.0003986066,0.0006533901,0.0001688019,0.0004081594],"domain_scores_gemma":[0.9991737,0.00006637846,0.000131775,0.0004218313,0.00003639839,0.0001699453],"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":[0.000006244144,0.00001024436,0.00004284313,0.004080338,0.00001607777,0.000001796532,0.0003405145,0.00001248011,0.03062185,0.0006666057,0.0001596122,0.9640414],"study_design_scores_gemma":[0.0001090039,0.00006607461,0.0000595717,0.003945903,0.00003326523,0.0000600111,0.00005837152,0.00002049452,0.005880502,0.0004046233,0.9889125,0.0004497404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01241126,0.9855053,0.00006128171,0.00001956269,0.000593355,0.0006488627,0.00008372756,0.00005540039,0.0006212604],"genre_scores_gemma":[0.04834322,0.9501859,0.001106478,0.00001353178,0.00003577533,0.0001258113,0.000002178679,0.00003045864,0.0001566559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887528,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012188167","doi":"10.1016/j.cis.2020.102142","title":"A review of reagents applied to rare-earth mineral flotation","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Beneficiation; Mineral; Yttrium; Peralkaline rock; Lanthanide; Rare earth; Froth flotation; Reagent; Geology; Mineralogy; Geochemistry; Mineral processing; Chemistry; Materials science; Metallurgy; Ion","retraction":null,"screen_n_in":null,"score":{"opus":0.02050225472123928,"gpt":0.36270876927638,"spread":0.3422065145551407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838804,0.0002162177,0.0007231607,0.0001303392,0.00005940966,0.00003049459,0.0004652559,0.00004538947,0.0003600191],"category_scores_gemma":[0.0002192414,0.0001765575,0.00005897504,0.00163828,0.0003150377,0.0004658199,0.0002582508,0.0001299069,0.0001311021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009793444,"about_ca_system_score_gemma":0.00006743448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001427068,"about_ca_topic_score_gemma":0.0000483626,"domain_scores_codex":[0.9981878,0.00005569345,0.0006246949,0.0005666469,0.0003688176,0.0001963698],"domain_scores_gemma":[0.9993057,0.00004963052,0.0002755,0.0002146292,0.00002207102,0.0001325094],"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":[0.000005869247,0.00002106332,0.000005196303,0.006692695,0.000001771393,4.435093e-7,0.0002111249,0.00002455728,0.002610045,0.0001619014,0.002445351,0.98782],"study_design_scores_gemma":[0.00005608708,0.00008497224,0.000005940067,0.01344531,0.00001374016,0.000003540336,0.00001743541,0.00005220399,0.001029156,0.00003553458,0.985072,0.0001841429],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003325145,0.9824984,0.0004618096,0.0000553203,0.0001009692,0.001106953,0.00001280965,0.00002526758,0.01570524],"genre_scores_gemma":[0.0003221081,0.9946577,0.003703529,0.0006213945,0.00001183188,0.0001402596,0.000005710601,0.00001003769,0.0005274501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876359,"threshold_uncertainty_score":0.7199808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391288564","doi":"10.1016/j.cis.2024.103095","title":"Innovations in hydrogel-based manufacturing: A comprehensive review of direct ink writing technique for biomedical applications","year":2024,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":153,"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":"Academy of Finland","keywords":"Nanotechnology; Self-healing hydrogels; Context (archaeology); 3D printing; Computer science; Soft robotics; Variety (cybernetics); Materials science; Engineering; Mechanical engineering; Robot; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.03213078770082511,"gpt":0.40704867829909,"spread":0.3749178905982649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316423,0.0002490075,0.0008696977,0.001070647,0.00005416188,0.00003562482,0.0006805654,0.0001303882,0.000006945953],"category_scores_gemma":[0.0004839043,0.0002083972,0.00008305105,0.003436967,0.0009016857,0.0001711873,0.000222438,0.0005765796,0.000003919583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002679536,"about_ca_system_score_gemma":0.000368198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002984604,"about_ca_topic_score_gemma":0.000003249466,"domain_scores_codex":[0.9977967,0.00003069551,0.0009134361,0.0005010452,0.000376987,0.0003811108],"domain_scores_gemma":[0.9986438,0.0007490946,0.0001154246,0.0002974448,0.0001067971,0.00008740854],"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":[0.000001228912,0.0000368798,0.000001491773,0.310695,0.000009793049,0.000001236231,0.00001559628,0.0000545307,0.0009004446,0.0003075906,0.0001021584,0.687874],"study_design_scores_gemma":[0.00006209826,0.00003608462,3.911445e-7,0.1361965,0.0000213048,0.000005495658,0.00001023379,0.0009763529,0.00314774,0.0002216653,0.8591428,0.0001793205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008110616,0.9846389,0.0118504,0.00004324302,0.000131973,0.002349903,0.00006534495,0.00006288235,0.0008492061],"genre_scores_gemma":[0.00134147,0.9893968,0.00664492,0.00002202269,0.00002560715,0.002513062,0.00001482652,0.00002736282,0.00001394927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8590407,"threshold_uncertainty_score":0.8498191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949933294","doi":"10.1016/j.cis.2019.06.005","title":"Ultrasound-assisted preparation of different nanocarriers loaded with food bioactive ingredients","year":2019,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":142,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Sonication; Nanotechnology; Nanocarriers; Dispersity; Nanomaterials; Materials science; Nutraceutical; Dissolution; Particle size; Nanostructure; Nanoparticle; Chemistry; Chemical engineering; Organic chemistry; Chromatography","retraction":null,"screen_n_in":null,"score":{"opus":0.0298841194728611,"gpt":0.3238132730046422,"spread":0.2939291535317812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001807441,0.0002540782,0.0006454147,0.00007525204,0.0001333788,0.00008721295,0.0004037998,0.00008908565,0.00002512097],"category_scores_gemma":[0.0001204578,0.00009113646,0.00006043992,0.001159045,0.000514786,0.0005975338,0.0000915017,0.0001414055,0.000002618687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008670887,"about_ca_system_score_gemma":0.00008239444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135616,"about_ca_topic_score_gemma":0.0001812784,"domain_scores_codex":[0.9984269,0.0000539256,0.0003824465,0.0005755331,0.0003075819,0.0002536603],"domain_scores_gemma":[0.9990429,0.0002465639,0.0004332486,0.00008488661,0.00011982,0.00007256903],"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":[0.0001395851,0.0002235437,0.001112906,0.004051594,0.0000414376,3.947536e-7,0.0006885882,0.00002625822,0.06753951,0.0002514444,0.00001831705,0.9259064],"study_design_scores_gemma":[0.001082974,0.007292085,0.003029611,0.03472395,0.0003188031,0.0001321616,0.003007188,0.000065008,0.09278479,0.0003633828,0.8550639,0.002136121],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09581453,0.9024785,0.00001627321,0.000006852096,0.0002382909,0.00066675,0.0000575507,0.00002019759,0.0007010367],"genre_scores_gemma":[0.4616679,0.5381623,0.00004148476,0.000006124253,0.00001002279,0.00001913634,0.000009568186,9.975283e-7,0.00008251258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9237703,"threshold_uncertainty_score":0.3716437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385357179","doi":"10.1016/j.cis.2023.102970","title":"Nanocellulose-stabilized Pickering emulsions: Fabrication, stabilization, and food applications","year":2023,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Nanocellulose; Pickering emulsion; Materials science; Nanotechnology; Cellulose; Chemical engineering; Nanoparticle; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04888098483227308,"gpt":0.3882535033250175,"spread":0.3393725184927444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001228602,0.000430366,0.001024988,0.0005463395,0.0007295341,0.0002410945,0.0008610786,0.0001033172,0.00002781598],"category_scores_gemma":[0.001503858,0.0003541958,0.0000619448,0.00287111,0.002473451,0.001361614,0.001113803,0.000291727,0.00005876252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392097,"about_ca_system_score_gemma":0.0003919072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007019802,"about_ca_topic_score_gemma":0.00008546929,"domain_scores_codex":[0.996296,0.0001340141,0.0008655953,0.001393901,0.0006065061,0.0007039633],"domain_scores_gemma":[0.9975967,0.0008691839,0.0003844273,0.0006023602,0.0003419869,0.0002053471],"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":[0.00001630285,0.0001734982,0.0001082779,0.0241319,0.00002820388,0.000001911752,0.001315279,0.0003286178,0.02098905,0.005832561,0.00005123989,0.9470232],"study_design_scores_gemma":[0.0002553668,0.0001557618,0.000007412767,0.004810627,0.00004440206,0.00001101833,0.0008998981,0.0001951343,0.00258895,0.003291504,0.9871247,0.0006151701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003411033,0.9900453,0.006737001,0.00002660102,0.0002785171,0.001981957,0.00007941503,0.000143122,0.0003669569],"genre_scores_gemma":[0.003644592,0.9920487,0.002546484,0.000007592253,0.00005356947,0.001322243,0.000006507186,0.00004350449,0.0003268171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870735,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042873005","doi":"10.1016/j.cis.2020.102208","title":"Multiphase flow in microfluidics: From droplets and bubbles to the encapsulated structures","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; Kelowna General Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Microfluidics; Microreactor; Nanotechnology; Flow focusing; Mixing (physics); Flow (mathematics); Multiphase flow; Two-phase flow; Materials science; Phase (matter); Mechanics; Chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01299982764864306,"gpt":0.3070166141970545,"spread":0.2940167865484115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439785,0.0003260449,0.0006135233,0.0003429826,0.00008608078,0.0001067261,0.0005376252,0.0001106581,0.000008936509],"category_scores_gemma":[0.0001484246,0.000234895,0.00002594896,0.002148377,0.0004331096,0.0003864327,0.0002474135,0.0004351976,0.000004364701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976314,"about_ca_system_score_gemma":0.00009465474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002955234,"about_ca_topic_score_gemma":0.0000143211,"domain_scores_codex":[0.9984499,0.00002928946,0.0005272309,0.0005243749,0.0001744133,0.000294835],"domain_scores_gemma":[0.9994889,0.00008866702,0.00007545982,0.0002354963,0.00005555104,0.00005590303],"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":[0.000004862492,0.000005183385,0.000007686863,0.0004814599,0.000006697744,0.000003640764,0.0006311862,0.00007556637,0.02434297,0.0001859096,0.0002635176,0.9739913],"study_design_scores_gemma":[0.0001412287,0.0000395962,0.000008185664,0.002361219,0.00001226128,0.00001181886,0.0001532825,0.001502855,0.02346471,0.0002942004,0.9717007,0.0003099285],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001250077,0.9817958,0.01555072,0.00004211996,0.0003688071,0.0006629212,0.0001132293,0.00006695739,0.000149306],"genre_scores_gemma":[0.03183571,0.9647447,0.003188868,0.00008044677,0.00004112467,0.00005786607,0.00001536253,0.00002403278,0.00001188966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9736814,"threshold_uncertainty_score":0.9578742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144298714","doi":"10.1016/j.cis.2005.07.004","title":"Thermodynamic modeling of contact angles on rough, heterogeneous surfaces","year":2005,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact angle; Surface finish; Hysteresis; Surface roughness; Surface (topology); Homogeneous; Surface energy; Mechanics; Materials science; Geometry; Statistical physics; Physics; Thermodynamics; Mathematics; Condensed matter physics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03834838654081831,"gpt":0.3522953233767275,"spread":0.3139469368359092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008554825,0.0004119109,0.001151587,0.000307869,0.0001739156,0.0001257891,0.0009948586,0.0001364431,0.00008334796],"category_scores_gemma":[0.0001345547,0.0003129359,0.0001274083,0.0006580981,0.000641358,0.0007573211,0.000198846,0.0002458337,0.00003959668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386432,"about_ca_system_score_gemma":0.0002648547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005044444,"about_ca_topic_score_gemma":0.00007726204,"domain_scores_codex":[0.9971702,0.0001495263,0.000781494,0.0009304117,0.0005050454,0.0004632935],"domain_scores_gemma":[0.9987082,0.0002283815,0.0003308999,0.0005219992,0.0001022338,0.0001083081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009860548,0.0003482042,0.00002061691,0.00317879,0.00001722577,0.000005241091,0.001036447,0.1483307,0.1317146,0.0008508723,0.000004654781,0.714394],"study_design_scores_gemma":[0.001087344,0.001170521,0.000009030131,0.02487217,0.0001586564,0.00009304131,0.0006768565,0.491854,0.03873674,0.0004778076,0.4381517,0.002712103],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1436425,0.8541073,0.0001943276,0.000008528053,0.0004369584,0.000453343,0.00005507072,0.00003554251,0.001066465],"genre_scores_gemma":[0.4437205,0.5559014,0.0002819562,0.0000122381,0.00001293648,0.00001908827,0.000001250253,0.00001405649,0.00003655595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.711682,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281259088","doi":"10.1016/j.cis.2022.102707","title":"Metal organic frameworks (MOFs) as multifunctional nanoplatform for anticorrosion surfaces and coatings","year":2022,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Coating; Corrosion; Nanotechnology; Metal-organic framework; Porosity; Substrate (aquarium); Fabrication; Composite material; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0274442665152066,"gpt":0.3485413176485957,"spread":0.3210970511333891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001236426,0.0003788952,0.0008301113,0.0002844734,0.0008128661,0.0003134186,0.0004706531,0.0002103277,0.0006883026],"category_scores_gemma":[0.0005796545,0.0003074477,0.00009859211,0.0008023896,0.0007843301,0.001731423,0.0005867833,0.000525044,0.00001705619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237356,"about_ca_system_score_gemma":0.000314462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001471988,"about_ca_topic_score_gemma":0.00003214949,"domain_scores_codex":[0.9972492,0.00005542866,0.0006285396,0.001050923,0.0005524183,0.0004634565],"domain_scores_gemma":[0.9985643,0.0005671721,0.0003925493,0.0002499383,0.00009566402,0.0001303569],"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":[0.00008937155,0.0001614026,0.00003930249,0.00268325,0.00000139096,0.000002434336,0.0004842363,0.00005088197,0.5499083,0.0005840348,0.00008026432,0.4459151],"study_design_scores_gemma":[0.0004531739,0.0007311595,0.000002945103,0.003858485,0.0001130114,0.0001410765,0.0006997053,0.0003635584,0.03862972,0.0005551085,0.9537405,0.0007115629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03243527,0.9623348,0.001501517,0.00001628785,0.002322697,0.001094044,0.0001305326,0.00005353794,0.0001113786],"genre_scores_gemma":[0.04482066,0.9532058,0.00130959,0.00005044652,0.00004004749,0.0002243491,0.00002077338,0.00002814679,0.0003001664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9536602,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225566843","doi":"10.1016/j.cis.2022.102646","title":"Recent advances in tailoring and improving the properties of polyimide aerogels and their application","year":2022,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":130,"is_retracted":false,"has_abstract":false,"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; Mitacs","keywords":"Polyimide; Materials science; Siloxane; Aerogel; Epoxy; Porosity; Thermal stability; Polymer; Composite material; Nanotechnology; Chemical engineering; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03200453774343803,"gpt":0.3034578683745598,"spread":0.2714533306311218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004984456,0.0002030731,0.0004323412,0.00008712888,0.000182303,0.00005563303,0.0003166297,0.00004962922,0.00001097556],"category_scores_gemma":[0.0001042304,0.0001252542,0.00002414075,0.0004494485,0.0006100487,0.0007893531,0.0003626884,0.0002646488,1.770324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008398,"about_ca_system_score_gemma":0.00008568393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002228861,"about_ca_topic_score_gemma":0.00007738592,"domain_scores_codex":[0.9987397,0.00003208784,0.0004067249,0.0004579884,0.0001581445,0.0002053301],"domain_scores_gemma":[0.9992992,0.0001170624,0.0003199522,0.0002031533,0.00002641785,0.00003422487],"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":[0.000009501316,0.00001182425,0.0001089991,0.002001039,0.000001975973,9.162051e-8,0.0003756694,0.00004351767,0.01000966,0.0001089661,4.481671e-8,0.9873287],"study_design_scores_gemma":[0.0001665432,0.00004426057,0.00000948228,0.003874759,0.00001716287,0.00001901567,0.001945668,0.001112258,0.02509114,0.0002259224,0.9672189,0.0002748579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02769224,0.9712436,0.00003403555,0.00001188308,0.00006459839,0.0002985368,0.000008585431,0.00000940168,0.0006371342],"genre_scores_gemma":[0.2804034,0.7194081,0.00002786657,0.000004542267,0.00001180789,0.0001118793,8.360458e-7,0.000008224883,0.00002335261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870539,"threshold_uncertainty_score":0.5107716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975811647","doi":"10.1016/j.cis.2004.09.009","title":"On the nature of Athabasca Oil Sands","year":2005,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":130,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Research Council (Canada); Syncrude (Canada)","funders":"Ministry of Education and Science","keywords":"Oil sands; Asphalt; Quartz; Aqueous solution; Mineralogy; Chemistry; Petroleum engineering; Geology; Materials science; Metallurgy; Composite material; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.003279068792563788,"gpt":0.2558920604354669,"spread":0.2526129916429031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002459241,0.00007939895,0.00008874992,0.00008037721,0.00004209183,0.00001964293,0.0003064015,0.00003826991,0.00001970925],"category_scores_gemma":[0.0001163046,0.00005482752,0.00001408693,0.0004064788,0.0002742075,0.0005317351,0.00004501599,0.0002177319,0.000002801117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005682828,"about_ca_system_score_gemma":0.00001334296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001527096,"about_ca_topic_score_gemma":0.00005280388,"domain_scores_codex":[0.9994168,0.000006406124,0.0001180948,0.0001450173,0.0001590704,0.0001546724],"domain_scores_gemma":[0.9996449,0.0001267454,0.00002286879,0.0001579121,0.00002508227,0.00002254386],"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":[0.00003686407,0.00004690523,0.0006624828,0.0000926766,0.000004969072,4.936938e-7,0.000870702,0.04063563,0.6019642,0.0202666,0.0009346677,0.3344838],"study_design_scores_gemma":[0.00006701185,0.00006767918,0.0001573957,0.0001707282,6.840025e-7,0.000001684661,0.00006772557,0.008238682,0.9718098,0.001256723,0.01807401,0.00008786491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176619,0.006118224,0.0007749692,0.0001225167,0.0002248439,0.00004752396,0.000003807697,0.00007095734,0.07497526],"genre_scores_gemma":[0.994625,0.003114658,0.001932814,0.00008044144,0.00001308009,0.00001023746,6.154516e-8,0.000005466642,0.0002182364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698456,"threshold_uncertainty_score":0.2235802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390747246","doi":"10.1016/j.cis.2024.103086","title":"A review of high internal phase Pickering emulsions: Stabilization, rheology, and 3D printing application","year":2024,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Rheology; Thixotropy; Materials science; Extrusion; 3D printing; Pickering emulsion; Viscoelasticity; Emulsion; Shear thinning; Composite material; Nanotechnology; Chemical engineering; Polymer science; Nanoparticle; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01897239082166376,"gpt":0.3947160338442005,"spread":0.3757436430225367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143226,0.0002293178,0.0007140802,0.0002402047,0.0001172842,0.00008089114,0.0003656539,0.00006268053,0.00002738261],"category_scores_gemma":[0.0006249911,0.0001745538,0.00004039831,0.001025043,0.0007732509,0.0006654414,0.000484622,0.0001669826,0.000008595802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000927291,"about_ca_system_score_gemma":0.0001435111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836742,"about_ca_topic_score_gemma":0.00003113874,"domain_scores_codex":[0.9979563,0.00008586002,0.0008011916,0.000697319,0.0002065177,0.0002528051],"domain_scores_gemma":[0.9989813,0.0001427395,0.000362529,0.0003024025,0.0001353727,0.00007566313],"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":[0.000007277529,0.00006390848,0.00003080679,0.06858152,0.000003905647,5.594718e-7,0.000238746,0.00004614693,0.007369051,0.001866626,0.0000127373,0.9217787],"study_design_scores_gemma":[0.0004299372,0.0003230444,0.00000950448,0.2977064,0.0002351298,0.00008580316,0.0001515088,0.006495281,0.005269773,0.0007485146,0.6879051,0.000639969],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004408194,0.9839804,0.01038104,0.00001778266,0.0003751966,0.0006939237,0.00002487747,0.00003376984,0.00008488967],"genre_scores_gemma":[0.04002816,0.9577107,0.00205608,0.00002018487,0.00002074431,0.0001123822,0.000003992098,0.0000144739,0.00003326693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9211388,"threshold_uncertainty_score":0.7118099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037333675","doi":"10.1016/j.cis.2012.06.012","title":"Generation and characterization of submicron size bubbles","year":2012,"lang":"en","type":"article","venue":"Advances in Colloid and Interface Science","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Cavitation; Pulmonary surfactant; Bubble; Materials science; Cell size; Zeta potential; Impeller; Particle size; Nanotechnology; Chemical engineering; Mechanics; Nanoparticle; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01187645081271826,"gpt":0.2903237119517854,"spread":0.2784472611390671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109116,0.00005312828,0.00006456603,0.00003571621,0.00006480819,0.00002160946,0.00006846172,0.00001706613,0.0001128473],"category_scores_gemma":[0.00005085905,0.00004679369,0.000004725805,0.0002312958,0.0003621017,0.001671747,0.0000603539,0.00002767473,0.000003426514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002153,"about_ca_system_score_gemma":0.000005199007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006001,"about_ca_topic_score_gemma":0.00004717316,"domain_scores_codex":[0.9994647,0.00001693383,0.0001392575,0.0001405954,0.0001219046,0.0001166013],"domain_scores_gemma":[0.9998043,0.00001865411,0.0000632891,0.00005982568,0.00001056348,0.00004343854],"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":[0.000003390759,0.00001367858,0.03925834,0.000003116867,1.311046e-7,8.727574e-9,0.0005890515,0.00001609494,0.9545361,0.0003068709,0.00001329009,0.005259893],"study_design_scores_gemma":[0.00008317192,0.0000429004,0.07789029,0.00000932173,8.449526e-7,0.000001927635,0.00007565782,0.001895324,0.9147927,0.00007417054,0.005065586,0.00006807801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960271,0.000314436,0.001603134,0.00005450308,0.00008448077,0.000106032,0.000001851803,0.000009954013,0.001798577],"genre_scores_gemma":[0.9967766,0.000904022,0.001961052,0.00007299282,0.00001190791,0.00000787357,9.071871e-7,0.000002094791,0.0002625917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03974341,"threshold_uncertainty_score":0.1908191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549071971","doi":"10.1016/j.cis.2016.11.001","title":"Axisymmetric Drop Shape Analysis (ADSA): An Outline","year":2016,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":121,"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":"","keywords":"Surface tension; Rotational symmetry; Drop (telecommunication); Mechanics; Shape factor; Laplace's equation; Bubble; Spinning drop method; Classical mechanics; Physics; Partial differential equation; Geometry; Mathematics; Mathematical analysis; Thermodynamics; Mechanical engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00952121112895466,"gpt":0.3142173032283709,"spread":0.3046960920994162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005724896,0.0004294327,0.001177829,0.001942478,0.0001096239,0.0001549753,0.0009141518,0.0001475569,0.00002595662],"category_scores_gemma":[0.00008152908,0.0003216787,0.0001666116,0.006923514,0.0003718323,0.00104986,0.0001559494,0.0003457158,0.00001629221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691764,"about_ca_system_score_gemma":0.0001073588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007191257,"about_ca_topic_score_gemma":0.0001861854,"domain_scores_codex":[0.9976997,0.00003421728,0.0005964193,0.0007415042,0.0003196145,0.0006084777],"domain_scores_gemma":[0.9990101,0.0001273536,0.0001190477,0.000498339,0.00006377898,0.0001813585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001489461,0.00001999395,0.00003241299,0.0007423306,0.0000556322,0.000001792622,0.00002889499,0.001670709,0.0001447866,0.000438203,0.000003025707,0.9968607],"study_design_scores_gemma":[0.0001399207,0.0001492317,0.00002032818,0.001882586,0.0002723411,0.00001443882,0.000009565001,0.5370275,0.00001697537,0.0002252103,0.459507,0.0007348031],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005167713,0.9879316,0.009133916,0.000003969476,0.0004773717,0.0002698629,0.00005775789,0.00009745559,0.001511307],"genre_scores_gemma":[0.02842903,0.9706723,0.0006030115,0.000007606848,0.00004771197,0.00003179198,0.00001037614,0.00003907014,0.0001591114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961259,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3050660053","doi":"10.1016/j.cis.2020.102244","title":"Interactions of particulate matter and pulmonary surfactant: Implications for human health","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pulmonary surfactant; Particulates; Surface tension; Chemistry; Pulmonary fibrosis; Respiratory tract; Human health; Adsorption; Environmental chemistry; Respiratory system; Biophysics; Chemical engineering; Medicine; Fibrosis; Environmental health; Pathology; Biology; Biochemistry; Internal medicine; Physics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.07288413326509494,"gpt":0.4516384455686601,"spread":0.3787543123035652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005477516,0.0001834511,0.0006442354,0.00007891911,0.0003454883,0.00003743053,0.0002863605,0.00004297698,0.00006704432],"category_scores_gemma":[0.00007215897,0.0001530259,0.00004847655,0.0005565652,0.0008954961,0.0007273673,0.0002634691,0.0001856761,0.00001373046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178575,"about_ca_system_score_gemma":0.0001152912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009719,"about_ca_topic_score_gemma":0.0002793704,"domain_scores_codex":[0.9983411,0.00006169806,0.0006006828,0.000518984,0.0001256328,0.0003518765],"domain_scores_gemma":[0.998988,0.0001905762,0.0003784057,0.0002035135,0.00001214011,0.0002273676],"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":[0.000008607949,0.00007324823,0.002199656,0.004671285,0.000004656862,1.918796e-7,0.0005633868,0.00003914526,0.0001969001,0.0006041859,0.0003608482,0.9912779],"study_design_scores_gemma":[0.00006916673,0.0001456615,0.001830625,0.001884115,0.00001522412,0.00001880786,0.00007852159,0.0001252001,0.00002739087,0.001116808,0.9945182,0.0001703143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005274116,0.9939185,0.0006378081,0.002365042,0.0001251756,0.001087529,0.0001123875,0.00001243551,0.001213653],"genre_scores_gemma":[0.03039204,0.9676985,0.001293233,0.0003995595,0.00001227348,0.00008203624,0.000004194977,0.00001105065,0.0001071682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941573,"threshold_uncertainty_score":0.6240214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3087408174","doi":"10.1016/j.cis.2020.102272","title":"Electrophoretic deposition of polymers and proteins for biomedical applications","year":2020,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":116,"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":"Electrophoretic deposition; Nanotechnology; Biopolymer; Polymer; Biomolecule; Materials science; Chemistry; Deposition (geology); Chemical engineering; Coating; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.006215400492194406,"gpt":0.2918992620355007,"spread":0.2856838615433063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002116915,0.0001909917,0.0005300372,0.0002243065,0.0000840623,0.00006024631,0.0003378019,0.0000740411,0.000004687278],"category_scores_gemma":[0.00005057985,0.0001681101,0.00003631939,0.0009965433,0.001086403,0.0002452078,0.00006663449,0.0001324842,0.000001200928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044121,"about_ca_system_score_gemma":0.000132243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002220043,"about_ca_topic_score_gemma":0.000002460277,"domain_scores_codex":[0.998684,0.00001949612,0.0004143025,0.0004020758,0.0002021846,0.0002779356],"domain_scores_gemma":[0.9995257,0.00009106932,0.0001054456,0.0001365718,0.00003676077,0.0001044855],"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":[0.000008678415,0.00002085965,7.250422e-7,0.009666174,0.000008152423,6.037441e-7,0.00009873152,0.00002837687,0.1389169,0.002059901,0.000009641441,0.8491813],"study_design_scores_gemma":[0.0003973258,0.001143113,0.000001791281,0.008546194,0.0001454625,0.0001957482,0.00007155906,0.007061164,0.09468975,0.00210911,0.8847511,0.0008876821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009887248,0.9421876,0.05616054,0.00001482812,0.000139806,0.001143176,0.00003430289,0.00003482524,0.0001860406],"genre_scores_gemma":[0.01415347,0.9763232,0.008868904,0.000005704182,0.00002705039,0.0005962801,0.000003596652,0.0000164702,0.000005333217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8847415,"threshold_uncertainty_score":0.6855332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388215178","doi":"10.1016/j.cis.2023.103036","title":"A review of sodium silicate solutions: Structure, gelation, and syneresis","year":2023,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":112,"is_retracted":false,"has_abstract":false,"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":"Syneresis; Silicate; Sodium silicate; Aqueous solution; Polymerization; Chemical engineering; Chemistry; Colloid; Materials science; Mineralogy; Polymer; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.03998639688570379,"gpt":0.3600614952540567,"spread":0.3200750983683529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006455358,0.0002709157,0.001153681,0.0002268532,0.0001408031,0.00004998578,0.0005234038,0.0001069753,0.00008821728],"category_scores_gemma":[0.00101136,0.0002081428,0.0001121803,0.001243827,0.0008509067,0.0004392087,0.0003485466,0.0002086416,0.00000521668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008690355,"about_ca_system_score_gemma":0.0001990114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001384,"about_ca_topic_score_gemma":0.00002763977,"domain_scores_codex":[0.9979613,0.00003592137,0.0007672653,0.000659847,0.0002700707,0.0003056242],"domain_scores_gemma":[0.9985269,0.0003623412,0.0004653786,0.0004450322,0.0001144545,0.0000858354],"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":[0.000002686843,0.0000165705,0.00001934085,0.1755581,0.00002867032,5.684092e-7,0.00005476309,0.000001808464,0.0007990258,0.0003777382,0.0001227558,0.823018],"study_design_scores_gemma":[0.00005113185,0.000009743149,0.000002364781,0.1340207,0.0001641184,0.00001418586,0.00005530817,0.0000460244,0.000969396,0.0003624423,0.8640452,0.000259391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007285168,0.998148,0.000009666678,0.00002362438,0.00007592461,0.0001950512,0.0001521944,0.00002131523,0.001301415],"genre_scores_gemma":[0.0007541572,0.9985629,0.0001633687,0.00002109156,0.00002265219,0.0000465272,0.00001078387,0.00001681291,0.0004017168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8639225,"threshold_uncertainty_score":0.8487816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124434760","doi":"10.1016/j.cis.2021.102360","title":"Graphene-based materials for adsorptive removal of pollutants from water and underlying interaction mechanism","year":2021,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Adsorption; Graphene; Materials science; Metal ions in aqueous solution; Pollutant; Nanotechnology; Chemical engineering; Metal; Chemistry; Organic chemistry; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.06207363263641955,"gpt":0.4051664510774015,"spread":0.3430928184409819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055775,0.0002667417,0.0008870278,0.0003358113,0.0002090539,0.0002179744,0.0004499708,0.00009686002,0.00008115704],"category_scores_gemma":[0.0002054829,0.0001913858,0.00008132215,0.0005093861,0.0006865382,0.0008698045,0.0002454089,0.0001242475,0.000003057227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079557,"about_ca_system_score_gemma":0.0003064499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006157954,"about_ca_topic_score_gemma":0.00006700159,"domain_scores_codex":[0.9976758,0.0001232706,0.0005673195,0.0008197802,0.0003761249,0.0004377576],"domain_scores_gemma":[0.9987801,0.0003522254,0.0002639468,0.0002929584,0.0002003168,0.00011046],"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":[0.00003211507,0.00003762549,4.527955e-7,0.001257296,0.000007883255,0.00000159349,0.0001229355,0.000006926201,0.884254,0.002510657,0.000002167083,0.1117664],"study_design_scores_gemma":[0.0003711602,0.0001861215,0.000001521364,0.007726643,0.00006300596,0.00002762173,0.0004666218,0.0000903721,0.9070348,0.009889212,0.07378782,0.0003550773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03073987,0.9606962,0.00621033,0.00002945227,0.000516103,0.001032648,0.0006889785,0.00001882533,0.00006762475],"genre_scores_gemma":[0.1967918,0.7975789,0.005341582,0.00001185255,0.00002160598,0.0001969841,0.00001694348,0.00001681971,0.0000236099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1660519,"threshold_uncertainty_score":0.7804487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}