{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"054dd422fc4e","filters":{"venue":"Engineering materials"}},"results":[{"id":"W48573764","doi":"10.1007/978-3-642-56486-4_15","title":"Principles of Cell Behavior on Titanium Surfaces and Their Application to Implanted Devices","year":2001,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":76,"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":"Tissue engineering; Interfacing; Biomedical engineering; Cell function; Nanotechnology; Computer science; Engineering; Mechanical engineering; Materials science; Chemistry; Cell","authors":[{"name":"D. M. Brunette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01123874671651911,"gpt":0.1942358603650518,"spread":0.1829971136485327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887046,0.0004469561,0.0003754985,0.0004989445,0.0004692267,0.001069911,0.001147382,0.0008304465,0.003257824],"category_scores_gemma":[0.0002440596,0.0004380876,0.0004180375,0.0004145136,0.001519821,0.0009659768,0.000418581,0.001248826,0.001294312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616334,"about_ca_system_score_gemma":0.0003694348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007513862,"about_ca_topic_score_gemma":0.0009977929,"domain_scores_codex":[0.9997994,0.00001249692,0.000007663471,0.0000222727,0.0001291707,0.000028993],"domain_scores_gemma":[0.9999285,0.0000366976,0.000004273431,0.00001012352,0.0000165948,0.000003892183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003538488,0.00006475647,0.0001373666,0.0003842511,0.000009930034,0.0002853344,0.0007270466,0.006953904,0.2267655,0.6423845,0.008926963,0.1133251],"study_design_scores_gemma":[0.00001895305,0.0001427798,0.001032107,0.0001425879,0.00001857073,0.001376561,0.000332587,0.03424255,0.1760259,0.4685597,0.3180206,0.00008711564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07950012,0.06000847,0.4542962,0.002931199,0.001553293,0.0001769157,0.0004043672,0.000903449,0.400226],"genre_scores_gemma":[0.4106664,0.0600321,0.1462924,0.001101935,0.0004591936,0.0005353568,0.0003819751,0.0005341715,0.3799966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003257824,"threshold_uncertainty_score":0.01089847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W96334790","doi":"10.1007/978-3-642-56486-4_5","title":"Characterization of Titanium Surfaces","year":2001,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":35,"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":"Corrosion; Materials science; Titanium; Characterization (materials science); Formability; Biomaterial; Nanotechnology; Specific strength; Metallurgy; Composite material","authors":[{"name":"János Vörös","is_ca":false},{"name":"Marco Wieland","is_ca":true},{"name":"Laurence Ruiz-Taylor","is_ca":false},{"name":"Marcus Textor","is_ca":false},{"name":"D. M. Brunette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008446147845826998,"gpt":0.174657401498281,"spread":0.166211253652454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002473444,0.0003831519,0.0003090191,0.0009309257,0.0004348153,0.0006070336,0.0007209163,0.0005591915,0.003499627],"category_scores_gemma":[0.0003837212,0.0002639868,0.0004098928,0.0008020515,0.0003717923,0.000622221,0.0003626127,0.0004703539,0.001194499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465907,"about_ca_system_score_gemma":0.0002864177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098302,"about_ca_topic_score_gemma":0.001557131,"domain_scores_codex":[0.9995916,0.00001762507,0.00001331507,0.00006039975,0.0002539619,0.00006310396],"domain_scores_gemma":[0.9998268,0.0000418841,0.00002024012,0.00003253877,0.00006830493,0.00001022976],"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":[0.000033663,0.00001425177,0.0002364472,0.0000972806,0.000005440882,0.00006731211,0.0001273768,0.0002584353,0.9770543,0.0005254207,0.0007034836,0.02087666],"study_design_scores_gemma":[0.000002991229,0.0001167809,0.005101759,0.00001452913,0.00001048004,0.0004692071,0.0001667236,0.001827204,0.9690369,0.00038961,0.02284983,0.00001403966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7815561,0.01378046,0.1041532,0.0007633482,0.0003955248,0.0002232369,0.002189921,0.0007655703,0.09617273],"genre_scores_gemma":[0.8767479,0.004465369,0.0453918,0.0002884139,0.00006409134,0.000169372,0.003774394,0.0003388253,0.06875988],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003499627,"threshold_uncertainty_score":0.01170743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W51464242","doi":"10.1007/978-3-319-11262-6_6","title":"Anti-microbiological and Anti-infective Activities of Silver","year":2015,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet; Cystic Fibrosis Canada; University of Ottawa","keywords":"Silver nanoparticle; Drug; Nanotechnology; Antibiotics; Bacteria; Nanoparticle; Microbiology; Chemistry; Medicine; Biology; Materials science; Pharmacology","authors":[{"name":"May Griffith","is_ca":false},{"name":"Klas I. Udekwu","is_ca":false},{"name":"Spyridon Gkotzis","is_ca":false},{"name":"Thien‐Fah Mah","is_ca":true},{"name":"Emilio I. Alarcón","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01997118852680842,"gpt":0.2212433197578967,"spread":0.2012721312310882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289187,0.0005359037,0.0003175893,0.0003481035,0.000140726,0.0005817336,0.0004496739,0.0005309724,0.001755543],"category_scores_gemma":[0.0001028669,0.0001737057,0.0003744415,0.0001991674,0.0002187033,0.0003737471,0.0002969721,0.0007521474,0.001266236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221206,"about_ca_system_score_gemma":0.0001566767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001933005,"about_ca_topic_score_gemma":0.0003452951,"domain_scores_codex":[0.9999202,0.000009572333,0.000003927324,0.00001325163,0.00004008981,0.00001290657],"domain_scores_gemma":[0.999965,0.00001402068,0.000004294383,0.000002645329,0.00000912766,0.000004862791],"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":[0.0002366951,0.0001207337,0.0001059255,0.001444536,0.00001585148,0.0002924416,0.0001520387,0.0004470134,0.6554939,0.0133542,0.00875429,0.3195825],"study_design_scores_gemma":[0.00001293182,0.0004688454,0.0006718277,0.0001943882,0.00003508411,0.001253076,0.00005384397,0.0007025618,0.7315124,0.004852323,0.2602227,0.00002011407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1087522,0.5893711,0.0233207,0.002330331,0.002837698,0.00005444131,0.0002714159,0.0006918908,0.2723702],"genre_scores_gemma":[0.340445,0.2724463,0.01650525,0.001911893,0.000980653,0.00008087533,0.0004183387,0.0001991649,0.3670125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001755543,"threshold_uncertainty_score":0.005872846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1948651131","doi":"10.1007/978-3-642-12070-1_10","title":"Plasmon Spectra of Nano-Structures: A Hydrodynamic Model","year":2010,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":24,"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":"Plasmon; Nano-; Quasiparticle; Surface plasmon; Electron; Dielectric; Nanotechnology; Metal; Ab initio; Materials science; Localized surface plasmon; Free electron model; Condensed matter physics; Physics; Optoelectronics; Quantum mechanics","authors":[{"name":"Isidro Villó-Pérez","is_ca":false},{"name":"Z. L. Mišković","is_ca":true},{"name":"N. R. Arista","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008012759447290298,"gpt":0.187327474495506,"spread":0.1793147150482157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003789548,0.001196274,0.0008694756,0.0009471523,0.0005423553,0.001028983,0.002371656,0.002460585,0.004910105],"category_scores_gemma":[0.0008565101,0.0006565984,0.0009442726,0.0007308887,0.001445168,0.002840168,0.001032492,0.001253163,0.002102946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071891,"about_ca_system_score_gemma":0.0004047384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312715,"about_ca_topic_score_gemma":0.0007953478,"domain_scores_codex":[0.9997216,0.00006834479,0.000009538311,0.00005164374,0.0001141628,0.00003474539],"domain_scores_gemma":[0.9997314,0.0001157517,0.00002452611,0.00003644732,0.00006558636,0.00002627216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006785765,0.0001806051,0.0001453305,0.000280659,0.00002730664,0.0002667664,0.000217378,0.1872549,0.02635414,0.7586924,0.01379958,0.01271307],"study_design_scores_gemma":[0.00001656504,0.00001400188,0.00009309535,0.00001206714,0.00000504204,0.0000642523,0.00001571756,0.9075367,0.001642368,0.08761453,0.002970948,0.00001467913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06490421,0.007907911,0.667389,0.004987855,0.001237517,0.0003389909,0.0006567654,0.001571231,0.2510065],"genre_scores_gemma":[0.6983652,0.005786291,0.1014123,0.00270789,0.00119188,0.0005567419,0.000689445,0.00130917,0.1879811],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004910105,"threshold_uncertainty_score":0.01642597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W101499289","doi":"10.1007/978-3-642-56486-4_11","title":"Production of Microfabricated Surfaces and Their Effects on Cell Behavior","year":2001,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"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":"Microfabrication; Microelectronics; Nanotechnology; Materials science; Fabrication; Etching (microfabrication); Microlens; Photonics; Dopant; Optoelectronics; Engineering; Doping; Lens (geology)","authors":[{"name":"Nicolas A. F. Jaeger","is_ca":true},{"name":"D. M. Brunette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00647313432216473,"gpt":0.1761513932254979,"spread":0.1696782589033332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002363403,0.0003272921,0.0004179295,0.00026714,0.0002675874,0.0004519142,0.0004822662,0.0003414766,0.0009422505],"category_scores_gemma":[0.0002996289,0.0004022534,0.0003202064,0.0003998724,0.0002852206,0.0004346185,0.0003267266,0.0005970377,0.0005101767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894265,"about_ca_system_score_gemma":0.0001048591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003303029,"about_ca_topic_score_gemma":0.0006268002,"domain_scores_codex":[0.999863,0.00001288682,0.000006450587,0.0000211687,0.00007928839,0.00001716073],"domain_scores_gemma":[0.9998505,0.00007859524,0.00001644366,0.00002982069,0.00001845397,0.000006120522],"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":[0.00002006924,0.00001683945,0.00006091199,0.000093406,0.000004042579,0.00007281866,0.00006154302,0.0007644612,0.9854283,0.0007268111,0.0002635817,0.01248726],"study_design_scores_gemma":[0.000003932384,0.00006811105,0.0007503316,0.000009382947,0.000008315344,0.0001406731,0.00001946312,0.0008676955,0.988932,0.0005456257,0.008648771,0.000005652797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7875273,0.08591822,0.08749501,0.0007349151,0.0005191735,0.0001232443,0.0008653134,0.0008122254,0.03600465],"genre_scores_gemma":[0.8697829,0.03668755,0.05582795,0.0002253634,0.0001085561,0.000201383,0.001417258,0.000456047,0.03529293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009422505,"threshold_uncertainty_score":0.003152192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2481431693","doi":"10.1007/978-981-10-0950-1_3","title":"Hybrid Composite Foams Based on Nanoclays and Natural Fibres","year":2016,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":8,"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":"Materials science; Composite number; Composite material; Filler (materials); Nanocomposite; Natural fiber; Fiber; Synthetic fiber","authors":[{"name":"Hajar Yousefian","is_ca":true},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005695953828719329,"gpt":0.1898732194552001,"spread":0.1841772656264808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007510376,0.0004179589,0.0002763386,0.0005358564,0.0001925566,0.0003200397,0.0002838991,0.0003879881,0.00288783],"category_scores_gemma":[0.00008260571,0.0002152825,0.0002559176,0.0003006444,0.0002333436,0.0008123202,0.0003030338,0.0004690574,0.0008887973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205653,"about_ca_system_score_gemma":0.00008774515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002014913,"about_ca_topic_score_gemma":0.0006893024,"domain_scores_codex":[0.9999535,0.000002620214,0.000001778346,0.00001146983,0.00002214185,0.000008413881],"domain_scores_gemma":[0.9999721,0.00001096507,0.000003608893,0.000002734057,0.000006909445,0.000003723213],"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":[0.00008680429,0.00008131631,0.00007577006,0.0009553091,0.0000232497,0.0003047101,0.000150799,0.002313392,0.8207799,0.01788239,0.003183184,0.1541631],"study_design_scores_gemma":[0.00001311186,0.0002437782,0.0007330652,0.0001935796,0.0000329793,0.001090642,0.00006461136,0.007498017,0.735401,0.009651955,0.245031,0.00004628646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4314414,0.1838849,0.1378551,0.0007420824,0.002598207,0.0001339226,0.0006298068,0.00149667,0.2412178],"genre_scores_gemma":[0.667667,0.05979196,0.06639329,0.000348997,0.000331179,0.0001400378,0.0005826725,0.0004261191,0.2043187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00288783,"threshold_uncertainty_score":0.009660721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W77589890","doi":"10.1007/978-3-319-11262-6_3","title":"Surface Enhanced Raman Scattering (SERS) Using Nanoparticles","year":2015,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Raman scattering; Raman spectroscopy; Nanotechnology; Surface-enhanced Raman spectroscopy; Nanoparticle; Materials science; Optics; Physics","authors":[{"name":"Altaf Khetani","is_ca":true},{"name":"Ali Momenpour","is_ca":true},{"name":"Vidhu S. Tiwari","is_ca":false},{"name":"Hanan Anis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04036760485771135,"gpt":0.2428529254480357,"spread":0.2024853205903243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001900453,0.0009900111,0.0005718207,0.0005965988,0.0002469996,0.001169664,0.0008168587,0.0009605285,0.003103703],"category_scores_gemma":[0.0001694382,0.0004425158,0.0004063702,0.0007005632,0.000677332,0.001202817,0.0007720204,0.001075624,0.004518516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868819,"about_ca_system_score_gemma":0.0002245559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001917274,"about_ca_topic_score_gemma":0.0004163932,"domain_scores_codex":[0.999727,0.00002327463,0.000007426812,0.00006203953,0.0001586991,0.00002160441],"domain_scores_gemma":[0.9999422,0.00002763047,0.000005152302,0.000005972951,0.00001561211,0.000003466948],"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":[0.00005993688,0.0001107001,0.00009931862,0.001864237,0.00003305764,0.0002437265,0.0001821551,0.001838841,0.6377037,0.03941235,0.01955231,0.2988998],"study_design_scores_gemma":[0.00001197893,0.000124034,0.0001971153,0.0001662128,0.00002144951,0.0008726909,0.00007911167,0.004554566,0.5932689,0.01636648,0.3843006,0.00003691208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04431232,0.2362482,0.268104,0.002385891,0.003104285,0.0001520337,0.0002833201,0.002298675,0.4431112],"genre_scores_gemma":[0.1957646,0.1739709,0.1440454,0.001673228,0.001342511,0.0002015297,0.0006731917,0.0005706532,0.4817579],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003103703,"threshold_uncertainty_score":0.01038295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175356714","doi":"10.1007/978-3-030-71438-3_10","title":"Drilling of Fibre Reinforced Polymers and Hybrid Stacked Materials","year":2021,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; National Research Council Canada","funders":"","keywords":"Aerospace; Delamination (geology); Process (computing); Drilling; Machining; Mechanical engineering; Tool wear; Materials science; Engineering; Manufacturing engineering; Computer science; Aerospace engineering; Geology","authors":[{"name":"Ahmed Sadek","is_ca":true},{"name":"Zhongde Shi","is_ca":true},{"name":"Mouhab Meshreki","is_ca":true},{"name":"I. Sultana","is_ca":true},{"name":"Helmi Attia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005356585227201861,"gpt":0.179981683697687,"spread":0.1746250984704851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008376176,0.0004119818,0.0002895037,0.0004702953,0.0002094695,0.0005188746,0.0003367584,0.0004032089,0.005783632],"category_scores_gemma":[0.0001328613,0.0003537644,0.0002445992,0.0004773007,0.0002707702,0.0012014,0.0005521428,0.0004964772,0.001455158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764696,"about_ca_system_score_gemma":0.000158087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944648,"about_ca_topic_score_gemma":0.0008567235,"domain_scores_codex":[0.9999253,0.000004530128,0.000002181616,0.00001234488,0.00004512068,0.00001056046],"domain_scores_gemma":[0.9999655,0.00001310434,0.000004552398,0.000007283875,0.000006275262,0.000003243767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009842371,0.00005679821,0.0002297932,0.00113567,0.00002473243,0.0004312287,0.0002321415,0.01100594,0.3433404,0.09502854,0.01375285,0.5346635],"study_design_scores_gemma":[0.00001379229,0.0003424955,0.001974272,0.000281299,0.00002546982,0.002752173,0.0002008016,0.02096941,0.2527971,0.04334589,0.677242,0.00005535378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1129934,0.09815174,0.3193101,0.0005570495,0.002618285,0.0001391272,0.000443728,0.001358374,0.4644283],"genre_scores_gemma":[0.3267325,0.03635893,0.2095672,0.0002510514,0.0003812925,0.0001090579,0.0004613026,0.0003127821,0.4258259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005783632,"threshold_uncertainty_score":0.01934814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409894235","doi":"10.1007/978-3-031-88731-4_2","title":"Fundamentals of Photoluminescent Materials","year":2025,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":3,"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":"Materials science; Photoluminescence; Optoelectronics","authors":[{"name":"Ahmed Olalekan Omoniyi","is_ca":false},{"name":"Adefarati Oloruntoba","is_ca":true},{"name":"Jamilu Tijjani Baraya","is_ca":false},{"name":"Mujahid Hassan Sani","is_ca":false},{"name":"Moses Kingsford Flomo","is_ca":false},{"name":"Zainab Abidemi Omoniyi","is_ca":false},{"name":"Abubakr A. Siddig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008734327415644047,"gpt":0.2030085846483677,"spread":0.1942742572327236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185669,0.0009734422,0.0006856436,0.001191561,0.0006443743,0.001742347,0.001452852,0.00102413,0.04362655],"category_scores_gemma":[0.0002759318,0.000672581,0.0003200522,0.001460555,0.000826164,0.0023794,0.000702062,0.00208194,0.02574178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008201091,"about_ca_system_score_gemma":0.0006250342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773756,"about_ca_topic_score_gemma":0.0009150386,"domain_scores_codex":[0.9997956,0.00001584317,0.000007188463,0.00003483286,0.000125391,0.00002115771],"domain_scores_gemma":[0.9999008,0.0000455498,0.000005892219,0.00001308948,0.00002690775,0.000007694128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003284986,0.0001359204,0.00006271685,0.001381761,0.000008420835,0.0002035499,0.0003696473,0.001507848,0.03264968,0.4606959,0.1457461,0.3572057],"study_design_scores_gemma":[0.000002698829,0.00001522482,0.00007804307,0.000128243,0.000002052012,0.0002607536,0.00002845242,0.0007338313,0.004923256,0.03883227,0.9549864,0.000008687038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00160085,0.08041901,0.06850035,0.001297142,0.00260278,0.0001403824,0.000451986,0.0008760339,0.8441115],"genre_scores_gemma":[0.01552504,0.06736335,0.06003179,0.001041295,0.0008952419,0.0002862841,0.0005864709,0.00042673,0.8538439],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04362655,"threshold_uncertainty_score":0.1459453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213314859","doi":"10.1007/978-3-030-85397-6_11","title":"Emerging Biomedical and Industrial Applications of Nanoporous Materials","year":2021,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":2,"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":"Nanoporous; Nanotechnology; Materials science; Characterization (materials science); Nanomaterials","authors":[{"name":"Neha Suvindran","is_ca":true},{"name":"Amir Servati","is_ca":true},{"name":"Peyman Servati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009834568111507803,"gpt":0.2086330685295028,"spread":0.198798500417995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002116957,0.0006223904,0.0004552354,0.0009304282,0.0003641078,0.001542965,0.0008784948,0.0010602,0.01561],"category_scores_gemma":[0.0001556288,0.000358999,0.0003145648,0.001019525,0.0004888999,0.001875272,0.0007105952,0.00123133,0.00529572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390154,"about_ca_system_score_gemma":0.0004007994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002898647,"about_ca_topic_score_gemma":0.001388295,"domain_scores_codex":[0.9998827,0.000008615897,0.000003928079,0.00001928334,0.00007247972,0.00001301883],"domain_scores_gemma":[0.9999067,0.00004970085,0.000006499938,0.00000631662,0.00001900438,0.0000118044],"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":[0.0000575514,0.0001983329,0.000140699,0.003502126,0.00002735703,0.000505635,0.0002504789,0.000990178,0.1877464,0.172868,0.105827,0.5278863],"study_design_scores_gemma":[0.000003813361,0.0000414496,0.0002002618,0.000289018,0.00001015026,0.0008433876,0.00006754814,0.0007799591,0.0218736,0.02545021,0.9504282,0.0000122489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00523286,0.5272347,0.03159139,0.002046334,0.003690613,0.00005907231,0.000257891,0.0004501626,0.429437],"genre_scores_gemma":[0.02465889,0.3693981,0.03744241,0.002155887,0.001889359,0.00007465729,0.000456869,0.0002067887,0.5637171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01561,"threshold_uncertainty_score":0.0522207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404433984","doi":"10.1007/978-981-97-6258-3_1","title":"Scalable and Cost-Effective Synthesis of 2D Materials","year":2024,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"2D Materials and Applications","field":"Materials Science","cited_by":0,"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":"Scalability; Materials science; Computer science; Database","authors":[{"name":"Krishna K. Yadav","is_ca":false},{"name":"Sunaina Sunaina","is_ca":true},{"name":"Supriya Rana","is_ca":false},{"name":"Sujit Kumar Guchhait","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008893258911026157,"gpt":0.215046311279974,"spread":0.2061530523689479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450383,0.0008596104,0.0006677175,0.0005698117,0.0003585138,0.0009682928,0.000937107,0.0006907794,0.01161694],"category_scores_gemma":[0.0001443032,0.0007285394,0.0004442375,0.0006576201,0.0002839876,0.001437273,0.001144062,0.001504747,0.006124917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448633,"about_ca_system_score_gemma":0.0003488656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002503595,"about_ca_topic_score_gemma":0.001342003,"domain_scores_codex":[0.9998479,0.000007419966,0.000005457247,0.00003402018,0.00008523977,0.00001999466],"domain_scores_gemma":[0.9999571,0.00001708045,0.00000429886,0.000008727124,0.000008173152,0.000004606637],"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":[0.00005089029,0.0001302345,0.00008626987,0.002009399,0.00003655293,0.0002336372,0.000117335,0.005806918,0.6533055,0.04476057,0.03885747,0.2546053],"study_design_scores_gemma":[0.00002617342,0.0001338085,0.0003073459,0.0001294832,0.00001754039,0.0005612431,0.00003612455,0.0146883,0.455781,0.01708912,0.5111886,0.00004129175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05745822,0.09443329,0.4151407,0.001560849,0.004287149,0.0005049237,0.004466,0.005065426,0.4170835],"genre_scores_gemma":[0.2115018,0.07819013,0.4475687,0.001823872,0.0008556722,0.001225847,0.005311812,0.001877754,0.2516444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01161694,"threshold_uncertainty_score":0.03886253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399263600","doi":"10.1007/978-3-031-54779-9_1","title":"Introduction to Quantum Dots Based Nanostructures","year":2024,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"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":"Quantum dot; Nanotechnology; Materials science; Nanostructure","authors":[{"name":"Sayan Ganguly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00730645202969011,"gpt":0.211596764799202,"spread":0.2042903127695119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116179,0.0007519657,0.0005866781,0.001166984,0.0006540692,0.00118764,0.0006500739,0.0007299362,0.06042358],"category_scores_gemma":[0.0001729368,0.0004209813,0.0003443116,0.001572122,0.0004518711,0.001535916,0.0007255718,0.001593526,0.02614553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000840343,"about_ca_system_score_gemma":0.0006288131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009208281,"about_ca_topic_score_gemma":0.003070778,"domain_scores_codex":[0.999873,0.000006211641,0.000003932658,0.00002445391,0.00008237917,0.00001003822],"domain_scores_gemma":[0.9999242,0.0000281114,0.000002912356,0.000007828172,0.0000285481,0.000008484509],"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":[0.0000286197,0.0001238842,0.00004964903,0.001145203,0.00001102313,0.0001678069,0.0002093125,0.001334487,0.02083929,0.1274978,0.3864609,0.462132],"study_design_scores_gemma":[0.000001189511,0.000008100385,0.00004685098,0.00007414955,0.000001660219,0.00009320291,0.00001258297,0.0002095432,0.001384163,0.008258746,0.9899058,0.000003919366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001321668,0.0835203,0.02740102,0.001536877,0.005146594,0.0001220392,0.000581988,0.0005988629,0.8797706],"genre_scores_gemma":[0.003530244,0.03846176,0.008551358,0.0008508127,0.0004808192,0.00008027337,0.0002844872,0.0002112545,0.947549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06042358,"threshold_uncertainty_score":0.202137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375933926","doi":"10.1007/978-3-031-31160-4_8","title":"Multi-criteria Decision-Making Analysis of Plastic Waste Gasification","year":2023,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Syngas; High-density polyethylene; Polyethylene; Materials science; Polyvinyl chloride; Polypropylene; Polystyrene; Waste management; Exergy efficiency; Composite material; Chemical engineering; Exergy; Hydrogen; Organic chemistry; Chemistry; Polymer; Engineering","authors":[{"name":"Rezgar Hasanzadeh","is_ca":false},{"name":"Ali Doniavi","is_ca":false},{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01536718198952535,"gpt":0.232486919827857,"spread":0.2171197378383316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003209856,0.001589832,0.002320332,0.001348199,0.0007510973,0.002373369,0.001608252,0.001576344,0.002643038],"category_scores_gemma":[0.003312752,0.0008536287,0.002339498,0.001544693,0.0008487178,0.001252498,0.001092216,0.001335975,0.0002245431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880751,"about_ca_system_score_gemma":0.001062714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007482744,"about_ca_topic_score_gemma":0.005858003,"domain_scores_codex":[0.9976484,0.001507218,0.00007569396,0.0001585416,0.0004155627,0.00019465],"domain_scores_gemma":[0.997352,0.002274265,0.00008000125,0.00003500309,0.0001985551,0.00006015883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001147098,0.00008486976,0.0002479438,0.0001571605,0.00008967367,0.0001037521,0.00003984303,0.9712086,0.000975917,0.003147883,0.0004407539,0.02338905],"study_design_scores_gemma":[0.000005913726,0.00006778119,0.0002072165,0.00001592029,0.00001610602,0.00001311497,0.00003013986,0.9951692,0.0005139755,0.00369208,0.0002564457,0.00001201859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1385233,0.004646385,0.8378159,0.0005396394,0.0002518062,0.0003145024,0.0002951226,0.0001523177,0.01746104],"genre_scores_gemma":[0.8886353,0.001667536,0.1000922,0.00007896105,0.0001056013,0.0003480591,0.0002260807,0.00006664582,0.008779527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007482744,"threshold_uncertainty_score":0.01697558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389202217","doi":"10.1007/978-3-031-45430-1_13","title":"Pseudocapacitive Materials for 3D Printed Supercapacitors","year":2023,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"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":"Supercapacitor; Nanotechnology; Materials science; 3D printing; Wearable technology; Wearable computer; Electronics; Energy storage; MXenes; Computer science; Engineering; Electrode; Electrical engineering; Capacitance; Embedded system; Composite material","authors":[{"name":"Arthi Gopalakrishnan","is_ca":true},{"name":"Vishnu Surendran","is_ca":true},{"name":"Venkataraman Thangadurai","is_ca":true},{"name":"Benjamin M. Tutolo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304924045075746,"gpt":0.2240455772431701,"spread":0.2009963367924126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007153018,0.0005938081,0.000310956,0.0005895782,0.0002742295,0.001164847,0.001061783,0.0006557864,0.01342325],"category_scores_gemma":[0.0001644548,0.0005613535,0.0003979975,0.0009346179,0.0002650187,0.001235542,0.0006030236,0.001138362,0.005636053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647286,"about_ca_system_score_gemma":0.0001353654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872158,"about_ca_topic_score_gemma":0.0008312826,"domain_scores_codex":[0.9998707,0.000004094108,0.000005857004,0.00002121348,0.00008950156,0.000008710456],"domain_scores_gemma":[0.9999419,0.00002137717,0.000005046833,0.00001187038,0.00001601658,0.000003796656],"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":[0.00005426372,0.00008546623,0.00006557712,0.001853941,0.00004285104,0.0004780764,0.0001347859,0.007426162,0.6050116,0.03510328,0.03594114,0.3138028],"study_design_scores_gemma":[0.00001398979,0.0001019352,0.0004646096,0.0001486157,0.00003326959,0.001338669,0.00005581649,0.02260093,0.5575649,0.01565318,0.4019588,0.00006524527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06716993,0.1032904,0.2686179,0.001149739,0.007708204,0.000187658,0.003049271,0.005020896,0.5438061],"genre_scores_gemma":[0.2429654,0.0490781,0.115995,0.001020531,0.0008964006,0.0003365738,0.002798327,0.001260315,0.5856494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01342325,"threshold_uncertainty_score":0.0449053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2218965790","doi":"10.1007/978-3-319-11262-6_7","title":"Erratum to: Biomedical Uses of Silver Nanoparticles: From Roman Wine Cups to Biomedical Devices","year":2015,"lang":"en","type":"erratum","venue":"Engineering materials","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Wine; Nanotechnology; Materials science; Nanoparticle; Art; Visual arts","authors":[{"name":"Hasitha de Alwis Weerasekera","is_ca":true},{"name":"May Griffith","is_ca":true},{"name":"Emilio I. Alarcón","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01832524470470127,"gpt":0.2139612499735788,"spread":0.1956360052688775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002091659,0.002104249,0.001501958,0.002810162,0.003644567,0.002732472,0.002085325,0.008796828,0.01748278],"category_scores_gemma":[0.01671856,0.0008934384,0.00121097,0.001402425,0.002000406,0.002174318,0.001742424,0.006988987,0.01606978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491312,"about_ca_system_score_gemma":0.004631549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160228,"about_ca_topic_score_gemma":0.01833987,"domain_scores_codex":[0.9967161,0.0002861559,0.0006623881,0.0002884159,0.001810735,0.0002361625],"domain_scores_gemma":[0.9923344,0.001917246,0.0006445856,0.0004034016,0.004311383,0.0003888608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004009298,0.00002136879,0.0000870904,0.0001307695,0.000006947078,0.0004808392,0.00003188642,0.00003703693,0.0001096466,0.0006680277,0.990679,0.007707354],"study_design_scores_gemma":[0.0000175478,0.00004476455,0.0006838246,0.0003091545,0.00002950897,0.0006102878,0.0001301462,0.0001299935,0.0006160682,0.0007313664,0.9966691,0.00002828081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003959232,0.003187145,0.0002899425,0.05795068,0.930097,0.00002591406,0.0002889479,0.0001264011,0.007638002],"genre_scores_gemma":[0.01296074,0.02294776,0.003665805,0.1830912,0.2777038,0.0001351452,0.001626863,0.0006350958,0.4972335],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01748278,"threshold_uncertainty_score":0.05848575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416242982","doi":"10.1007/978-3-032-02700-9_9","title":"High-Performance Textile Composites: Aerospace and Automobile Applications","year":2025,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Aerospace; Textile; Automotive industry; Component (thermodynamics); Aerospace materials","authors":[{"name":"Anurag Dixit","is_ca":false},{"name":"Dayanidhi Krishana Pathak","is_ca":false},{"name":"N. K. Sharma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007101562931297446,"gpt":0.2071519516060157,"spread":0.2000503886747183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365795,0.000777489,0.0003559249,0.001202424,0.0004266402,0.001526734,0.0006413828,0.0007908594,0.01901815],"category_scores_gemma":[0.0002148494,0.0003221778,0.0002482834,0.001716201,0.0003425721,0.001524288,0.0005866969,0.0009083296,0.007578041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160712,"about_ca_system_score_gemma":0.000308571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004712193,"about_ca_topic_score_gemma":0.001804645,"domain_scores_codex":[0.999792,0.0000136482,0.000004705129,0.00002148631,0.0001522915,0.0000158502],"domain_scores_gemma":[0.9998937,0.00004127087,0.000006875776,0.000009481252,0.00004014391,0.000008453993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000842028,0.0002557012,0.0001797325,0.001325221,0.00001386411,0.0002476258,0.0001949327,0.00203129,0.1202308,0.04616354,0.08068908,0.748584],"study_design_scores_gemma":[0.000005093324,0.0001236489,0.0009127245,0.0003706616,0.00001536406,0.0007386571,0.0001393099,0.002353444,0.0719171,0.01457603,0.9088286,0.00001934055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01537691,0.1818173,0.05249544,0.0008349377,0.002827901,0.0001218081,0.000400189,0.0007246106,0.7454008],"genre_scores_gemma":[0.04017113,0.07090948,0.02116641,0.0004516324,0.0004895607,0.00006168189,0.0004006425,0.0002762878,0.8660732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01901815,"threshold_uncertainty_score":0.06362206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375934637","doi":"10.1007/978-3-031-31160-4_6","title":"Evaluation of Air Polyurethane Foam Waste Gasification","year":2023,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"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":"Polyurethane; Waste management; Materials science; Syngas; Environmental science; Composite material; Hydrogen; Chemistry; Engineering; Organic chemistry","authors":[{"name":"Rezgar Hasanzadeh","is_ca":false},{"name":"Taher Azdast","is_ca":false},{"name":"Chul B. Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02218041252738118,"gpt":0.2107195637044142,"spread":0.1885391511770331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805201,0.0003772635,0.0003244015,0.0003385402,0.0002186534,0.0004454343,0.0003802592,0.0005990406,0.00146208],"category_scores_gemma":[0.0002309619,0.0001065133,0.0002991482,0.0003112965,0.0001930813,0.0004353827,0.0002817505,0.0002873577,0.0005170088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954952,"about_ca_system_score_gemma":0.0002547928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329544,"about_ca_topic_score_gemma":0.002097155,"domain_scores_codex":[0.9994643,0.00008070722,0.00001121768,0.00005062073,0.0003413185,0.00005184034],"domain_scores_gemma":[0.9998881,0.00003638535,0.000007714124,0.000007627837,0.00005274705,0.000007365504],"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":[0.0003144759,0.00009930164,0.0005454621,0.0001532171,0.000007440573,0.0000604478,0.00003883364,0.0009761449,0.9546998,0.0001767461,0.0001100365,0.04281815],"study_design_scores_gemma":[0.000001686171,0.0002581249,0.0006822277,0.000004979683,0.000005015098,0.00002381935,0.00001976721,0.001146683,0.9969784,0.00003066243,0.0008460336,0.000002629743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547299,0.00663027,0.01533088,0.00008417235,0.00007566866,0.0001101238,0.00043388,0.0001591073,0.02244603],"genre_scores_gemma":[0.9632574,0.003541863,0.008387397,0.00004292901,0.00001323564,0.00004717672,0.0005283089,0.00005112104,0.02413051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146208,"threshold_uncertainty_score":0.004891098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}