{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"5b4c133ad806","filters":{"venue":"Emergent Materials"}},"results":[{"id":"W2885488441","doi":"10.1007/s42247-018-0010-4","title":"Recent advances in electroless-plated Ni-P and its composites for erosion and corrosion applications: a review","year":2018,"lang":"en","type":"review","venue":"Emergent Materials","topic":"Electrodeposition and Electroless Coatings","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":"Dalhousie University","funders":"Qatar National Research Fund","keywords":"Corrosion; Materials science; Electroless plating; Coating; Metallurgy; Nickel; Nanocomposite; Plating (geology); Wear resistance; Composite material; Layer (electronics); Electroplating","authors":[{"name":"Eman M. Fayyad","is_ca":false},{"name":"Aboubakr M. Abdullah","is_ca":false},{"name":"Mohammad K. Hassan","is_ca":false},{"name":"Adel Mohamed Amer Mohamed","is_ca":false},{"name":"George Jarjoura","is_ca":true},{"name":"Zoheir Farhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01965649312023348,"gpt":0.3028639483161006,"spread":0.2832074551958672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003433189,0.0004118872,0.001249816,0.0001438124,0.0000938469,0.0000498985,0.0001267367,0.0001887807,0.00007842644],"category_scores_gemma":[0.00002135167,0.0003653139,0.00006000501,0.0002662018,0.00001657476,0.0001307059,0.00003934052,0.0001249698,0.00001866364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007965411,"about_ca_system_score_gemma":0.00002151817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.77474e-7,"about_ca_topic_score_gemma":0.00001014664,"domain_scores_codex":[0.9981695,0.0001017098,0.0008439014,0.0004101658,0.0001109482,0.0003637864],"domain_scores_gemma":[0.9994151,0.00004708136,0.0002202194,0.0001682163,0.00007244071,0.00007696923],"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":[0.00004231006,0.00006902644,0.000001252025,0.224035,0.00005963154,0.000001176676,0.00002811334,0.000003628414,0.1242903,0.0003657222,0.006446069,0.6446579],"study_design_scores_gemma":[0.0001949709,0.00009385301,5.892105e-7,0.02522287,0.0002318852,0.00002368425,6.22353e-7,0.00005335306,0.01039226,0.00004785185,0.9633549,0.0003831104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001279414,0.9962513,0.0003495244,0.00004765928,0.0001897022,0.002780884,0.0000838179,0.0001423204,0.00002681239],"genre_scores_gemma":[0.00003664547,0.9965354,0.0001294969,0.00008329289,0.0001267775,0.002271939,0.0007056697,0.00007953104,0.00003123486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9569089,"threshold_uncertainty_score":0.9998799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118702124","doi":"10.1007/s42247-020-00143-9","title":"An overview of the use of biomaterials, nanotechnology, and stem cells for detection and treatment of COVID-19: towards a framework to address future global pandemics","year":2021,"lang":"en","type":"review","venue":"Emergent Materials","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"Engineering and Physical Sciences Research Council","keywords":"Pandemic; Nanomedicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nanotechnology; 2019-20 coronavirus outbreak; Medicine; Outbreak; Disease; Engineering; Engineering ethics; Infectious disease (medical specialty); Virology; Materials science; Pathology","authors":[{"name":"Maryam Ghaffari","is_ca":false},{"name":"Maryam Mollazadeh-Bajestani","is_ca":false},{"name":"Fathollah Moztarzadeh","is_ca":false},{"name":"Hasan Uludağ","is_ca":true},{"name":"John G. Hardy","is_ca":false},{"name":"Masoud Mozafari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2528336890296928,"gpt":0.4261108744870957,"spread":0.1732771854574028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003160731,0.0003463135,0.002056848,0.0001147662,0.00005888665,0.00002092689,0.0001040449,0.0005868414,0.00002702377],"category_scores_gemma":[0.000254666,0.0002260084,0.0002324719,0.0003583634,0.00008499181,0.00003311526,0.0001011381,0.00003808942,2.58682e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531747,"about_ca_system_score_gemma":0.0002489487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003281601,"about_ca_topic_score_gemma":0.00005277729,"domain_scores_codex":[0.9979178,0.0002981073,0.001024201,0.000401712,0.0001622345,0.0001959358],"domain_scores_gemma":[0.99831,0.00009925071,0.0008353504,0.0005270091,0.0001336003,0.00009474842],"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":[0.0002047051,0.0002006993,0.00002622078,0.03328063,0.0005358307,0.000003708122,0.0001725253,5.972174e-7,0.5332914,0.0001853957,0.00003781838,0.4320605],"study_design_scores_gemma":[0.0004156369,0.0006164121,0.00001073241,0.004735437,0.001207264,0.00007671944,0.00006976631,0.000001195368,0.5850777,0.00002780175,0.407616,0.0001453189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3513086,0.6425261,0.0002150003,0.00005265638,0.00183222,0.002277213,0.001746656,0.00004120605,3.421428e-7],"genre_scores_gemma":[0.005778347,0.9922845,0.00128357,0.0001140488,0.0002397056,0.0002231515,0.00002998739,0.00004055009,0.000006159098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4319152,"threshold_uncertainty_score":0.9216356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104597341","doi":"10.1007/s42247-020-00136-8","title":"Targeting arachidonic acid–related metabolites in COVID-19 patients: potential use of drug-loaded nanoparticles","year":2020,"lang":"en","type":"review","venue":"Emergent Materials","topic":"Eicosanoids and Hypertension Pharmacology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"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":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Endogeny; Coronavirus disease 2019 (COVID-19); Coronavirus; Drug; Medicine; Pandemic; Inflammation; Arachidonic acid; Disease; Pharmacology; Immunology; Biology; Infectious disease (medical specialty); Internal medicine; Enzyme; Biochemistry","authors":[{"name":"Sherif M. Shoieb","is_ca":true},{"name":"Mahmoud A. El‐Ghiaty","is_ca":true},{"name":"Ayman O.S. El‐Kadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03355077083127594,"gpt":0.3124762235941964,"spread":0.2789254527629205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003412614,0.0004302445,0.001559985,0.0001257696,0.00005947933,0.00003615563,0.0002946618,0.0003543004,0.0009324661],"category_scores_gemma":[0.0004870364,0.0003636176,0.0003214406,0.0001929476,0.00007633704,0.00001136614,0.0003496299,0.0001384877,0.0000407705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706677,"about_ca_system_score_gemma":0.0002481989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004316084,"about_ca_topic_score_gemma":0.000002626345,"domain_scores_codex":[0.996519,0.0008508014,0.001454982,0.0006210154,0.000171638,0.0003825153],"domain_scores_gemma":[0.9987097,0.00002558342,0.0006839249,0.0002869807,0.00008498271,0.000208852],"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":[0.00009060017,0.0002110997,0.00002288124,0.002566,0.0003188508,0.0000248469,0.00003519931,0.00001504298,0.9827924,0.00002173596,0.00690419,0.006997173],"study_design_scores_gemma":[0.0007386785,0.00007883075,0.000009051523,0.000280193,0.000525277,0.000006013364,0.000008939427,0.000001952847,0.2075673,0.00001343372,0.7904176,0.0003527696],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1883846,0.8092463,0.000004404815,0.00008381852,0.001085542,0.0006928344,0.0004830509,0.00001694392,0.000002495487],"genre_scores_gemma":[0.0265147,0.9699187,0.0001239148,0.0003297432,0.0001939426,0.0000979367,0.002694681,0.00006559077,0.00006075851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7835134,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885358665","doi":"10.1007/s42247-018-0006-0","title":"Evaluation of new ion exchange resins for hardness removal from boiler feedwater","year":2018,"lang":"en","type":"article","venue":"Emergent Materials","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Boiler feedwater; Magnesium; Effluent; Ion-exchange resin; Boiler (water heating); Chemistry; Adsorption; Calcium; Boiler water; Ion exchange; Resin acid; Pulp and paper industry; Waste management; Ion; Inorganic chemistry; Organic chemistry","authors":[{"name":"Arnold Janson","is_ca":false},{"name":"Joel Minier-Matar","is_ca":false},{"name":"Eman AlShamari","is_ca":false},{"name":"Ramesh Sharma","is_ca":false},{"name":"David A. Rowley","is_ca":true},{"name":"Samer Adham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08650870379833646,"gpt":0.3269018785894322,"spread":0.2403931747910957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001095584,0.0001416899,0.0002256372,0.00009369767,0.0000359403,0.00002641302,0.0001163358,0.0001015676,0.01409636],"category_scores_gemma":[0.00007004411,0.0001362356,0.00004619621,0.00007421643,0.00001844446,0.0001414671,0.00002035102,0.00001918203,0.000131882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006457533,"about_ca_system_score_gemma":0.00003540261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142575,"about_ca_topic_score_gemma":0.00003648311,"domain_scores_codex":[0.9987003,0.0001022431,0.0004475962,0.000182184,0.0004037733,0.0001638726],"domain_scores_gemma":[0.999229,0.00001240026,0.00009153561,0.0002959277,0.0003164002,0.00005471324],"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":[0.000052646,0.00001007308,0.000003149448,0.00004930281,0.00003306418,1.420286e-7,0.0003876219,0.00004642054,0.8737703,0.00003798526,0.1236936,0.00191568],"study_design_scores_gemma":[0.000495581,0.00005043164,0.0002551821,0.00004217172,0.00007277292,4.428017e-7,0.00001057931,0.001074993,0.9256107,0.0009258692,0.07132311,0.0001381594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819454,0.0001702252,0.01173197,0.000090827,0.004094285,0.0007637191,0.0001900894,0.0002724288,0.0007410692],"genre_scores_gemma":[0.9904019,0.00006469157,0.006005142,0.00005023695,0.001800789,0.0001818236,0.000371642,0.00006374237,0.001060039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0523705,"threshold_uncertainty_score":0.9868049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390444726","doi":"10.1007/s42247-023-00607-8","title":"Review on mechanical and functional properties of refractory high-entropy alloy films by magnetron sputtering","year":2023,"lang":"en","type":"article","venue":"Emergent Materials","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Centre for Excellence in Mining Innovation","funders":"Université de Technologie de Troyes","keywords":"Materials science; Sputter deposition; Microstructure; Alloy; High entropy alloys; Refractory (planetary science); Ductility (Earth science); Sputtering; Metallurgy; Corrosion; Hardening (computing); Engineering physics; Composite material; Creep; Nanotechnology; Thin film; Engineering","authors":[{"name":"Mohamed El Garah","is_ca":true},{"name":"D. Soubane","is_ca":true},{"name":"Frédéric Sanchette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251709816800309,"gpt":0.2170786886429528,"spread":0.1945615904749497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000229788,0.0001976291,0.0003811187,0.00005970899,0.0000487356,0.00001347198,0.00007703777,0.00005104056,0.001572309],"category_scores_gemma":[0.00006247289,0.0001647899,0.00003615957,0.0001128474,0.00002779728,0.00006877927,0.0000900378,0.00005892276,0.0002158171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002938888,"about_ca_system_score_gemma":0.000004817033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101628,"about_ca_topic_score_gemma":0.000001318707,"domain_scores_codex":[0.9988071,0.00005317807,0.0004585399,0.0002031525,0.0002199575,0.0002580347],"domain_scores_gemma":[0.9996573,0.00001720563,0.00006137209,0.0001785909,0.00003153896,0.00005399851],"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":[0.00002323403,0.00001591729,0.000004888758,0.001393165,0.00006734293,0.000001799606,0.0000182911,0.000130286,0.8482535,0.000204207,0.1498363,0.00005108641],"study_design_scores_gemma":[0.0003240598,0.0001581758,0.0006952498,0.001153287,0.0000580997,0.000001973649,0.00002001776,0.0001166814,0.9392926,0.00002372697,0.05787802,0.0002780745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896539,0.007354485,0.0000184588,0.0003509975,0.001877132,0.0002939421,0.00009530177,0.0003200043,0.00003578814],"genre_scores_gemma":[0.9479689,0.0509486,0.0000985515,0.0001199357,0.0001599331,0.0001091394,0.00008199762,0.00005531527,0.0004576332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09195825,"threshold_uncertainty_score":0.9993404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964751664","doi":"10.1007/s42247-019-00044-6","title":"A bilayered dense collagen/chitosan hydrogel to model the osteochondral interface","year":2019,"lang":"en","type":"article","venue":"Emergent Materials","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":16,"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; McGill University","keywords":"Aggrecan; Glycosaminoglycan; Chondrogenesis; Extracellular matrix; Cartilage; Type II collagen; Scaffold; Chemistry; Alkaline phosphatase; Matrix (chemical analysis); Tissue engineering; Biomedical engineering; Chitosan; Cell biology; Materials science; Anatomy; Osteoarthritis; Pathology; Articular cartilage; Biochemistry; Biology; Medicine; Enzyme","authors":[{"name":"Florencia Chicatun","is_ca":true},{"name":"Ehsan Rezabeigi","is_ca":true},{"name":"Naser Muja","is_ca":true},{"name":"Mari T. Kaartinen","is_ca":true},{"name":"Marc D. McKee","is_ca":true},{"name":"Showan N. Nazhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01635255103389387,"gpt":0.2704775451935097,"spread":0.2541249941596159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001446954,0.0002382612,0.0003900443,0.00007383636,0.00007867064,0.00004319913,0.0001498513,0.00008376428,0.003076375],"category_scores_gemma":[0.00002784603,0.0001584421,0.0001014391,0.0001322598,0.00001650994,0.00005936369,0.0001263692,0.00004070126,0.00226831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535663,"about_ca_system_score_gemma":0.0000604901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211692,"about_ca_topic_score_gemma":0.00001741127,"domain_scores_codex":[0.9985945,0.0000502866,0.0003588698,0.0003471134,0.0002756209,0.0003736015],"domain_scores_gemma":[0.9991218,0.0000146018,0.00007664815,0.0005614306,0.00003714803,0.0001883864],"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":[0.000511952,0.00008001445,0.0001025577,0.00002762823,0.00004394375,0.00001590443,0.0007386526,0.00009048323,0.9938793,0.0002524539,0.004023217,0.0002339635],"study_design_scores_gemma":[0.001876503,0.00105062,0.0000689857,0.00009445912,0.00009704191,0.00004229034,0.0001675477,0.00009396243,0.9932055,0.0001638945,0.002953809,0.0001853975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930326,0.0002044773,0.00005024746,0.00119792,0.002067833,0.001873888,0.00007805062,0.00009597543,0.001398979],"genre_scores_gemma":[0.9850919,0.00002549161,0.0006338797,0.0007147297,0.0001959431,0.00009100662,0.00004207029,0.00004878156,0.01315614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175716,"threshold_uncertainty_score":0.9985085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292791010","doi":"10.1007/s42247-022-00399-3","title":"Half-metallic ferrimagnetic characteristics of novel Ti2-based ternary Heusler alloys: DFT calculations","year":2022,"lang":"en","type":"article","venue":"Emergent Materials","topic":"Heusler alloys: electronic and magnetic properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MPB Technologies & Communications (Canada)","funders":"","keywords":"Materials science; Ferrimagnetism; Ternary operation; Condensed matter physics; Thermoelectric effect; Seebeck coefficient; Fermi level; Heusler compound; Density functional theory; Thermoelectric materials; Curie temperature; Thermodynamics; Thermal conductivity; Magnetization; Ferromagnetism; Metallurgy; Chemistry; Metal; Computational chemistry; Composite material; Magnetic field; Physics","authors":[{"name":"M. Drief","is_ca":false},{"name":"H. Rached","is_ca":false},{"name":"Ali Bentouaf","is_ca":false},{"name":"Y. Guermit","is_ca":false},{"name":"D. Rached","is_ca":false},{"name":"Brahim Aïssa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02502102281045065,"gpt":0.2434717205561934,"spread":0.2184506977457427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007955275,0.0003167115,0.0005978288,0.0001495897,0.0003205578,0.00007150412,0.0006320246,0.00006663042,0.05304993],"category_scores_gemma":[0.00008874695,0.0002972517,0.0001315368,0.0002004807,0.0001476648,0.0001417058,0.0003981041,0.0001195713,0.0001858822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163283,"about_ca_system_score_gemma":0.0002754573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008503907,"about_ca_topic_score_gemma":0.00002332182,"domain_scores_codex":[0.9969499,0.0002688988,0.001002513,0.0004907796,0.000667195,0.0006207468],"domain_scores_gemma":[0.9987198,0.00004526465,0.0003758089,0.0006061397,0.0001168751,0.0001361766],"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":[0.0001164938,0.000470579,0.00009378335,0.00009507364,0.00002727928,0.000007096079,0.0002271041,0.0003233246,0.9960907,0.001228133,0.001157396,0.0001630642],"study_design_scores_gemma":[0.001532628,0.0008381021,0.004772638,0.00004227731,0.0001707288,0.00002265159,0.000140102,0.001065357,0.9326934,0.0001484989,0.05786369,0.0007099168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943469,0.0003255355,0.0007707856,0.0007722351,0.002130273,0.000547724,0.0004924007,0.000135884,0.0004782433],"genre_scores_gemma":[0.99507,0.00003507304,0.001554464,0.0003038323,0.0001549067,0.0003189853,0.0002028124,0.00006059073,0.002299357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06339727,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408985928","doi":"10.1007/s42247-025-01077-w","title":"Potential for carbon sequestration in modern cementitious materials","year":2025,"lang":"en","type":"article","venue":"Emergent Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cementitious; Carbon sequestration; Carbon fibers; Environmental science; Materials science; Chemistry; Carbon dioxide; Metallurgy; Cement; Composite material","authors":[{"name":"Waqas Latif Baloch","is_ca":true},{"name":"Hocine Siad","is_ca":true},{"name":"Mohamed Lachemi","is_ca":true},{"name":"Mustafa Şahmaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01320540569668124,"gpt":0.2665624593664361,"spread":0.2533570536697549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004377545,0.000189249,0.0003018522,0.0002066446,0.00004563773,0.0001451464,0.0001545089,0.0001044821,0.001300574],"category_scores_gemma":[0.00001741014,0.0002044299,0.00003616754,0.0001156305,0.00001484024,0.0001101253,0.00005307469,0.00003195378,0.00001655314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009885856,"about_ca_system_score_gemma":0.00003331589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687273,"about_ca_topic_score_gemma":0.00002924878,"domain_scores_codex":[0.9985621,0.00006918283,0.0005729841,0.0002335592,0.0001582683,0.0004039214],"domain_scores_gemma":[0.9996549,0.00001114989,0.00003649651,0.0002132275,0.00004723654,0.00003695613],"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":[0.00008895389,0.00001639128,0.00001599586,0.0003899202,0.00004508191,0.000004045719,0.00005069891,0.0009217261,0.9964103,0.0007032237,0.001114808,0.0002388579],"study_design_scores_gemma":[0.0007098454,0.00003374433,0.000279714,0.00005945823,0.00002274295,4.89905e-7,0.0000240628,0.001672272,0.9941559,0.001999293,0.0008555662,0.0001869257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927149,0.0001147136,0.00127147,0.0000998033,0.003461219,0.0008858262,0.0001623067,0.0001570541,0.001132636],"genre_scores_gemma":[0.9980411,0.000242993,0.0001031695,0.00002667704,0.0002400653,0.0004972725,0.0002964968,0.00003265049,0.0005195708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005326133,"threshold_uncertainty_score":0.9996124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408311409","doi":"10.1007/s42247-025-01053-4","title":"Modeling and analysis of air filtration performance of a novel nanofiber electrospun nanocomposite filter of thermoplastic polyurethane, graphene oxide, and cellulose nanocrystal","year":2025,"lang":"en","type":"article","venue":"Emergent Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocomposite; Thermoplastic polyurethane; Graphene; Nanofiber; Composite material; Cellulose; Polyurethane; Filtration (mathematics); Oxide; Thermoplastic; Nanocrystal; Nanotechnology; Chemical engineering; Elastomer","authors":[{"name":"Kelton C. Ireland","is_ca":true},{"name":"Gobinda C. Saha","is_ca":true},{"name":"Muhammad T. Afzal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007881972171217378,"gpt":0.2352895666603501,"spread":0.2274075944891327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004570489,0.0001965078,0.0006259305,0.0003866285,0.00006787719,0.00001446036,0.0001896102,0.0001125723,0.0002144451],"category_scores_gemma":[0.00001718089,0.0001711555,0.00008036774,0.0008954983,0.0001738737,0.0001185985,0.0001097663,0.00003661873,6.765081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002717104,"about_ca_system_score_gemma":0.00005158795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295152,"about_ca_topic_score_gemma":0.00001874869,"domain_scores_codex":[0.9981267,0.00006883821,0.0009143801,0.0003575453,0.0002803589,0.0002522065],"domain_scores_gemma":[0.9990472,0.00007685157,0.0003519602,0.0003055411,0.0001625015,0.00005597575],"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":[0.0001737671,0.0001375906,0.000794437,0.0002819501,0.0002076209,1.097059e-7,0.0001187721,0.0002925753,0.9967747,0.001151285,0.00002493216,0.00004230129],"study_design_scores_gemma":[0.0004077902,0.000117946,0.003936786,0.0000933006,0.0005251411,0.000001538106,0.000007304086,0.008757249,0.9858683,0.000140053,0.000009966131,0.0001346636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756945,0.0003189521,0.02318977,0.00007652876,0.0001347806,0.0003125837,0.0002167331,0.00002023026,0.00003591602],"genre_scores_gemma":[0.9865155,0.0002038567,0.0129971,0.00003051806,0.00001114648,0.00004189119,0.00006896866,0.00001233131,0.0001187215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109064,"threshold_uncertainty_score":0.6979519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}