{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"87cda1c44f49","filters":{"venue":"Materials Today Sustainability"}},"results":[{"id":"W2983329882","doi":"10.1016/j.mtsust.2019.100028","title":"Chemical and physical modifications of starch for renewable polymeric materials","year":2019,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":277,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biopolymer; Raw material; Renewable resource; Biodegradation; Renewable energy; Starch; Polymer science; Polymer; Natural polymers; Bioplastic; Materials science; Plasticizer; Waste management; Pulp and paper industry; Chemical engineering; Chemistry; Organic chemistry; Composite material; Engineering","authors":[{"name":"Ewomazino Ojogbo","is_ca":true},{"name":"Emmanuel O. Ogunsona","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148429083638849,"gpt":0.2534505804244706,"spread":0.2386076720605856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001961477,0.0003121117,0.0001115368,0.0002079465,0.00009136026,0.0002722099,0.0001506766,0.0002303977,0.0009965195],"category_scores_gemma":[0.0002522839,0.0001404437,0.000276468,0.0001621968,0.0002480125,0.0004168484,0.0001899821,0.000473033,0.0002744612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209287,"about_ca_system_score_gemma":0.0001296868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335827,"about_ca_topic_score_gemma":0.0003066869,"domain_scores_codex":[0.9999018,0.00001632128,0.00001299543,0.00001656713,0.00003109279,0.0000212106],"domain_scores_gemma":[0.9999171,0.00001466025,0.00002473495,0.00001656517,0.00001243608,0.00001443796],"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":[0.00005572008,0.00003318607,0.00009460236,0.00007017831,0.00000649682,0.00006615895,0.00001784399,0.0002040819,0.9928739,0.0008412362,0.00005086854,0.005685601],"study_design_scores_gemma":[0.000007215652,0.0002746901,0.0006580379,0.000006142579,0.000008339967,0.0001023734,0.00001417593,0.0002721356,0.9954027,0.0001836824,0.003064261,0.000006253959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974524,0.006314424,0.01145407,0.000209161,0.0002052188,0.00005498142,0.0001263165,0.00008148448,0.007030266],"genre_scores_gemma":[0.9894283,0.002060315,0.004974104,0.0000612732,0.00002959367,0.00002519008,0.00009269924,0.00003413677,0.003294342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009965195,"threshold_uncertainty_score":0.003333747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152650682","doi":"10.1016/j.mtsust.2021.100066","title":"Novel rare earth metal–doped one-dimensional TiO2 nanostructures: Fundamentals and multifunctional applications","year":2021,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":150,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Universiteit van die Vrystaat; Department of Science and Technology, Ministry of Science and Technology, India; Fonds de recherche du Québec – Nature et technologies; National Research Foundation","keywords":"Materials science; Nanomaterials; Nanotechnology; Photocatalysis; Doping; Band gap; Photon upconversion; Titanium dioxide; Water splitting; Nanocomposite; Nanowire; Optoelectronics; Chemistry; Catalysis","authors":[{"name":"Jai Prakash","is_ca":false},{"name":"Ajay Kumar","is_ca":false},{"name":"Hongliu Dai","is_ca":true},{"name":"Bruno C. Janegitz","is_ca":false},{"name":"Venkata Krishnan","is_ca":false},{"name":"H.C. Swart","is_ca":false},{"name":"Shuhui Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01298177246436758,"gpt":0.2692340681890009,"spread":0.2562522957246333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007926009,0.0001811434,0.0001158653,0.00009993013,0.0001510242,0.0003686517,0.0003089687,0.0003318919,0.0006029774],"category_scores_gemma":[0.00007956997,0.0001331818,0.0001214817,0.00008103075,0.0001687317,0.0003651323,0.000178446,0.0002487599,0.0002137807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496849,"about_ca_system_score_gemma":0.00009599909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539754,"about_ca_topic_score_gemma":0.0006689398,"domain_scores_codex":[0.9999559,0.000003492988,0.000002564587,0.00001416619,0.00001446274,0.000009453338],"domain_scores_gemma":[0.9999726,0.00000491359,0.000005345414,0.000004726434,0.000006107717,0.00000634964],"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":[0.00001967302,0.00001223332,0.00006099007,0.00006258765,0.000003216313,0.00006576731,0.00003155652,0.0001576271,0.9956259,0.00157363,0.0001731611,0.002213576],"study_design_scores_gemma":[0.000007601664,0.0001030019,0.0006312907,0.000006233346,0.000007666693,0.0002876889,0.00003146748,0.004494498,0.9844893,0.000454712,0.009476846,0.000009665856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466399,0.008153886,0.02191617,0.0004635775,0.0001978884,0.00002984859,0.0001531282,0.0002715878,0.02217406],"genre_scores_gemma":[0.9825224,0.001525428,0.01019338,0.00006869885,0.0000300298,0.00001802607,0.00008432016,0.0000278018,0.005529985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006029774,"threshold_uncertainty_score":0.0020172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294993074","doi":"10.1016/j.mtsust.2022.100233","title":"Wearable and flexible electrodes in nanogenerators for energy harvesting, tactile sensors, and electronic textiles: novel materials, recent advances, and future perspectives","year":2022,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Wearable computer; Energy harvesting; Wearable technology; Tactile sensor; Nanotechnology; Electronics; Materials science; Electrode; Computer science; Energy (signal processing); Electrical engineering; Engineering; Embedded system; Physics; Artificial intelligence","authors":[{"name":"Roohollah Bagherzadeh","is_ca":false},{"name":"Saeid Abrishami","is_ca":false},{"name":"Armineh Shirali","is_ca":false},{"name":"Amin Reza Rajabzadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005060710250024041,"gpt":0.2168471154494577,"spread":0.2117864051994336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006945378,0.000610409,0.0006397076,0.0008660746,0.0002127776,0.001001438,0.0004682698,0.001197548,0.00185706],"category_scores_gemma":[0.0003787832,0.0004010022,0.0005339821,0.001061886,0.0005160646,0.002037531,0.0005500105,0.0010467,0.0007743769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273598,"about_ca_system_score_gemma":0.0002499436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017199,"about_ca_topic_score_gemma":0.0004617731,"domain_scores_codex":[0.9997565,0.00004250646,0.00002543643,0.00006051835,0.00008471876,0.00003037585],"domain_scores_gemma":[0.9998056,0.0001053666,0.00003002516,0.000008495727,0.00003859956,0.00001189943],"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":[0.0001603882,0.0002706996,0.0007873272,0.02507609,0.0001331224,0.001401853,0.0005883456,0.002400457,0.2965013,0.05478525,0.009590808,0.6083043],"study_design_scores_gemma":[0.00003329432,0.0009092784,0.001879663,0.00244705,0.0001843288,0.003355981,0.0004676027,0.003457178,0.1288304,0.02019792,0.8381297,0.0001075948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006828147,0.9792524,0.00668388,0.001013642,0.0005099737,0.00001726334,0.00002950141,0.00003282481,0.005632406],"genre_scores_gemma":[0.04903474,0.9324529,0.01009897,0.0008116466,0.000658763,0.00004805452,0.00006182999,0.00001955138,0.006813618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00185706,"threshold_uncertainty_score":0.006212533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400146070","doi":"10.1016/j.mtsust.2024.100900","title":"Recent progress on advanced solid adsorbents for CO2 capture: From mechanism to machine learning","year":2024,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Iran University of Science and Technology","keywords":"Mechanism (biology); Solid surface; Adsorption; Computer science; Nanotechnology; Materials science; Chemistry; Physics; Chemical physics; Physical chemistry","authors":[{"name":"Mobin Safarzadeh Khosrowshahi","is_ca":false},{"name":"Amirhossein Afshari Aghajari","is_ca":false},{"name":"Mohammad Rahimi","is_ca":true},{"name":"Farid Maleki","is_ca":false},{"name":"Elahe Ghiyabi","is_ca":false},{"name":"A Rezanezhad","is_ca":false},{"name":"Ali Bakhshi","is_ca":false},{"name":"Ehsan Salari","is_ca":false},{"name":"Hadi Shayesteh","is_ca":false},{"name":"Hadi Mohammadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007362391196978358,"gpt":0.2547493777845604,"spread":0.247386986587582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269973,0.0005813756,0.0006133079,0.0008265096,0.0002526575,0.001459195,0.0006389512,0.0009466034,0.002073277],"category_scores_gemma":[0.001180418,0.0002318499,0.0004860647,0.001002665,0.0007046004,0.001864104,0.0007071701,0.000990113,0.0006371023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424439,"about_ca_system_score_gemma":0.0008478768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007001904,"about_ca_topic_score_gemma":0.001040382,"domain_scores_codex":[0.9996692,0.00006514941,0.00002469686,0.0000862724,0.0001077876,0.00004700213],"domain_scores_gemma":[0.9989374,0.0006015053,0.00009952515,0.00008506962,0.0002293281,0.00004706367],"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":[0.0007081777,0.0006925866,0.003826483,0.01350861,0.0002693749,0.0002268241,0.0002508404,0.009629637,0.2677368,0.02632844,0.006960136,0.669862],"study_design_scores_gemma":[0.00006685961,0.00211013,0.00533888,0.0009940886,0.0004120864,0.0007130237,0.0003568232,0.049823,0.5913704,0.02022482,0.3284611,0.0001288185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1484576,0.7568744,0.0609238,0.006636577,0.0008742801,0.00009256002,0.0003305167,0.0004835099,0.02532681],"genre_scores_gemma":[0.4453568,0.5119616,0.03034697,0.001589555,0.001234183,0.00008036945,0.0006398906,0.00007058328,0.008719903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002073277,"threshold_uncertainty_score":0.006935835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386192168","doi":"10.1016/j.mtsust.2023.100512","title":"A novel bimetallic (Au-Pd)-decorated reduced graphene oxide nanocomposite enhanced Rhodamine B photocatalytic degradation under solar irradiation","year":2023,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bimetallic strip; Rhodamine B; Graphene; Photocatalysis; Nanomaterials; Materials science; Catalysis; Oxide; Degradation (telecommunications); X-ray photoelectron spectroscopy; Nanocomposite; Raman spectroscopy; Chemical engineering; Nanoparticle; Nuclear chemistry; Chemistry; Nanotechnology; Organic chemistry; Metallurgy","authors":[{"name":"Abbas Al‐Nayili","is_ca":false},{"name":"Hadeel A. Khayoon","is_ca":false},{"name":"Hassan Abbas Alshamsi","is_ca":false},{"name":"Noori M. Cata Saady","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01559371706347281,"gpt":0.2794716918702545,"spread":0.2638779748067817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005923351,0.000220069,0.0001884541,0.0001827471,0.0001186706,0.000271783,0.0003961356,0.0003948759,0.0007331504],"category_scores_gemma":[0.0000880411,0.0001348372,0.0001861574,0.0001106796,0.0001095828,0.0002453115,0.0001570873,0.0002510867,0.000280028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686659,"about_ca_system_score_gemma":0.0001060073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000580558,"about_ca_topic_score_gemma":0.001151145,"domain_scores_codex":[0.9999387,0.000004645347,0.000004035844,0.00001701802,0.00002134831,0.00001421762],"domain_scores_gemma":[0.9999672,0.000004412999,0.000007283595,0.000004384273,0.000007747612,0.000008969028],"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":[0.00005185281,0.0000223892,0.00004297794,0.00003992056,0.000004181598,0.00007956372,0.000008709267,0.00007105373,0.9973792,0.00006482311,0.00007507432,0.002160302],"study_design_scores_gemma":[0.000006045814,0.000117121,0.000630427,0.000001673802,0.0000121118,0.0001247809,0.000009508425,0.002361678,0.9956421,0.0000179403,0.001070278,0.000006371418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891466,0.0008294668,0.00608349,0.0001154502,0.00006328798,0.00002422517,0.0001242666,0.0003675864,0.003245625],"genre_scores_gemma":[0.9935575,0.0002005994,0.003257011,0.00002937799,0.00000550744,0.000006695114,0.00006943336,0.00001636559,0.002857626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007331504,"threshold_uncertainty_score":0.002452612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405739947","doi":"10.1016/j.mtsust.2024.101067","title":"Exploring the pathways to sustainability: A comprehensive review of biodegradable plastics in the circular economy","year":2024,"lang":"en","type":"review","venue":"Materials Today Sustainability","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Algoma University","keywords":"Circular economy; Sustainability; Business; Ecology; Biology","authors":[{"name":"Fazal Haq","is_ca":false},{"name":"Mehwish Kiran","is_ca":false},{"name":"Iffat Ayesha Khan","is_ca":false},{"name":"Sahid Mehmood","is_ca":false},{"name":"Tariq Aziz","is_ca":false},{"name":"Muhammad Haroon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06347526561011906,"gpt":0.2847206087723195,"spread":0.2212453431622005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005979431,0.001061709,0.001038984,0.002227556,0.0004748088,0.00208635,0.0005985963,0.001104294,0.003636583],"category_scores_gemma":[0.0009706611,0.0003053466,0.0005620546,0.003364597,0.0006863091,0.002818227,0.0009392988,0.001527741,0.0009854101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736468,"about_ca_system_score_gemma":0.002561096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348262,"about_ca_topic_score_gemma":0.002380966,"domain_scores_codex":[0.9996732,0.00007954567,0.00004106322,0.00005298576,0.0001135976,0.00003949327],"domain_scores_gemma":[0.9995315,0.0002594224,0.00007501459,0.00001348784,0.00008777106,0.0000327711],"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":[0.00005891373,0.00009833401,0.0003186526,0.07318826,0.0001457231,0.0003957384,0.0004835235,0.001732218,0.005302792,0.04713089,0.04030432,0.8308407],"study_design_scores_gemma":[0.000001984258,0.00005329792,0.0003297323,0.006652267,0.00006408841,0.0003317279,0.0001916756,0.000106251,0.000735972,0.004434051,0.9870816,0.00001740769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002961961,0.9966553,0.0003690427,0.0004448088,0.0002738731,0.000004404764,0.0000190881,0.000008070261,0.001929113],"genre_scores_gemma":[0.001355711,0.9974186,0.0003262721,0.0001813529,0.0001461974,0.000005597035,0.00002118755,0.00000248143,0.0005426312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003636583,"threshold_uncertainty_score":0.01216555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362672254","doi":"10.1016/j.mtsust.2023.100403","title":"Amphiphilic polyimide-graphene nanoplatelet aerogel composites with high mechanical stability and enhanced thermal insulation properties for oil sorption applications","year":2023,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Aerogels and thermal insulation","field":"Chemistry","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aerogel; Materials science; Composite material; Polyimide; Thermal stability; Supercritical drying; Thermal conductivity; Sorption; Polymer; Shrinkage; Nanocomposite; Chemical engineering; Organic chemistry; Layer (electronics); Chemistry","authors":[{"name":"Omid Aghababaei Tafreshi","is_ca":true},{"name":"Shahriar Ghaffari‐Mosanenzadeh","is_ca":true},{"name":"Zeineb Ben Rejeb","is_ca":true},{"name":"Zia Saadatnia","is_ca":true},{"name":"Mohammad Mahdi Rastegardoost","is_ca":true},{"name":"Chao Zhang","is_ca":true},{"name":"Chul B. Park","is_ca":true},{"name":"Hani E. Naguib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01516749431807913,"gpt":0.2296192374548064,"spread":0.2144517431367272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008736076,0.0003655769,0.0001193049,0.0002670756,0.0001870497,0.0002305291,0.0001525931,0.0003058107,0.001367979],"category_scores_gemma":[0.0001374541,0.0001774554,0.0001945727,0.0002030324,0.0001670629,0.0003650864,0.0002211244,0.000502535,0.0002776299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868171,"about_ca_system_score_gemma":0.0001246653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003816803,"about_ca_topic_score_gemma":0.001740799,"domain_scores_codex":[0.9999411,0.000003547503,0.000003620695,0.00001236364,0.0000203636,0.00001897832],"domain_scores_gemma":[0.9999077,0.00001365943,0.00002412757,0.000009357815,0.00002027029,0.00002490942],"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":[0.00002973654,0.00001189043,0.00005326825,0.00003352421,0.000003367309,0.00004565196,0.00001268452,0.0001336175,0.9984181,0.0001131443,0.00006410419,0.001080858],"study_design_scores_gemma":[0.000006300591,0.00009380565,0.001659564,0.00000367128,0.00001237991,0.00007193303,0.00001817843,0.001157275,0.9954128,0.00004072608,0.001513132,0.00001033944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932898,0.0005903393,0.002921798,0.00007097692,0.0000511933,0.00001576051,0.0001700583,0.0001470324,0.002743044],"genre_scores_gemma":[0.9948554,0.0003364124,0.002515513,0.00002983888,0.00001239229,0.0000143698,0.0001739115,0.00003465139,0.00202752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367979,"threshold_uncertainty_score":0.004576385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155480583","doi":"10.1016/j.mtsust.2021.100067","title":"Stability of nitrile and vinyl latex gloves under repeated disinfection cycles","year":2021,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Bleach; Sterilization (economics); Dry heat; Waste management; Economic shortage; Vinyl chloride; Pulp and paper industry; Chemistry; Materials science; Composite material; Organic chemistry; Polymer","authors":[{"name":"Elnaz Esmizadeh","is_ca":true},{"name":"Boon Peng Chang","is_ca":true},{"name":"Dylan Jubinville","is_ca":true},{"name":"Curtis Seto","is_ca":true},{"name":"Ewomazino Ojogbo","is_ca":true},{"name":"Costas Tzoganakis","is_ca":true},{"name":"Tizazu H. Mekonnen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120889617699966,"gpt":0.2735913335971398,"spread":0.2623824374201401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000806648,0.0004238906,0.0003251611,0.0003648279,0.0004241038,0.0008824482,0.0003705759,0.0007310292,0.00226068],"category_scores_gemma":[0.002631813,0.0002630078,0.0004282333,0.0003305303,0.0005111329,0.0006509449,0.0004692446,0.0004238565,0.0005294537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462509,"about_ca_system_score_gemma":0.0004350137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186555,"about_ca_topic_score_gemma":0.001638445,"domain_scores_codex":[0.9989828,0.0001458147,0.00008350427,0.0002452434,0.0003493872,0.0001931481],"domain_scores_gemma":[0.9984389,0.0003946039,0.0003006149,0.0001665605,0.0005914868,0.0001077231],"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":[0.0008780792,0.00007335395,0.003266328,0.0001194012,0.00004759673,0.0001689183,0.0005951194,0.001746691,0.984288,0.0001836634,0.000156461,0.008476377],"study_design_scores_gemma":[0.000008363304,0.0009920642,0.01328594,0.00002332662,0.0000348295,0.0001162382,0.0004537854,0.002200153,0.9813742,0.00007671391,0.001396717,0.0000376219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981534,0.0005503908,0.0005047229,0.00002099803,0.00001829386,0.000009168513,0.000173033,0.00002076194,0.000549117],"genre_scores_gemma":[0.9980139,0.0001876451,0.0003136162,0.00001785903,0.000004249374,0.000008684958,0.000169372,0.00001519398,0.001269437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226068,"threshold_uncertainty_score":0.007562757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389502278","doi":"10.1016/j.mtsust.2023.100632","title":"Macro porous ZIF-8 beads: Promising supports for enzyme immobilization","year":2023,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Reusability; Metal-organic framework; Adsorption; Immobilized enzyme; Lipase; Chemical engineering; Chemistry; Porosity; Catalysis; Chromatography; Materials science; Organic chemistry; Enzyme","authors":[{"name":"Reem Shomal","is_ca":true},{"name":"Mohammad Ali Abdelkareem","is_ca":false},{"name":"A.G. Olabi","is_ca":false},{"name":"Sulaiman Al‐Zuhair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278851340482897,"gpt":0.2719005688386028,"spread":0.2591120554337739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404865,0.000263898,0.0002189035,0.0002152302,0.0001185569,0.0006345244,0.0004349865,0.0004505212,0.0008383847],"category_scores_gemma":[0.0002432074,0.0001421654,0.0001636348,0.0001527271,0.0001667782,0.0003698887,0.0002793422,0.0003679821,0.0005110581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500427,"about_ca_system_score_gemma":0.0001508787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005217628,"about_ca_topic_score_gemma":0.001239354,"domain_scores_codex":[0.999868,0.000008529365,0.000006357823,0.00002739737,0.00005427899,0.00003545689],"domain_scores_gemma":[0.9999323,0.00001689543,0.00001825936,0.000006567763,0.00001045526,0.00001551802],"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":[0.00007869441,0.00001968389,0.0001992651,0.0001310659,0.00001631221,0.00008024415,0.00001699089,0.0002853374,0.9857916,0.0006973006,0.0002835385,0.0124],"study_design_scores_gemma":[0.000008842243,0.00007902817,0.001082035,0.00001398241,0.0000200117,0.0001476771,0.0000201842,0.001399695,0.9879758,0.0001968087,0.009046689,0.000009319696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848974,0.03365922,0.06557307,0.001052335,0.0002773122,0.0000657087,0.001358426,0.001201774,0.01191476],"genre_scores_gemma":[0.9780996,0.005001824,0.01286202,0.00009492043,0.00004171389,0.00001561654,0.0004133151,0.0000416148,0.003429257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008383847,"threshold_uncertainty_score":0.002804697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398146231","doi":"10.1016/j.mtsust.2024.100847","title":"Enhanced piezoelectric performance of PVDF/MWCNTs energy harvester through a 3D-printed multimodal auxetic structure for smart security systems","year":2024,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Materials science; Auxetics; Piezoelectricity; Energy harvesting; Voltage; Metamaterial; Carbon nanotube; Smart material; Optoelectronics; Mechanical engineering; Nanotechnology; Composite material; Acoustics; Energy (signal processing); Electrical engineering; Engineering; Physics","authors":[{"name":"Amal Megdich","is_ca":true},{"name":"Mohamed Habibi","is_ca":true},{"name":"Luc Laperrière","is_ca":true},{"name":"Zeshi Li","is_ca":true},{"name":"Yasmine Abdin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006089043672667395,"gpt":0.2289992903391492,"spread":0.2229102466664818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005896749,0.0001617485,0.0001214688,0.0001173603,0.0001206552,0.000174643,0.0002862225,0.000291821,0.001484626],"category_scores_gemma":[0.0001172455,0.0001226852,0.0001493707,0.0001102195,0.0001161362,0.0002463733,0.0001679952,0.0002274145,0.0003323124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135908,"about_ca_system_score_gemma":0.00006666654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239545,"about_ca_topic_score_gemma":0.0003890199,"domain_scores_codex":[0.9999431,0.000003656066,0.000002790416,0.00001609021,0.00002488544,0.000009479695],"domain_scores_gemma":[0.9999516,0.00001095649,0.00001495974,0.000006554392,0.00001040199,0.000005626779],"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":[0.00001308346,0.000005446171,0.00004156719,0.00001365474,0.000001169414,0.0000369058,0.00001039816,0.0001367856,0.9983268,0.00009621812,0.00006018122,0.00125781],"study_design_scores_gemma":[0.000003566189,0.00005365359,0.0006891509,0.000001773065,0.000004052885,0.00007715029,0.00001225284,0.003265417,0.9950617,0.00003798671,0.0007884082,0.000005004593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990065,0.0002450967,0.007145186,0.0001089042,0.00004564941,0.000007729934,0.00008560962,0.0001496711,0.002147052],"genre_scores_gemma":[0.9945112,0.0001160151,0.003099753,0.00001948892,0.000008087919,0.000008271906,0.00002870243,0.00001391973,0.002194535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001484626,"threshold_uncertainty_score":0.004966617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321020001","doi":"10.1016/j.mtsust.2023.100362","title":"Epoxy-free polyphenalkamine one-pack sustainable coating from technical cashew nut shell liquid: fabrication and electrochemical studies for anti-corrosive applications","year":2023,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"King Saud University; University Grants Commission; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Materials science; Epoxy; Coating; Dielectric spectroscopy; Contact angle; Corrosion; Environmentally friendly; Scanning electron microscope; Thermal stability; Composite material; Chemical engineering; Electrochemistry; Electrode; Chemistry","authors":[{"name":"Shumaila Masood","is_ca":false},{"name":"Anujit Ghosal","is_ca":true},{"name":"Fahmina Zafar","is_ca":false},{"name":"Manawwer Alam","is_ca":false},{"name":"Nahid Nishat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01700167519718213,"gpt":0.2885016346816342,"spread":0.271499959484452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008693735,0.0001761514,0.0001145663,0.0001544287,0.0001128606,0.000160623,0.0001878646,0.0002040636,0.000772381],"category_scores_gemma":[0.00009212618,0.0001214639,0.0001380098,0.0001235452,0.0001014684,0.0002266285,0.0001252121,0.0002849335,0.0001949062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115237,"about_ca_system_score_gemma":0.0001012867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004710176,"about_ca_topic_score_gemma":0.001703915,"domain_scores_codex":[0.9999365,0.000004041554,0.00000421945,0.00001675009,0.0000244261,0.00001413603],"domain_scores_gemma":[0.9999571,0.000007162003,0.00001307901,0.000004277761,0.00001100038,0.00000740867],"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":[0.00001661754,0.000008319183,0.00007089259,0.00002792016,0.000001907038,0.00003931558,0.00001265153,0.00002917309,0.9988303,0.00003733309,0.00001429415,0.0009112206],"study_design_scores_gemma":[0.000001469376,0.00006531119,0.00077106,0.000001988039,0.000006070753,0.00004882322,0.00001219734,0.0002999566,0.9983581,0.00000531582,0.0004273016,0.000002375757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959878,0.0006900301,0.001982582,0.00002430485,0.00001477773,0.0000103952,0.0000505545,0.00003504959,0.001204489],"genre_scores_gemma":[0.9961969,0.0003503945,0.001463935,0.00001486549,0.000002486961,0.000005874604,0.00006533018,0.00001173139,0.001888634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000772381,"threshold_uncertainty_score":0.002583921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387035678","doi":"10.1016/j.mtsust.2023.100559","title":"Hydrophilic-to-hydrophobic conversion of polyamide 6-based mat via polyvinylidene fluoride nanofiber integration with enhanced oil-water separation","year":2023,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":10,"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":"Polyvinylidene fluoride; Polyamide; Materials science; Contact angle; Microfiber; Chemical engineering; Polypropylene; Nanofiber; Composite material; Polymer","authors":[{"name":"Mayesha Binte Mahmud","is_ca":true},{"name":"Saadman Sakib Rahman","is_ca":true},{"name":"Maryam Fashandi","is_ca":true},{"name":"P.C. Lee","is_ca":true},{"name":"Chul B. Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008492725675567385,"gpt":0.2555382681621323,"spread":0.2470455424865649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007210765,0.0002869186,0.0001237625,0.0001350237,0.0001098194,0.0001675743,0.0001510859,0.000220455,0.0008836683],"category_scores_gemma":[0.00007758441,0.000112456,0.0002230301,0.0001072914,0.00009723772,0.0002990059,0.0001347841,0.0003077935,0.0003350897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356576,"about_ca_system_score_gemma":0.0001047496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002929796,"about_ca_topic_score_gemma":0.0007336197,"domain_scores_codex":[0.9999455,0.000003656912,0.000004307975,0.00001383852,0.00001568062,0.0000169622],"domain_scores_gemma":[0.9999453,0.000006119048,0.00002308877,0.000005362557,0.00000921251,0.00001096429],"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":[0.00001252243,0.000006957579,0.00002715438,0.00001033928,0.000001049035,0.0000252794,0.000006202568,0.0000487847,0.999166,0.00004973294,0.00001139696,0.0006345868],"study_design_scores_gemma":[0.000001125261,0.0000284184,0.0002730029,9.101697e-7,0.000001885917,0.00002659266,0.000002530599,0.0004901829,0.9988838,0.000007930662,0.0002819417,0.000001752216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894945,0.0003368941,0.007678552,0.00004391742,0.00003060263,0.00001336782,0.0001040846,0.0001789608,0.002119149],"genre_scores_gemma":[0.9943895,0.0001819633,0.003630721,0.00001388804,0.000009638416,0.0000101719,0.00006288184,0.00002320546,0.001678083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008836683,"threshold_uncertainty_score":0.002956152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410221581","doi":"10.1016/j.mtsust.2025.101133","title":"Unveiling the potentials of biohydrogen as an alternative energy source: Strategies, challenges and future perspectives","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Aligarh Muslim University","keywords":"Biohydrogen; Alternative energy; Energy (signal processing); Business; Renewable energy; Chemistry; Biology; Physics; Ecology","authors":[{"name":"Fazil Qureshi","is_ca":false},{"name":"Hesam Kamyab","is_ca":false},{"name":"Saravanan Rajendran","is_ca":false},{"name":"Dai‐Viet N. Vo","is_ca":false},{"name":"Natarajan Rajamohan","is_ca":false},{"name":"Mohammad Yusuf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004504797307842757,"gpt":0.2285823275089078,"spread":0.2240775302010651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484398,0.0006799971,0.001079313,0.001100678,0.0004845635,0.002908976,0.0009090148,0.002567045,0.004963846],"category_scores_gemma":[0.0006898643,0.0002872243,0.0005781144,0.001357621,0.001060881,0.004845663,0.00150931,0.002336794,0.001178402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128946,"about_ca_system_score_gemma":0.002829017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008381679,"about_ca_topic_score_gemma":0.002325936,"domain_scores_codex":[0.9995953,0.00009909247,0.00002731055,0.00006424322,0.0001248147,0.00008923874],"domain_scores_gemma":[0.9993025,0.0003368419,0.00006852389,0.00001832131,0.0001892456,0.00008449629],"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":[0.000337221,0.0004028585,0.0009958457,0.03428939,0.0001639469,0.002064333,0.0009534651,0.005589047,0.04789527,0.09588955,0.03240922,0.7790099],"study_design_scores_gemma":[0.00002568419,0.0005314082,0.001209196,0.004624061,0.0001296597,0.001201731,0.003223969,0.002921047,0.01024021,0.07822446,0.8975666,0.000102023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003686053,0.9811031,0.002540742,0.006854263,0.0004083471,0.00001089729,0.00005461675,0.00002783978,0.00531423],"genre_scores_gemma":[0.02039866,0.9724588,0.002911199,0.001491588,0.0005086933,0.00003013711,0.00008484847,0.000009249645,0.002106743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004963846,"threshold_uncertainty_score":0.01660573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307219424","doi":"10.1016/j.mtsust.2022.100261","title":"Highly piezoresistive, self-sensing, one-part potassium-activated inorganic polymers for structural health monitoring","year":2022,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":10,"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 Montréal; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Materials science; Polymer; Activated carbon; Carbon nanotube; Nanotechnology; Structural health monitoring; Nanocomposite; Potassium; Composite material; Chemistry; Metallurgy; Organic chemistry","authors":[{"name":"Michael Di Mare","is_ca":true},{"name":"Claudiane Ouellet‐Plamondon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009511237877309649,"gpt":0.2412288694806527,"spread":0.231717631603343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001935622,0.0003571505,0.0001974584,0.0002065207,0.0001434627,0.0003340145,0.0003728399,0.0003699844,0.0009778375],"category_scores_gemma":[0.000288784,0.0001823807,0.0001492284,0.0001658796,0.0002491344,0.0006803098,0.0002818325,0.0004195847,0.0004397939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105341,"about_ca_system_score_gemma":0.0001455404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189399,"about_ca_topic_score_gemma":0.0004201517,"domain_scores_codex":[0.9998268,0.00001870702,0.000009901154,0.00005720894,0.00005907462,0.00002829953],"domain_scores_gemma":[0.9998389,0.00003643505,0.00006569402,0.00001757293,0.00002012872,0.00002124905],"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":[0.00007018223,0.00001435224,0.0001236967,0.00006992989,0.00000323137,0.00003331963,0.000019068,0.0001055232,0.9945377,0.0002210142,0.0001006374,0.004701457],"study_design_scores_gemma":[0.000007138573,0.0001300398,0.0008801795,0.00000466985,0.000008341835,0.000123687,0.00001308627,0.001279742,0.9958658,0.00005625315,0.001622279,0.000008802261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625081,0.003181535,0.02705438,0.0003327217,0.0001267669,0.00005712506,0.000441466,0.0005996532,0.005698229],"genre_scores_gemma":[0.97958,0.0008510141,0.01505295,0.00009262905,0.0000236226,0.0000278745,0.0001151867,0.00003657135,0.0042201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009778375,"threshold_uncertainty_score":0.003271222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282829055","doi":"10.1016/j.mtsust.2022.100177","title":"Methanol electrosynthesis from CO2 reduction reaction in polymer electrolyte reactors – fuel cell type using [6,6′-(2,2′-bipyridine-6,6′-diyl)bis(1,3,5-triazine-2,4-diamine)] (dinitrate-O) copper (II) complex","year":2022,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":7,"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 Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Agência Nacional do Petróleo, Gás Natural e Biocombustíveis; Canada Foundation for Innovation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Université du Québec à Trois-Rivières","keywords":"Electrosynthesis; Methanol; Electrolyte; Diamine; Triazine; 2,2'-Bipyridine; Fuel cells; Chemistry; Reduction (mathematics); Direct methanol fuel cell; Polymer chemistry; Inorganic chemistry; Materials science; Nuclear chemistry; Organic chemistry; Chemical engineering; Electrochemistry; Electrode; Physical chemistry; Crystal structure","authors":[{"name":"Luis M. S. Garcia","is_ca":false},{"name":"Nivaldo Gomes Pereira Filho","is_ca":false},{"name":"Khaoula Chair","is_ca":true},{"name":"Prabhjyot Kaur","is_ca":true},{"name":"Andrezza S. Ramos","is_ca":false},{"name":"Priscilla J. Zambiazi","is_ca":false},{"name":"R.F.B. De Souza","is_ca":false},{"name":"Larissa Otubo","is_ca":false},{"name":"Adam Duong","is_ca":true},{"name":"Almir Oliveira Neto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940685312415195,"gpt":0.2644099365238355,"spread":0.2450030833996835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008189925,0.0003434125,0.0001415704,0.0002158667,0.0001771171,0.0001910737,0.0001950767,0.0001745239,0.0020177],"category_scores_gemma":[0.0001021533,0.000151568,0.0001667528,0.0001250568,0.0001404099,0.0002780644,0.0002028345,0.0002934366,0.0004205351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720009,"about_ca_system_score_gemma":0.0001186659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000330938,"about_ca_topic_score_gemma":0.0006771159,"domain_scores_codex":[0.9999458,0.000006514155,0.00000265108,0.00001871367,0.00001490769,0.00001146904],"domain_scores_gemma":[0.9999683,0.000007425461,0.000006679961,0.000004434554,0.000006175916,0.000007009985],"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":[0.00005347552,0.00001027956,0.00003129521,0.00005390188,0.000002946302,0.00005440183,0.00001595089,0.00007843147,0.9968598,0.0002422576,0.00005767785,0.002539534],"study_design_scores_gemma":[0.000005084074,0.00002800778,0.0001951967,0.000002041031,0.00000228385,0.00003216538,0.00000549296,0.0002358074,0.9985745,0.00003322842,0.0008842935,0.000001982226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598278,0.002486859,0.01826112,0.000182791,0.0001630369,0.00006271274,0.0002335275,0.000365725,0.01841647],"genre_scores_gemma":[0.9906831,0.0007064214,0.004176517,0.00002934131,0.00002045591,0.00001860653,0.0001141994,0.00005603752,0.004195367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0020177,"threshold_uncertainty_score":0.006749928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403902049","doi":"10.1016/j.mtsust.2024.101026","title":"A review on recent advances in oriented thermally conductive phase change composites: Preparation, characteristics and applications","year":2024,"lang":"en","type":"review","venue":"Materials Today Sustainability","topic":"Phase Change Materials Research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Materials science; Composite material; Electrical conductor; Phase change; Engineering physics; Engineering","authors":[{"name":"Zhu Jiang","is_ca":true},{"name":"Xinyi Li","is_ca":false},{"name":"Bohao Peng","is_ca":false},{"name":"Shifang Huang","is_ca":true},{"name":"Xiaosong Zhang","is_ca":true},{"name":"Yulong Ding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06149060027844869,"gpt":0.4133081339704526,"spread":0.3518175336920039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004107062,0.0009287755,0.001080396,0.002105231,0.0002307062,0.0007347325,0.0005910399,0.0006274643,0.002673413],"category_scores_gemma":[0.0005376924,0.0003682233,0.0005307209,0.002469174,0.0002406894,0.001122492,0.0004491399,0.001068929,0.001316288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719653,"about_ca_system_score_gemma":0.0008101047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00060207,"about_ca_topic_score_gemma":0.001600665,"domain_scores_codex":[0.9998618,0.00001391027,0.0000231847,0.00003256077,0.00005447706,0.00001394611],"domain_scores_gemma":[0.9997259,0.0001352757,0.00004958738,0.00000769902,0.00006528372,0.00001618983],"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":[0.00009097164,0.0001381009,0.0002049732,0.04720381,0.0001255243,0.0002023558,0.00006093433,0.0004404949,0.01635874,0.002287323,0.02408148,0.9088053],"study_design_scores_gemma":[0.00001922877,0.000214242,0.001028447,0.004225416,0.0003250879,0.0009273243,0.00006173659,0.0001428614,0.005080909,0.001149348,0.9867835,0.00004187087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002973502,0.9982705,0.0002543992,0.000104944,0.0002312292,0.000007117927,0.00003705833,0.00001015362,0.0007872515],"genre_scores_gemma":[0.0007616643,0.9980054,0.00041239,0.0001278554,0.0001263264,0.000007150971,0.00004553137,0.000001949813,0.0005116552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002673413,"threshold_uncertainty_score":0.008943498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408251062","doi":"10.1016/j.mtsust.2025.101099","title":"Innovative multiphase composites of transition metal oxides for long-term stability and high energy density in storage devices","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Higher Education Commision, Pakistan; Information Technology Research Centre; Higher Education Commission, Pakistan","keywords":"Materials science; Composite material; Energy storage; Term (time); Energy density; Stability (learning theory); High energy; Transition metal; Metal; Metallurgy; Engineering physics; Chemistry; Computer science; Thermodynamics; Engineering; Physics","authors":[{"name":"Muhammad Shahbaz","is_ca":false},{"name":"Mohsin Saleem","is_ca":false},{"name":"Muhammad Zubair Khan","is_ca":false},{"name":"Muneeb Irshad","is_ca":false},{"name":"Shahzad Sharif","is_ca":false},{"name":"Jung Hyuk Koh","is_ca":false},{"name":"Mohsin Ali Marwat","is_ca":false},{"name":"Gwangseop Lee","is_ca":false},{"name":"Muhammad Irfan","is_ca":false},{"name":"Abdul Ghaffar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008271244380775023,"gpt":0.2568246596719275,"spread":0.2485534152911525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009250057,0.0002758753,0.0001306961,0.0002542541,0.0001338748,0.0002631813,0.0001852478,0.0002776042,0.0006210622],"category_scores_gemma":[0.0001020775,0.0001245695,0.0001503089,0.0001342,0.0001016723,0.0003011585,0.0001886031,0.0002231939,0.000172164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402817,"about_ca_system_score_gemma":0.0001168756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001390523,"about_ca_topic_score_gemma":0.0007429432,"domain_scores_codex":[0.9999543,0.000004814845,0.000003654713,0.00001122988,0.00001699538,0.000008902291],"domain_scores_gemma":[0.9999571,0.000006156359,0.00001293953,0.000003853903,0.0000109972,0.000008894271],"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":[0.00002081824,0.00001430492,0.00007646338,0.00005801675,0.000003186853,0.00002514061,0.000007097689,0.0001137416,0.9967002,0.0001666513,0.00003834995,0.00277596],"study_design_scores_gemma":[0.000008851846,0.0001035598,0.0007838343,0.000004879102,0.00001385269,0.0001228736,0.00001544783,0.002082369,0.992844,0.0001024026,0.003912412,0.000005445051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96461,0.0058833,0.02555764,0.000162796,0.0001517321,0.00005138069,0.0001829098,0.0003007585,0.003099585],"genre_scores_gemma":[0.9784783,0.001213685,0.01816928,0.00004020414,0.00001838106,0.00003027388,0.0001168965,0.00003110906,0.001901772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006210622,"threshold_uncertainty_score":0.002077639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403459622","doi":"10.1016/j.mtsust.2024.101012","title":"Polyvinyl alcohol assisted citrate based reduction of gold(III) ions: Theoretical design and experimental study on green synthesis of spherical and biocompatible gold nanoparticles","year":2024,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Polyvinyl alcohol; Colloidal gold; Biocompatible material; Materials science; Nanoparticle; Ion; Reduction (mathematics); Nanotechnology; Chemical engineering; Chemistry; Organic chemistry; Biomedical engineering; Composite material; Engineering; Mathematics","authors":[{"name":"Anshuman Jakhmola","is_ca":false},{"name":"Valentina Onesto","is_ca":false},{"name":"Francesco Gentile","is_ca":false},{"name":"Farshad Moradi Kashkooli","is_ca":false},{"name":"Krishnan Sathiyamoorthy","is_ca":false},{"name":"Edmondo Battista","is_ca":false},{"name":"Raffaele Vecchione","is_ca":false},{"name":"Kevin Rod","is_ca":false},{"name":"Michael C. Kolios","is_ca":true},{"name":"Jahangir Tavakkoli","is_ca":true},{"name":"Paolo A. Netti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0235904275964747,"gpt":0.2948548869712684,"spread":0.2712644593747937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349697,0.0003254997,0.0002962148,0.0002138378,0.0001755381,0.000290995,0.0004662494,0.0004228703,0.0006036116],"category_scores_gemma":[0.0002079638,0.0002312816,0.0004266912,0.0001535618,0.0002704792,0.0001993627,0.0001718517,0.0003069493,0.0003727306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753063,"about_ca_system_score_gemma":0.0003268338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500281,"about_ca_topic_score_gemma":0.00142532,"domain_scores_codex":[0.9998727,0.00002043578,0.000006277743,0.00003118383,0.00005086629,0.00001849993],"domain_scores_gemma":[0.9999384,0.00001871071,0.0000124094,0.000006375575,0.00001869862,0.000005438361],"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":[0.00007108429,0.00004967104,0.0002031703,0.0003742753,0.00001248003,0.000190937,0.00005584857,0.007235514,0.9811794,0.004960403,0.00008265667,0.005584553],"study_design_scores_gemma":[0.00002941874,0.0003591775,0.0004641396,0.00001233761,0.0000313111,0.0002119586,0.00003275019,0.06390063,0.9301422,0.0008063711,0.003985273,0.00002455999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762087,0.005895787,0.2053248,0.0003657414,0.0001186402,0.0002958095,0.0001298502,0.000281951,0.01137863],"genre_scores_gemma":[0.9305363,0.0028795,0.06331364,0.00008700459,0.00001606366,0.000108064,0.00009047201,0.00004479586,0.002924192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500281,"threshold_uncertainty_score":0.004174113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405597174","doi":"10.1016/j.mtsust.2024.101066","title":"Electrocatalysts for ammonia production and nitrogen cycle management in Zinc-NOx batteries: Progress, challenges, and future perspectives","year":2024,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Chulalongkorn University","keywords":"NOx; Ammonia production; Ammonia; Production (economics); Zinc; Environmental science; Nanotechnology; Chemistry; Materials science; Metallurgy; Combustion","authors":[{"name":"Sagar Ingavale","is_ca":false},{"name":"Phiralang Marbaniang","is_ca":true},{"name":"Anongnat Somwangthanaroj","is_ca":false},{"name":"Patchanita Thamyongkit","is_ca":false},{"name":"Pinit Kidkhunthod","is_ca":false},{"name":"Soorathep Kheawhom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006429052719807459,"gpt":0.2398692931479281,"spread":0.2334402404281206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006824938,0.0006050443,0.000888758,0.0005146732,0.0002182481,0.000854734,0.0005625469,0.0008135922,0.001125003],"category_scores_gemma":[0.0003250315,0.0002888107,0.000638798,0.0006474741,0.0002971871,0.001633243,0.0005847059,0.00079869,0.0005167124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799164,"about_ca_system_score_gemma":0.0007149146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006794775,"about_ca_topic_score_gemma":0.001868226,"domain_scores_codex":[0.9998281,0.00002732825,0.00001685875,0.00003235366,0.0000595946,0.00003578171],"domain_scores_gemma":[0.9998829,0.00004410858,0.00001995989,0.000004113209,0.00003905464,0.000009881898],"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":[0.0003617385,0.0002563545,0.00204134,0.03224548,0.0002752245,0.001500715,0.0004237947,0.006942274,0.1920644,0.03531745,0.01391203,0.7146591],"study_design_scores_gemma":[0.0000779297,0.0009577069,0.00250902,0.002599379,0.0003618066,0.002109039,0.0006827089,0.007435253,0.09373114,0.0161379,0.8732917,0.0001064117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01219174,0.9780847,0.003785786,0.001210119,0.0003849457,0.00002072649,0.00005127795,0.00006085158,0.004209796],"genre_scores_gemma":[0.04230301,0.9511934,0.003231547,0.00044619,0.0002010067,0.00003343367,0.00008885513,0.0000120894,0.002490403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001125003,"threshold_uncertainty_score":0.003763497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402701096","doi":"10.1016/j.mtsust.2024.100982","title":"Perovskite photovoltaics with cutting-edge strategies in 2D TMDs-based interfacial layer optimization","year":2024,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Perovskite Materials and Applications","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":"Simon Fraser University","funders":"National Research Foundation of Korea; Deanship of Scientific Research, King Khalid University","keywords":"Photovoltaics; Materials science; Layer (electronics); Enhanced Data Rates for GSM Evolution; Perovskite (structure); Nanotechnology; Engineering physics; Chemical engineering; Computer science; Photovoltaic system; Engineering; Electrical engineering; Telecommunications","authors":[{"name":"Sikandar Aftab","is_ca":false},{"name":"Burragoni Sravanthi Goud","is_ca":false},{"name":"Maria Mukhtar","is_ca":false},{"name":"Zeeshan Haider","is_ca":false},{"name":"Fahmid Kabir","is_ca":true},{"name":"Ghazanfar Nazir","is_ca":false},{"name":"Muhammad Jehanzaib Aslam","is_ca":false},{"name":"Muhammad Aslam","is_ca":false},{"name":"H.H. Hegazy","is_ca":false},{"name":"Jae‐Hong Kim","is_ca":false},{"name":"Altaf Hussain Rajpar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006964554795277975,"gpt":0.2411794270587311,"spread":0.2342148722634531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178562,0.0005020588,0.0003030277,0.000155338,0.0001742161,0.0006625045,0.0004505133,0.0003410961,0.002119054],"category_scores_gemma":[0.0001531727,0.0002170888,0.0002714456,0.0002802946,0.000136819,0.0006143413,0.0005545209,0.0005723172,0.000448508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347846,"about_ca_system_score_gemma":0.0002753954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000663188,"about_ca_topic_score_gemma":0.002009522,"domain_scores_codex":[0.9999193,0.000006376864,0.000004460944,0.0000187221,0.00003009847,0.00002109041],"domain_scores_gemma":[0.9999715,0.000007152251,0.00000642453,0.000003485406,0.000008152103,0.000003277795],"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":[0.0001132184,0.00009441406,0.0003746737,0.0003051813,0.00003594757,0.0001077191,0.00005031102,0.01289032,0.9613156,0.0044562,0.000572588,0.01968383],"study_design_scores_gemma":[0.0000608249,0.0002775295,0.0007328817,0.00002747684,0.00004425903,0.0001490271,0.0001026812,0.09535129,0.8941408,0.001640237,0.007439105,0.00003392762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261762,0.003518138,0.05346498,0.0004168921,0.0001100896,0.00005587983,0.0004784513,0.000557055,0.01522227],"genre_scores_gemma":[0.9639037,0.001595675,0.03152208,0.00008467527,0.00001311881,0.00006601105,0.0002466734,0.00007340631,0.002494765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002119054,"threshold_uncertainty_score":0.007088959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409035742","doi":"10.1016/j.mtsust.2025.101101","title":"Investigation of hybrid substrates of waste paper and hemp hurds for mycelium-based materials production","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Mitacs; Research Manitoba","keywords":"Mycelium; Production (economics); Pulp and paper industry; Waste paper; Waste management; Environmental science; Engineering; Horticulture; Biology","authors":[{"name":"Yang Qiu","is_ca":true},{"name":"Georg Hausner","is_ca":true},{"name":"Qiuyan Yuan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0114190203217666,"gpt":0.2195451619482628,"spread":0.2081261416264962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332199,0.0004488148,0.00023987,0.0003442265,0.0001465499,0.0004966654,0.0001718171,0.00033883,0.0004490703],"category_scores_gemma":[0.0002548059,0.000186199,0.0003399526,0.0003567005,0.0001182606,0.0004116685,0.0002390114,0.0002630835,0.0001512333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279006,"about_ca_system_score_gemma":0.000101637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001965311,"about_ca_topic_score_gemma":0.0005624228,"domain_scores_codex":[0.9997941,0.00002792935,0.00002097033,0.00004360551,0.00008367966,0.00002980656],"domain_scores_gemma":[0.9997975,0.0000438989,0.00007106256,0.00001527392,0.00004358653,0.00002866801],"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":[0.00004195596,0.00002443265,0.0004850157,0.0000930712,0.000009036299,0.0001443853,0.00002079478,0.000118576,0.9970374,0.00002741737,0.00001012338,0.001987789],"study_design_scores_gemma":[0.000003771031,0.000375775,0.005970857,0.00001635575,0.00002867953,0.0002034505,0.0001051135,0.0007115967,0.9915029,0.00001808663,0.001056206,0.000007176177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967649,0.001004677,0.001305406,0.0000139425,0.00001201902,0.00001798343,0.0000804844,0.00001343956,0.0007872104],"genre_scores_gemma":[0.9936211,0.001014216,0.004311279,0.00001846258,0.000005402003,0.0000256213,0.0001105434,0.00001251849,0.0008809367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004966654,"threshold_uncertainty_score":0.001502275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417147715","doi":"10.1016/j.mtsust.2025.101272","title":"Robust cyclic stability and high-power performance of Ni/Mg co-doped CeO2 electrodes for asymmetric hybrid supercapacitors","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Information Technology Research Centre; Higher Education Commission, Pakistan","keywords":"Cyclic voltammetry; Dielectric spectroscopy; Supercapacitor; Capacitance; Electrochemistry; Electrode; Scanning electron microscope; Faraday efficiency","authors":[{"name":"Muhammad Khaqan Sarwar","is_ca":false},{"name":"Muhammad Shahbaz","is_ca":false},{"name":"Rabia Ghaffar","is_ca":false},{"name":"Mohsin Saleem","is_ca":false},{"name":"Muhammad Zubair Khan","is_ca":false},{"name":"Muneeb Irshad","is_ca":false},{"name":"Shahzad Sharif","is_ca":false},{"name":"Jung Hyuk Koh","is_ca":false},{"name":"Muhammad Haseeb","is_ca":false},{"name":"Abdul Ghaffar","is_ca":false},{"name":"Imran Shakir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01269284287158555,"gpt":0.2440300765995995,"spread":0.231337233728014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196097,0.0004485999,0.0004320745,0.0003465138,0.0001693675,0.0004642431,0.0004477655,0.0003731243,0.0004946452],"category_scores_gemma":[0.0003798462,0.0002326544,0.0001620114,0.0003798491,0.0002008609,0.0004344252,0.0002701457,0.0002750071,0.0001976189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023657,"about_ca_system_score_gemma":0.0001440674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005636589,"about_ca_topic_score_gemma":0.001610152,"domain_scores_codex":[0.9997646,0.00001629299,0.00003077382,0.00005856755,0.00008701541,0.00004278291],"domain_scores_gemma":[0.9998741,0.00001873094,0.00002295518,0.00001974007,0.00004263622,0.00002177675],"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":[0.00007993143,0.00001919939,0.0002195291,0.0000443137,0.000006718681,0.00009555023,0.00002335578,0.0001345877,0.9973913,0.00006364301,0.00006262513,0.001859136],"study_design_scores_gemma":[0.000006118768,0.00005014837,0.001031867,0.00000215087,0.000006390643,0.00006606587,0.00001620112,0.001779535,0.9964384,0.00001153584,0.00058476,0.000006751886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960455,0.0006431501,0.001916792,0.00005877267,0.00003220126,0.00001372616,0.0001797972,0.0000864012,0.001023684],"genre_scores_gemma":[0.9971272,0.00025017,0.001658078,0.00001740319,0.00001063803,0.00001373933,0.000106641,0.00001757732,0.0007986371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005636589,"threshold_uncertainty_score":0.002193809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409537458","doi":"10.1016/j.mtsust.2025.101123","title":"Unveiling host-guest interactions and stability of amine-functionalized silica sorbents for carbon capture","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Petroleum Technology Development Fund","keywords":"Amine gas treating; Host (biology); Carbon fibers; Chemical engineering; Chemistry; Materials science; Organic chemistry; Ecology; Composite material; Biology; Engineering","authors":[{"name":"Briggs Martins Onyinyechukwu Ogunedo","is_ca":false},{"name":"Basil Wadi","is_ca":true},{"name":"Vasilije Manović","is_ca":false},{"name":"Seyed Ali Nabavi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007648961404590899,"gpt":0.2445132001542048,"spread":0.2368642387496139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006943283,0.0004971884,0.0004649595,0.00074569,0.0001831476,0.0004752496,0.0002894408,0.0005399573,0.0005207664],"category_scores_gemma":[0.000713612,0.000285424,0.0004280625,0.0004842461,0.0002582353,0.0008394463,0.0002967734,0.0006323147,0.0001996846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316297,"about_ca_system_score_gemma":0.0004359353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008280945,"about_ca_topic_score_gemma":0.002005452,"domain_scores_codex":[0.9996387,0.00006519198,0.00003317399,0.00006150922,0.0001631542,0.0000383419],"domain_scores_gemma":[0.999696,0.0001746644,0.00004122566,0.000007490385,0.00007324904,0.000007335498],"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":[0.00009080378,0.00007502914,0.001020868,0.01482372,0.0002546374,0.0002881718,0.0001586592,0.002473842,0.8610917,0.004346586,0.001004089,0.1143719],"study_design_scores_gemma":[0.00001040284,0.0006423146,0.005718924,0.0009184632,0.000359616,0.0009110459,0.000174254,0.00597395,0.8682027,0.001678125,0.1153172,0.00009288374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1195187,0.8604257,0.01220408,0.0005539012,0.000218015,0.0000539523,0.0001824889,0.00005797706,0.006785165],"genre_scores_gemma":[0.3794363,0.6065243,0.009688945,0.0003570302,0.0002725144,0.00007969448,0.0002743029,0.00003361494,0.003333238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008280945,"threshold_uncertainty_score":0.003672063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4302028684","doi":"10.1016/j.mtsust.2022.100245","title":"Design and fabrication of low-cost renewable carbon electrode materials and their thermo-kinetics for sustainable energy storage applications","year":2022,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":3,"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":"University of Toronto","keywords":"Supercapacitor; Renewable energy; Materials science; Carbon fibers; Energy storage; Nanotechnology; Cyclic voltammetry; Chemical engineering; Chemistry; Electrode; Capacitance; Electrochemistry; Composite material; Composite number; Electrical engineering","authors":[{"name":"Maria Semeniuk","is_ca":true},{"name":"K.L. Ng","is_ca":true},{"name":"Yihe Wang","is_ca":true},{"name":"Jimi Tjong","is_ca":true},{"name":"Kristiina Oksman","is_ca":true},{"name":"Zheng‐Hong Lu","is_ca":true},{"name":"Gisele Azimi","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009034363241145179,"gpt":0.2217587823485979,"spread":0.2127244191074528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905453,0.0002908086,0.0002386281,0.0003830954,0.000337574,0.0005414511,0.0004842316,0.0004607578,0.0007740721],"category_scores_gemma":[0.0002900751,0.0003107906,0.0002697681,0.0003680594,0.0001601193,0.0004680733,0.0001370399,0.0004046786,0.0003781133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006312567,"about_ca_system_score_gemma":0.000534949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006624982,"about_ca_topic_score_gemma":0.001917629,"domain_scores_codex":[0.9998637,0.000009642025,0.00001048838,0.00002447319,0.0000718483,0.00001973412],"domain_scores_gemma":[0.9999287,0.00001204465,0.00001376846,0.000007255702,0.00002996955,0.000008177503],"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":[0.0000770371,0.00008599964,0.0002042192,0.000319914,0.00001389613,0.00008559763,0.00003395814,0.003571766,0.9731126,0.00417322,0.0004463958,0.01787549],"study_design_scores_gemma":[0.000009639695,0.000112036,0.0004506676,0.000006292213,0.000008241494,0.00007960702,0.00001103447,0.006420249,0.9865346,0.0002620594,0.006096567,0.00000901808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855768,0.0161433,0.07810486,0.0007601061,0.0002885134,0.0003370331,0.0009337311,0.0003868226,0.01746879],"genre_scores_gemma":[0.8722949,0.007105814,0.1101708,0.0001043653,0.00004102807,0.0002779734,0.0007360952,0.0001281663,0.009140891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007740721,"threshold_uncertainty_score":0.00458014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411161193","doi":"10.1016/j.mtsust.2025.101153","title":"Green synthesis of cannabinoids loaded gold nanoparticles displaying enhanced anti-cancer properties","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"","keywords":"Colloidal gold; Synthetic cannabinoids; Nanotechnology; Nanoparticle; Materials science; Chemistry; Cannabinoid; Biochemistry","authors":[{"name":"Anshuman Jakhmola","is_ca":true},{"name":"Farshad Moradi Kashkooli","is_ca":true},{"name":"Kevin Rod","is_ca":false},{"name":"Monika Lodyga","is_ca":false},{"name":"Jahangir Tavakkoli","is_ca":true},{"name":"Michael C. Kolios","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189365542628189,"gpt":0.255517570587908,"spread":0.2436239151616261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139872,0.0004231155,0.0003076773,0.0002513363,0.0001746384,0.0002184217,0.0003406186,0.0005390322,0.0006103349],"category_scores_gemma":[0.0001501505,0.0002061029,0.0003115049,0.000176024,0.0001954159,0.0002040346,0.000262918,0.0002928397,0.0003942754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793436,"about_ca_system_score_gemma":0.00016703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008961235,"about_ca_topic_score_gemma":0.001697124,"domain_scores_codex":[0.9998914,0.000009197714,0.00000719625,0.00003364977,0.00003656988,0.0000219815],"domain_scores_gemma":[0.9999449,0.000008887515,0.00001179848,0.000007129778,0.00001763988,0.000009567851],"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":[0.00002372689,0.00001045006,0.00003132248,0.0000669624,0.000005350642,0.00006430211,0.00001816839,0.0002446625,0.9967147,0.000154712,0.00006640462,0.002599248],"study_design_scores_gemma":[0.000006592154,0.00007215385,0.000209654,0.000004193114,0.000009601365,0.00006214951,0.000008427554,0.001464275,0.9965079,0.00004422491,0.001605301,0.000005568775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536301,0.004814572,0.03164895,0.0002830947,0.0002126056,0.0001622784,0.0003468377,0.000537806,0.008363736],"genre_scores_gemma":[0.9610499,0.001665998,0.03073843,0.0001820389,0.00001750906,0.00009231374,0.0002258438,0.00006737003,0.005960653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008961235,"threshold_uncertainty_score":0.003477871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410221472","doi":"10.1016/j.mtsust.2025.101137","title":"Zinc-spray-coated carbon fibres as lean anodes for low-cost zinc-ion batteries","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Advanced battery technologies research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queensland University of Technology; Australian Research Council; Canadian Anesthesia Research Foundation","keywords":"Zinc; Anode; Materials science; Carbon fibers; Metallurgy; Galvanic anode; Chemical engineering; Chemistry; Cathodic protection; Electrode; Composite material; Engineering","authors":[{"name":"Kudachchige Asanga G. de Alwis","is_ca":false},{"name":"P. Sanju S. Panawala","is_ca":false},{"name":"Zhenhuan Chen","is_ca":false},{"name":"Dasun P. W. Guruge","is_ca":false},{"name":"Chathushka D. Hettige Dharmasiri","is_ca":false},{"name":"Courtney‐Elyce M. Lewis","is_ca":false},{"name":"Chao Zhang","is_ca":false},{"name":"Joseph F. S. Fernando","is_ca":false},{"name":"Konstantin L. Firestein","is_ca":false},{"name":"Dmitri Golberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009330475888570274,"gpt":0.2840616276379401,"spread":0.2747311517493699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062021,0.0003798986,0.0002615634,0.0003157164,0.0001308404,0.0002462573,0.000259934,0.0003562209,0.0004104831],"category_scores_gemma":[0.0001463727,0.0001366315,0.0002011687,0.0001766178,0.0001424088,0.0002476856,0.0002209495,0.0002744361,0.0002622598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527903,"about_ca_system_score_gemma":0.0001142472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005590477,"about_ca_topic_score_gemma":0.001654692,"domain_scores_codex":[0.9999113,0.000006892442,0.0000062737,0.000015682,0.00004717362,0.00001255423],"domain_scores_gemma":[0.9999491,0.000007358349,0.00001239564,0.000004843294,0.00001486898,0.00001136871],"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":[0.00003136249,0.00000775903,0.0001094737,0.00005610276,0.000003566107,0.00007955049,0.000009680629,0.0003624955,0.9963977,0.00009421536,0.00002854147,0.002819647],"study_design_scores_gemma":[0.000006885271,0.0001329969,0.001030391,0.000009657455,0.000007499352,0.000118868,0.00001165842,0.002098317,0.9950491,0.00006262535,0.001464928,0.000007045157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865238,0.00218141,0.009242911,0.00005195937,0.00006002932,0.00004429025,0.0001778614,0.0001217779,0.001596021],"genre_scores_gemma":[0.9861205,0.001414297,0.01077128,0.0000164275,0.00001184981,0.000022183,0.0001393781,0.00002182563,0.001482301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005590477,"threshold_uncertainty_score":0.001834095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116858608","doi":"10.1016/j.mtsust.2025.101289","title":"Metal-oxide nanolaminate barrier coatings to enable large-scale manufacturing of sustainable flex packaging","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"FLEX; Sustainability; Manufacturing process; Quality (philosophy)","authors":[{"name":"Denys Vidish","is_ca":false},{"name":"Soumyadeep Saha","is_ca":false},{"name":"Louis‐Vincent Delumeau","is_ca":false},{"name":"Tristan Grovu","is_ca":false},{"name":"Kevin P. Musselman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005515002502480376,"gpt":0.2399438301711222,"spread":0.2344288276686418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008211203,0.0002902239,0.00009214658,0.000116163,0.0000847437,0.000222329,0.0002387069,0.0002134424,0.0007889784],"category_scores_gemma":[0.0001026349,0.0001385208,0.0001741228,0.00008944004,0.00009024665,0.0002550319,0.0001816557,0.0002835671,0.0002892411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589718,"about_ca_system_score_gemma":0.00007848128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593676,"about_ca_topic_score_gemma":0.0009123364,"domain_scores_codex":[0.9999449,0.000004106652,0.000002829498,0.00001089085,0.00002772909,0.000009393391],"domain_scores_gemma":[0.9999552,0.000005346809,0.00001948607,0.000005789522,0.000007778286,0.000006528969],"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":[0.00000613193,0.000005823272,0.00007228105,0.00002538148,0.000002148494,0.00001860772,0.000005072584,0.0001419365,0.9976718,0.00007027875,0.00003998604,0.00194045],"study_design_scores_gemma":[0.000002273267,0.00007992272,0.001045613,0.000003469494,0.000005744868,0.000056922,0.00001150484,0.001272651,0.9956331,0.00004246709,0.00184404,0.000002465981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480609,0.0049057,0.03939012,0.0001891997,0.0001278264,0.00006175353,0.0001947232,0.0005215612,0.006548104],"genre_scores_gemma":[0.9770557,0.00130033,0.0194566,0.00005896944,0.00000820683,0.00001641934,0.00009720441,0.00004249131,0.001964168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007889784,"threshold_uncertainty_score":0.002639413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406714998","doi":"10.1016/j.mtsust.2025.101082","title":"Promotional role of methanol and CO2 in carbon dioxide-rich syngas hydrogenation over slurry reactor utilizing combustion induced Cu-based catalysts","year":2025,"lang":"en","type":"article","venue":"Materials Today Sustainability","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Federation of Indian Chambers of Commerce and Industry; Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Syngas; Slurry; Methanol; Combustion; Catalysis; Carbon dioxide; Chemical engineering; Syngas to gasoline plus; Materials science; Carbon fibers; Waste management; Chemistry; Organic chemistry; Steam reforming; Hydrogen production; Composite material","authors":[{"name":"Vaibhav Pandey","is_ca":false},{"name":"Priyanshu Pratap Singh","is_ca":false},{"name":"Kamal Kishore Pant","is_ca":true},{"name":"Sreedevi Upadhyayula","is_ca":false},{"name":"Siddhartha Sengupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007974103398197081,"gpt":0.2537048224053392,"spread":0.2457307190071421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001651582,0.0003238527,0.0003194319,0.0002040101,0.0001255672,0.0003530035,0.0003204168,0.0003268023,0.0004021211],"category_scores_gemma":[0.0002311919,0.0001511731,0.0002071244,0.0001567084,0.0002124915,0.0003131352,0.0002773085,0.0003654463,0.0001763626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308082,"about_ca_system_score_gemma":0.0001656384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006729785,"about_ca_topic_score_gemma":0.00170279,"domain_scores_codex":[0.9998882,0.00001473111,0.000008252302,0.00002506471,0.0000303973,0.00003339095],"domain_scores_gemma":[0.9999498,0.00001167389,0.00001139704,0.000006519625,0.0000118837,0.000008573254],"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":[0.0001275536,0.00003424059,0.0004914349,0.0001083088,0.00001156239,0.00009901969,0.00002434804,0.0002785149,0.9954007,0.0001672803,0.00006954744,0.003187508],"study_design_scores_gemma":[0.000006008802,0.00007526668,0.0007623285,0.000002616581,0.00000825548,0.00003714762,0.00001872914,0.002148024,0.9963755,0.00002059551,0.0005423572,0.00000310426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958574,0.0006959733,0.002155696,0.00005532941,0.00002447989,0.00001162823,0.00006514134,0.00006607774,0.001068283],"genre_scores_gemma":[0.9987937,0.0001583525,0.0007550762,0.000007819911,0.000003693501,0.000003274106,0.00003507252,0.000006814613,0.0002362412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006729785,"threshold_uncertainty_score":0.001674592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}