{"meta":{"query_hash":"77c2872621d6","filters":{"venue":"Applied Materials Today"},"cohort_total":49,"direct_labels_cover":0,"predictions_cover":49,"exported":49,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/77c2872621d6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Applied+Materials+Today"},"results":[{"id":"W2782455622","doi":"10.1016/j.apmt.2017.12.008","title":"Carbon ene-yne graphyne monolayer as an outstanding anode material for Li/Na ion batteries","year":2018,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Graphyne; Anode; Nanosheet; Monolayer; Carbon fibers; Adsorption; Ion; Density functional theory","score_opus":0.01329644870686076,"score_gpt":0.24829381223048316,"score_spread":0.2349973635236224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782455622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908606,0.0021169696,0.0015365066,0.00027726256,0.00009309559,0.000012271127,0.00018047517,0.00011221914,0.0048106452],"genre_scores_gemma":[0.99217564,0.0011731286,0.0015849514,0.000053116946,0.000015141533,0.0000074012146,0.00023568941,0.000024360073,0.004730548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999521,0.0000047153794,0.0000030998385,0.0000115639195,0.000015787171,0.000012839947],"domain_scores_gemma":[0.99998224,0.0000021257238,0.000002579205,0.0000018214107,0.000004755802,0.000006439001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007950406,0.00022500363,0.00013716459,0.00017077,0.00014729673,0.000269112,0.00025430936,0.00032281267,0.00082726206],"category_scores_gemma":[0.00007029434,0.000102358594,0.0000751491,0.0001381804,0.000105321255,0.00028674718,0.0001885474,0.00021445933,0.0002586167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051269937,0.000009792638,0.00006560858,0.000057107012,0.0000056824597,0.0000649762,0.000014555935,0.0001551964,0.99715316,0.00026732724,0.00019765408,0.0019576978],"study_design_scores_gemma":[0.0000066764965,0.00014572668,0.00081975013,0.0000067323786,0.000014017104,0.000069635076,0.000024781744,0.0012178969,0.9937509,0.000049869897,0.0038873844,0.0000066473094],"about_ca_topic_score_codex":0.0010295361,"about_ca_topic_score_gemma":0.0036543752,"teacher_disagreement_score":0.0010295361,"about_ca_system_score_codex":0.00021264229,"about_ca_system_score_gemma":0.00011527495,"threshold_uncertainty_score":0.0027674437},"labels":[],"label_agreement":null},{"id":"W2966890588","doi":"10.1016/j.apmt.2019.06.015","title":"Nanofibers as new-generation materials: From spinning and nano-spinning fabrication techniques to emerging applications","year":2019,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":455,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Institut Européen des Membranes, Université de Montpellier; Centre National de la Recherche Scientifique; Science and Technology Development Fund","keywords":"Nanofiber; Materials science; Nanotechnology; Supercapacitor; Fabrication; Carbon nanofiber; Spinning; Commercialization; Carbon nanotube; Electrode; Composite material; Capacitance; Chemistry","score_opus":0.009345632807255427,"score_gpt":0.25740980605562064,"score_spread":0.24806417324836522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966890588","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08091666,0.8117128,0.07192195,0.0041429335,0.0017994744,0.000069172434,0.0001504019,0.00035420727,0.028932376],"genre_scores_gemma":[0.35017842,0.5311592,0.08987182,0.0013628311,0.002556725,0.0001400319,0.0001810408,0.00015898366,0.024390891],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997603,0.00004170292,0.000013914773,0.000059874073,0.00010368711,0.000020479996],"domain_scores_gemma":[0.9997708,0.00009314577,0.000039531114,0.000015136529,0.00005413336,0.000027235985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082787004,0.00059074926,0.00033329782,0.00066275994,0.000297938,0.001048286,0.00048792086,0.00096960965,0.001364254],"category_scores_gemma":[0.00044128383,0.0002535013,0.00025084143,0.00050606136,0.0009535667,0.00270751,0.0004645585,0.00082002976,0.0006111577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018114911,0.00019548353,0.00056771917,0.0022365698,0.000036739482,0.00047396362,0.0005048094,0.0015932209,0.6292898,0.07667031,0.005787503,0.2824627],"study_design_scores_gemma":[0.000033513497,0.00051314494,0.0013551569,0.0003962997,0.00005668008,0.0012261108,0.00031274636,0.0065694265,0.6361705,0.02615229,0.32712367,0.000090479974],"about_ca_topic_score_codex":0.00020206874,"about_ca_topic_score_gemma":0.0004910914,"teacher_disagreement_score":0.001364254,"about_ca_system_score_codex":0.00043395278,"about_ca_system_score_gemma":0.00027377647,"threshold_uncertainty_score":0.0045639277},"labels":[],"label_agreement":null},{"id":"W2976663352","doi":"10.1016/j.apmt.2019.100465","title":"Cancer signaling by plasmonic quantum probes","year":2019,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum dot; Plasmon; Nanotechnology; Materials science; Colloidal gold; Raman spectroscopy; Surface plasmon resonance; Gold Colloid; Cancer cell; Optoelectronics; Nanoparticle; Cancer; Physics; Biology; Optics","score_opus":0.00861609583739931,"score_gpt":0.2223921816378106,"score_spread":0.2137760858004113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976663352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71944267,0.068324916,0.12260304,0.01521418,0.0019182581,0.00013063001,0.00027445186,0.0012454235,0.07084638],"genre_scores_gemma":[0.9507308,0.009467397,0.016403904,0.0015468873,0.00024812753,0.00005521425,0.000077087294,0.00007333278,0.02139722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986124,0.00003595986,0.000004350888,0.00002640323,0.000037958514,0.00003409768],"domain_scores_gemma":[0.9999286,0.00003220728,0.000008139487,0.000008439547,0.0000120839295,0.000010663033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036162278,0.00032445937,0.00016369336,0.00029594556,0.00022723763,0.00068720215,0.00038164738,0.00080732245,0.0017084748],"category_scores_gemma":[0.00027719905,0.00023358373,0.00016076979,0.0001942176,0.0006808421,0.0006924084,0.00038037775,0.0007092012,0.0004695108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117083335,0.0000554891,0.000207722,0.00016091332,0.000013754493,0.00013703424,0.00015395497,0.0007780054,0.92082703,0.050569735,0.0038854831,0.023093803],"study_design_scores_gemma":[0.00002745392,0.00014657016,0.00048851065,0.000015087268,0.000015570244,0.00015344699,0.00008013641,0.007384048,0.9280239,0.008369217,0.055276345,0.000019728674],"about_ca_topic_score_codex":0.0004374874,"about_ca_topic_score_gemma":0.0007230992,"teacher_disagreement_score":0.0017084748,"about_ca_system_score_codex":0.0005433777,"about_ca_system_score_gemma":0.00018942027,"threshold_uncertainty_score":0.00571543},"labels":[],"label_agreement":null},{"id":"W2981045599","doi":"10.1016/j.apmt.2019.100476","title":"Oxidized impurity in transition metal nitride for improving the hydrogen evolution efficiency of transition metal nitride-based catalyst","year":2019,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Hydrogen; Nitride; X-ray photoelectron spectroscopy; Catalysis; Impurity; Transition metal; Heterojunction; Inorganic chemistry; Chemical engineering; Nanotechnology; Chemistry; Optoelectronics","score_opus":0.00725793042201733,"score_gpt":0.22754098412235366,"score_spread":0.22028305370033632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981045599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99574184,0.00057011563,0.0022114029,0.00003995203,0.000019388957,0.0000095086525,0.000025822339,0.000021358752,0.0013606534],"genre_scores_gemma":[0.9975401,0.0002246075,0.0014546033,0.000011238228,0.0000034709847,0.00000482316,0.000044822347,0.000007877982,0.0007085443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999107,0.00001289471,0.000006196391,0.00001990414,0.000033147335,0.00001709921],"domain_scores_gemma":[0.9999689,0.000004911468,0.000006123675,0.000004541659,0.000009747074,0.0000057939324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011074426,0.00015108688,0.00020226362,0.00011707129,0.00012586341,0.00024045548,0.0003788957,0.00026468415,0.00036100193],"category_scores_gemma":[0.00011362214,0.000106496685,0.00013874628,0.000115433555,0.00013482707,0.00019268185,0.0002183934,0.00031792436,0.000099791665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010476703,0.000031407966,0.00028031043,0.00009868786,0.000008830959,0.00009808491,0.00003762825,0.00026437477,0.99601424,0.00057107623,0.000061549785,0.0024291778],"study_design_scores_gemma":[0.000005295357,0.000070844064,0.00031194199,0.0000034605869,0.000009182004,0.000044165805,0.000015591624,0.0025724578,0.9962625,0.00003086506,0.00067125546,0.0000024614683],"about_ca_topic_score_codex":0.00063939794,"about_ca_topic_score_gemma":0.0013451716,"teacher_disagreement_score":0.00063939794,"about_ca_system_score_codex":0.00026297016,"about_ca_system_score_gemma":0.00014857629,"threshold_uncertainty_score":0.0019080043},"labels":[],"label_agreement":null},{"id":"W3015706349","doi":"10.1016/j.apmt.2020.100638","title":"Metal oxide sorbents for the sustainable recovery of lithium from unconventional resources","year":2020,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"RWTH Aachen University","keywords":"Lithium (medication); Greenhouse gas; Environmental science; Extraction (chemistry); Oxide; Process engineering; Waste management; Nanotechnology; Materials science; Engineering; Chemistry; Geology; Metallurgy","score_opus":0.014386464709178563,"score_gpt":0.219307239709851,"score_spread":0.20492077500067243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015706349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9194182,0.016288592,0.03206694,0.0012666074,0.0004698687,0.00016622776,0.00042250272,0.0003696877,0.029531347],"genre_scores_gemma":[0.92719084,0.0128223365,0.017251424,0.0003075842,0.00009821106,0.000056416477,0.00033853343,0.00007842137,0.041856173],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998872,0.000013269634,0.0000048536704,0.000016848315,0.000055201053,0.000022537777],"domain_scores_gemma":[0.9999528,0.000012319907,0.0000067232468,0.0000036139581,0.000014198109,0.000010456805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992572,0.00034207944,0.00021297627,0.0003666963,0.00030058052,0.00043762132,0.00028391692,0.0003620852,0.0020680043],"category_scores_gemma":[0.00019165668,0.00013852869,0.00018304482,0.0001530191,0.00026217857,0.0004632485,0.0004250298,0.00049806753,0.00096812536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016072267,0.00007879901,0.00033108488,0.00044985648,0.000020422043,0.00021400843,0.00009258671,0.0009425464,0.9618669,0.0038702872,0.0012879389,0.03068482],"study_design_scores_gemma":[0.000019034376,0.00020027581,0.0005775267,0.00003574658,0.000013341352,0.000116872325,0.00011099778,0.004555345,0.9732492,0.00055589,0.02055301,0.0000127407075],"about_ca_topic_score_codex":0.000823625,"about_ca_topic_score_gemma":0.0044134185,"teacher_disagreement_score":0.0020680043,"about_ca_system_score_codex":0.00029631285,"about_ca_system_score_gemma":0.00046809774,"threshold_uncertainty_score":0.006918192},"labels":[],"label_agreement":null},{"id":"W3110741483","doi":"10.1016/j.apmt.2020.100905","title":"A biosynthesized gold nanoparticle from Staphylococcus aureus – as a functional factor in muscle tissue engineering","year":2020,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Guangzhou Science and Technology Program key projects; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Staphylococcus aureus; Colloidal gold; In vivo; Chemistry; Bacteria; Cardiac muscle; Biophysics; Nanoparticle; Microbiology; Materials science; Nanotechnology; Biology; Anatomy","score_opus":0.017796624261459754,"score_gpt":0.2268682536669191,"score_spread":0.20907162940545934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110741483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96169186,0.0051037134,0.02894814,0.0002496928,0.000123914,0.00007545511,0.00010272655,0.00014269163,0.00356178],"genre_scores_gemma":[0.97025967,0.0016224091,0.024874484,0.00010171937,0.000019871508,0.000036997557,0.00012436537,0.000025812846,0.002934705],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989545,0.000017123166,0.00000895051,0.000026581192,0.000038411083,0.000013554675],"domain_scores_gemma":[0.9999552,0.000009212469,0.000009829244,0.0000040263953,0.000011494925,0.000010360524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014055475,0.00041735836,0.0001494577,0.00019961491,0.00012280367,0.00014529233,0.00014619816,0.00044572607,0.00035229785],"category_scores_gemma":[0.00012372789,0.00015425186,0.00025658237,0.000100388665,0.00014234279,0.00018742838,0.00016997092,0.00028950485,0.00019718146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054363004,0.0000049198243,0.000017509841,0.000022207967,0.0000011929195,0.000021789541,0.0000058067412,0.000046460023,0.9991935,0.000048608217,0.000012040445,0.0006204357],"study_design_scores_gemma":[0.0000030991603,0.000089077505,0.00026492652,0.0000038473054,0.0000050014787,0.0000900259,0.000006975691,0.0009002602,0.9976361,0.00002645936,0.0009711898,0.0000030623557],"about_ca_topic_score_codex":0.0005627982,"about_ca_topic_score_gemma":0.0009949205,"teacher_disagreement_score":0.0005627982,"about_ca_system_score_codex":0.00022681554,"about_ca_system_score_gemma":0.0002161818,"threshold_uncertainty_score":0.0016456246},"labels":[],"label_agreement":null},{"id":"W3161164937","doi":"10.1016/j.apmt.2021.101047","title":"Iron-doped zinc oxide for photocatalyzed degradation of humic acid from municipal wastewater","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Higher Education Commision, Pakistan; National Natural Science Foundation of China; RMIT University; Commonwealth Scientific and Industrial Research Organisation; Higher Education Commission, Pakistan; Ontario Ministry of Natural Resources and Forestry","keywords":"Photocatalysis; Humic acid; Wastewater; Photodegradation; Degradation (telecommunications); Zinc; Chemistry; Chemical engineering; Ceramic; Nuclear chemistry; Materials science; Catalysis; Environmental engineering; Organic chemistry; Environmental science","score_opus":0.017035339094679216,"score_gpt":0.2618561826445583,"score_spread":0.24482084354987907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161164937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952791,0.000683634,0.0029705013,0.000057148874,0.0000267431,0.000017779917,0.00007936886,0.00006284536,0.00082294113],"genre_scores_gemma":[0.99713266,0.00032432858,0.0011931706,0.000011730522,0.000003272204,0.0000040254704,0.000053952375,0.000007749869,0.0012690715],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994457,0.0000046426335,0.000004443542,0.000011580694,0.000017084727,0.000017781203],"domain_scores_gemma":[0.99997675,0.0000033300842,0.0000050975677,0.0000019728175,0.000007081485,0.0000057906745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008745704,0.00021556062,0.0002120058,0.00014088617,0.00013011305,0.00020449013,0.00023621644,0.00024902137,0.00040337248],"category_scores_gemma":[0.00010418214,0.0001055366,0.00016357322,0.00009328611,0.000108424225,0.00013763888,0.00015027953,0.00024020046,0.00012140427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009207254,0.000013096377,0.00007573276,0.000038675087,0.0000027067895,0.000023971716,0.0000115565645,0.00008977746,0.9975128,0.000027519245,0.00002608304,0.0020859847],"study_design_scores_gemma":[0.0000072081057,0.00005296484,0.00032730625,0.0000021082556,0.0000055636115,0.000017728684,0.000008041776,0.00066880055,0.9985221,0.0000061995165,0.0003799688,0.0000019771828],"about_ca_topic_score_codex":0.0030908142,"about_ca_topic_score_gemma":0.006470187,"teacher_disagreement_score":0.0030908142,"about_ca_system_score_codex":0.00027997972,"about_ca_system_score_gemma":0.00032332088,"threshold_uncertainty_score":0.006145656},"labels":[],"label_agreement":null},{"id":"W3163858335","doi":"10.1016/j.apmt.2021.101042","title":"Review and prospects of microporous zeolite catalysts for CO2 photoreduction","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"North China University of Technology; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan","keywords":"Zeolite; Microporous material; Photocatalysis; Heteroatom; Materials science; Nanotechnology; Catalysis; Oxide; Metal; Chemical engineering; Chemistry; Organic chemistry; Metallurgy; Composite material","score_opus":0.01004236599239541,"score_gpt":0.26365796760052435,"score_spread":0.25361560160812896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163858335","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008334507,0.9969779,0.00022671802,0.00033252814,0.00036548742,0.0000035543537,0.000025256079,0.0000069375374,0.0012281849],"genre_scores_gemma":[0.005125093,0.9917706,0.00031204184,0.00031340178,0.0005763744,0.000006455552,0.00006248162,0.000003595102,0.0018299603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984777,0.000019595967,0.000020828866,0.000031072355,0.000051120085,0.000029543433],"domain_scores_gemma":[0.99979335,0.000081124774,0.000036317593,0.000008870031,0.000054943775,0.000025354782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939552,0.0005237772,0.00069302594,0.0013282886,0.00018804935,0.0010920719,0.00085421576,0.0009447181,0.0020033629],"category_scores_gemma":[0.00042094965,0.00034702907,0.00033052498,0.0020897894,0.00032212067,0.0016871459,0.0004236862,0.00075615244,0.001119406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003912845,0.00017873048,0.00045591663,0.030590598,0.00019826082,0.0006111771,0.00014288379,0.0011348267,0.047904965,0.015800841,0.041999117,0.86059135],"study_design_scores_gemma":[0.000019889823,0.00015362873,0.000821888,0.0010441693,0.000068056055,0.00044876686,0.00007457628,0.00022269673,0.008343863,0.0029447107,0.98583513,0.000022621996],"about_ca_topic_score_codex":0.0005995101,"about_ca_topic_score_gemma":0.0014288273,"teacher_disagreement_score":0.0020033629,"about_ca_system_score_codex":0.0005656872,"about_ca_system_score_gemma":0.0008629642,"threshold_uncertainty_score":0.0067019463},"labels":[],"label_agreement":null},{"id":"W3175287664","doi":"10.1016/j.apmt.2021.101082","title":"Moisture-tunable, ionic strength-controlled piezoelectric effect in cellulose nanocrystal films","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"Natural Resources Canada; Ministry of Forests, Lands, Natural Resource Operations and Rural Development; Ministry of Forests, Lands and Natural Resource Operations","keywords":"Materials science; Piezoelectricity; Nanocomposite; Poling; Composite material; Flexible electronics; Nanotechnology; Ferroelectricity; Optoelectronics","score_opus":0.004096071029626688,"score_gpt":0.19073712570547605,"score_spread":0.18664105467584935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175287664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367046,0.0008110453,0.002016395,0.00017885672,0.000055433604,0.000008409168,0.00014982726,0.00006967143,0.003039906],"genre_scores_gemma":[0.99718934,0.00037889244,0.001256808,0.000055815795,0.000010345573,0.000007310102,0.00006067577,0.000026684726,0.0010140896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991274,0.000006289201,0.000006540832,0.000028054836,0.000027336218,0.000019055113],"domain_scores_gemma":[0.99985063,0.00005105032,0.000039378418,0.000012382297,0.000024881529,0.000021632108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011940999,0.0001734836,0.00013150345,0.00008297227,0.000109754365,0.00027259946,0.00024252564,0.00016479086,0.0011795469],"category_scores_gemma":[0.00029771595,0.00012678938,0.00008200929,0.000119951044,0.00019669136,0.00029593823,0.00014445698,0.00044752532,0.00020956715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035252386,0.000005513685,0.000046704583,0.000016012837,0.0000013039247,0.00001607123,0.000012441978,0.00002873155,0.99901927,0.00006346095,0.000055569802,0.00069971516],"study_design_scores_gemma":[0.000005235252,0.000018027364,0.0005729361,0.0000016115418,0.0000024998926,0.000023496852,0.00001130877,0.00061791646,0.99834645,0.000011769088,0.0003856145,0.0000032081016],"about_ca_topic_score_codex":0.0009924037,"about_ca_topic_score_gemma":0.0018910968,"teacher_disagreement_score":0.0011795469,"about_ca_system_score_codex":0.00036118424,"about_ca_system_score_gemma":0.00019769763,"threshold_uncertainty_score":0.0039459467},"labels":[],"label_agreement":null},{"id":"W3204615165","doi":"10.1016/j.apmt.2021.101184","title":"Catalyst design strategies for aqueous N2 electroreduction","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Catalysis; Biochemical engineering; Ammonia; Ammonia production; Aqueous solution; Industrialisation; Environmental science; Yield (engineering); Process engineering; Energy consumption; Environmental economics; Nanotechnology; Natural resource economics; Chemistry; Materials science; Engineering; Economics; Organic chemistry","score_opus":0.01738024638733023,"score_gpt":0.22983507087591115,"score_spread":0.2124548244885809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204615165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5123716,0.040460236,0.3808691,0.0014276396,0.0005391595,0.00054175954,0.00032760034,0.0007061424,0.062756896],"genre_scores_gemma":[0.84770405,0.018469619,0.11798436,0.00032252923,0.000075173055,0.00025438285,0.00029365064,0.00012731443,0.014768998],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998473,0.00001748506,0.0000108025615,0.000034326833,0.00006464449,0.000025444568],"domain_scores_gemma":[0.99995434,0.000011922765,0.000008016744,0.000004732545,0.000015367,0.000005605787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031461907,0.0005939145,0.0003973053,0.0003047565,0.00031717235,0.00087656704,0.00077811343,0.00056482514,0.0016149451],"category_scores_gemma":[0.0002701274,0.00027422947,0.00025496483,0.00028016875,0.00027456146,0.0009004287,0.00041532173,0.00051923137,0.00085844734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015532423,0.00015299096,0.00026526948,0.0007649896,0.00003471915,0.00016736657,0.000114431736,0.0046433825,0.9085465,0.016899614,0.0006912222,0.06756413],"study_design_scores_gemma":[0.000052892392,0.00036607264,0.00026040286,0.00004859927,0.00004409646,0.00014889683,0.00010872207,0.02023934,0.93886137,0.003939651,0.035905406,0.000024522602],"about_ca_topic_score_codex":0.00072082056,"about_ca_topic_score_gemma":0.0024478037,"teacher_disagreement_score":0.0016149451,"about_ca_system_score_codex":0.000569136,"about_ca_system_score_gemma":0.00035467822,"threshold_uncertainty_score":0.005402565},"labels":[],"label_agreement":null},{"id":"W4200276683","doi":"10.1016/j.apmt.2021.101294","title":"MXene membrane in planar microwave resonant structures for 5G applications","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; National Natural Science Foundation of China; Canada Foundation for Innovation; CMC Microsystems","keywords":"Microwave; Materials science; Wireless; Antenna (radio); Microelectronics; Optoelectronics; Resonator; Electrical engineering; Electronic engineering; Computer science; Engineering; Telecommunications","score_opus":0.016534863176927588,"score_gpt":0.2588861361103335,"score_spread":0.24235127293340591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200276683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9277144,0.005142759,0.016250433,0.0010433248,0.00018571784,0.000048550814,0.00021146507,0.00031702133,0.049086332],"genre_scores_gemma":[0.9845851,0.0012014351,0.006374454,0.00006449803,0.000017734388,0.00003384194,0.00009342402,0.000025776304,0.0076037096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999553,0.000007049166,0.0000015782908,0.000009180361,0.000012858199,0.000014076078],"domain_scores_gemma":[0.9999815,0.0000051402,0.0000042460247,0.0000029226146,0.000002960214,0.0000032004618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011161732,0.00019960004,0.00015164139,0.00014216239,0.00027866734,0.00048496926,0.00029271905,0.00043662707,0.003260859],"category_scores_gemma":[0.0000912589,0.00014352144,0.00011141655,0.00013945658,0.00021157849,0.0005432229,0.00035907503,0.00029465806,0.00085676764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001493816,0.000029137376,0.00021189456,0.00024951118,0.000010658451,0.00018339291,0.00010701428,0.0009865836,0.93409795,0.05554512,0.0012313586,0.0071979146],"study_design_scores_gemma":[0.000029304185,0.00026195592,0.0011920438,0.00006378467,0.00002208337,0.00025522214,0.00018954565,0.008489615,0.95299196,0.005001157,0.031482983,0.000020295203],"about_ca_topic_score_codex":0.00027571406,"about_ca_topic_score_gemma":0.00047846645,"teacher_disagreement_score":0.003260859,"about_ca_system_score_codex":0.00033504848,"about_ca_system_score_gemma":0.00011421884,"threshold_uncertainty_score":0.010908604},"labels":[],"label_agreement":null},{"id":"W4200488137","doi":"10.1016/j.apmt.2021.101295","title":"Ultrasensitive wearable sensor with novel hybrid structures of silver nanowires and carbon nanotubes in fluoroelastomer: Multi-directional sensing for human health monitoring and stretchable electronics","year":2021,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Materials science; Nanotechnology; Wearable computer; Wearable technology; Carbon nanotube; Nanosensor; Electronic skin; Nanowire; Stretchable electronics; Electronics; Electronic circuit; Optoelectronics; Human motion; Computer science; Electrical engineering; Embedded system","score_opus":0.010967763256937942,"score_gpt":0.23060794890255346,"score_spread":0.21964018564561552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200488137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804975,0.0005876939,0.016960606,0.00010155771,0.000063688065,0.000016111037,0.000091420115,0.0002542901,0.0014271165],"genre_scores_gemma":[0.9838166,0.00024495492,0.013565937,0.000050479455,0.000014249794,0.000013694069,0.00007422313,0.000024713607,0.002195029],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988735,0.0000105402805,0.0000053543504,0.000044925117,0.00003716525,0.000014622083],"domain_scores_gemma":[0.9999137,0.000012457667,0.00002760664,0.00000924049,0.000023245435,0.000013735973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011035012,0.00033911536,0.00021708547,0.00018034602,0.00013659566,0.00024351015,0.00037692237,0.0005617965,0.0005275775],"category_scores_gemma":[0.00014147528,0.00022672948,0.00014904639,0.00015113011,0.0001662124,0.0003987141,0.00023489763,0.00021148715,0.00018106002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025656476,0.000010560823,0.00010688099,0.000012719919,0.0000029694854,0.000039310886,0.0000089888,0.000053077867,0.9985758,0.000055809298,0.00004705763,0.0010610777],"study_design_scores_gemma":[0.0000056395484,0.00007630319,0.0010443047,0.0000022874908,0.000011225693,0.00013642061,0.000013254438,0.0028890932,0.9952252,0.000028313074,0.00056135544,0.0000064958363],"about_ca_topic_score_codex":0.00019928551,"about_ca_topic_score_gemma":0.0007894905,"teacher_disagreement_score":0.0005617965,"about_ca_system_score_codex":0.000174787,"about_ca_system_score_gemma":0.000093770126,"threshold_uncertainty_score":0.0017649531},"labels":[],"label_agreement":null},{"id":"W4220967345","doi":"10.1016/j.apmt.2022.101432","title":"Programming polymorphable yet stiff truss metamaterials in response to temperature","year":2022,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Morphing; Truss; Metamaterial; Curvature; Computer science; Rigidity (electromagnetism); Structural engineering; Actuator; Gaussian curvature; Materials science; Mechanical engineering; Engineering; Geometry; Artificial intelligence; Mathematics; Optoelectronics","score_opus":0.005719153879157176,"score_gpt":0.20624706576804544,"score_spread":0.20052791188888827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220967345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93861836,0.00006382326,0.04659737,0.00016596827,0.00009296243,0.000027204755,0.00003968292,0.0008616207,0.01353296],"genre_scores_gemma":[0.98587555,0.000037721114,0.010845463,0.000051663388,0.000008977965,0.000018805717,0.000025910313,0.00017664977,0.0029592921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999535,0.000006206527,0.0000016364932,0.000009351391,0.0000142461195,0.000014940031],"domain_scores_gemma":[0.9998677,0.000046810226,0.00002524045,0.000027693783,0.00001738996,0.000015113978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009322271,0.0002111754,0.00015326764,0.00009321035,0.00019467833,0.00036305268,0.00041943314,0.00022712196,0.003898909],"category_scores_gemma":[0.00034205205,0.00013707085,0.00010358974,0.00010955621,0.0003419738,0.00045733814,0.00042256326,0.00040794493,0.00031285672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003715211,0.00016691351,0.001115437,0.00019134521,0.000026429936,0.00032251238,0.00030649893,0.09991383,0.79881495,0.05591648,0.0021822404,0.040671892],"study_design_scores_gemma":[0.000107902655,0.00039611346,0.0011292944,0.000015646614,0.00002124085,0.0001280578,0.00022986304,0.7293586,0.23163591,0.030482693,0.0064514293,0.000043209267],"about_ca_topic_score_codex":0.00018101343,"about_ca_topic_score_gemma":0.00093461975,"teacher_disagreement_score":0.003898909,"about_ca_system_score_codex":0.00017643532,"about_ca_system_score_gemma":0.0001495746,"threshold_uncertainty_score":0.013043165},"labels":[],"label_agreement":null},{"id":"W4288987402","doi":"10.1016/j.apmt.2022.101601","title":"Vibration-induced assembly of topologically interlocked materials","year":2022,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Vibration; Structural engineering; Materials science; Engineering; Computer science; Physics; Acoustics","score_opus":0.015811176771586444,"score_gpt":0.22041341004964873,"score_spread":0.2046022332780623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288987402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96275836,0.0003971959,0.021176236,0.00022931072,0.0002513279,0.000021460395,0.000036250058,0.00020535255,0.014924579],"genre_scores_gemma":[0.9956027,0.00005847032,0.0026142425,0.000042452957,0.000015631069,0.000013668382,0.000024990793,0.000022606084,0.001605206],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999262,0.000012016833,0.0000036563458,0.000015209747,0.000022430326,0.000020475367],"domain_scores_gemma":[0.99989045,0.000028423206,0.000027093538,0.000022773744,0.000008718033,0.000022541288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009380188,0.00016424026,0.0001543884,0.00025846387,0.00024893685,0.00042904873,0.00032130236,0.00028242558,0.002651701],"category_scores_gemma":[0.0003269098,0.00018406902,0.00013356436,0.00012530788,0.0004090723,0.00034892376,0.00050311995,0.0003176747,0.00038180494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017410012,0.00013293177,0.00052391575,0.0001533499,0.000032507312,0.00036949114,0.00021078938,0.012351525,0.9165828,0.05252207,0.001312708,0.015633777],"study_design_scores_gemma":[0.0002392556,0.001313253,0.006379939,0.00004566756,0.00004684229,0.0005272571,0.00034388233,0.23397942,0.70573246,0.037735436,0.013558107,0.00009838845],"about_ca_topic_score_codex":0.000049493625,"about_ca_topic_score_gemma":0.00018449037,"teacher_disagreement_score":0.002651701,"about_ca_system_score_codex":0.00015368323,"about_ca_system_score_gemma":0.0001001039,"threshold_uncertainty_score":0.0088707805},"labels":[],"label_agreement":null},{"id":"W4308946686","doi":"10.1016/j.apmt.2022.101681","title":"Design of multi-stimuli responsive hybrid pneumatic – magnetic soft actuator with novel channel integration","year":2022,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Global Engagement, Drexel University; University of Sydney","keywords":"Actuator; Pneumatic actuator; Channel (broadcasting); Computer science; Soft robotics; Control engineering; Electronic engineering; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.025279692930546736,"score_gpt":0.2234800617016185,"score_spread":0.19820036877107175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308946686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87581646,0.0012380584,0.111954756,0.00019209202,0.0002521183,0.00013598922,0.00022307664,0.0007769373,0.009410522],"genre_scores_gemma":[0.9590611,0.0002956049,0.03669022,0.00006228444,0.00003294641,0.00015244934,0.00011049266,0.00003375799,0.0035612236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989533,0.000005296825,0.0000066347347,0.000030598116,0.000033215303,0.00002885889],"domain_scores_gemma":[0.9999081,0.000015044668,0.000025012481,0.00000874777,0.000018984774,0.000024100698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010487358,0.0003078044,0.00030867927,0.00018402166,0.00023028681,0.00034245942,0.0004616536,0.0004016506,0.0009357263],"category_scores_gemma":[0.000110176734,0.00023175491,0.0002258339,0.0001599432,0.00018344632,0.00038551044,0.0003909954,0.00026767084,0.00032681288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046459707,0.00003652808,0.00011369031,0.00008013726,0.00000710372,0.000070763526,0.000015296244,0.0012467667,0.993389,0.0006786684,0.00014387998,0.004171697],"study_design_scores_gemma":[0.000025607262,0.0002570897,0.0008609649,0.0000054578754,0.000017614895,0.000111574554,0.000019668832,0.028461583,0.96582866,0.00014349852,0.0042374115,0.000030989784],"about_ca_topic_score_codex":0.00020014663,"about_ca_topic_score_gemma":0.00063335116,"teacher_disagreement_score":0.0009357263,"about_ca_system_score_codex":0.0002697398,"about_ca_system_score_gemma":0.00037754956,"threshold_uncertainty_score":0.0031303167},"labels":[],"label_agreement":null},{"id":"W4313201902","doi":"10.1016/j.apmt.2022.101725","title":"Epigenetic reprogramming of cancer stem cells to tumor cells using ultrasmall gold nanoparticle","year":2022,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Tokyo Metropolitan University","keywords":"Reprogramming; Epigenetics; DNA methylation; Cancer stem cell; Cancer research; Biology; Cancer; Epigenetic therapy; Nanomedicine; Computational biology; Genetics; Cell; Nanotechnology; Materials science; Gene expression; Gene","score_opus":0.013105135408221856,"score_gpt":0.26223993435015786,"score_spread":0.249134798941936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313201902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97963035,0.0009153696,0.012347477,0.00029363396,0.00010518059,0.000040943287,0.0001752633,0.00021700782,0.0062746727],"genre_scores_gemma":[0.99265736,0.00027182663,0.0024592234,0.000082983446,0.000006359658,0.000014516311,0.000061956554,0.000029829002,0.004415899],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993277,0.0000078418525,0.0000039172733,0.000020569702,0.000019914662,0.000015022558],"domain_scores_gemma":[0.99995136,0.000012219725,0.000012961406,0.00001080655,0.0000063382163,0.000006304758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013061614,0.00013627965,0.0000986892,0.00011041885,0.00010322922,0.00027658846,0.00012726868,0.00019941325,0.000942567],"category_scores_gemma":[0.000114165596,0.00010815378,0.00015754979,0.000070836446,0.00018640378,0.0001578406,0.00017858366,0.00028017064,0.00019313103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019155086,0.000007705822,0.000110518435,0.000022728105,0.000003667689,0.000026208356,0.000033705866,0.00012351689,0.9965922,0.0004711713,0.000064885666,0.0025245682],"study_design_scores_gemma":[0.0000027768506,0.000024434828,0.0003888363,0.0000011025111,0.0000033596818,0.000020886091,0.00001189147,0.00047279132,0.9975351,0.00005037089,0.0014868848,0.000001590345],"about_ca_topic_score_codex":0.00045582376,"about_ca_topic_score_gemma":0.0012226723,"teacher_disagreement_score":0.000942567,"about_ca_system_score_codex":0.0002863898,"about_ca_system_score_gemma":0.00012627021,"threshold_uncertainty_score":0.0031531453},"labels":[],"label_agreement":null},{"id":"W4315629171","doi":"10.1016/j.apmt.2023.101732","title":"Porous PVDF mats with significantly enhanced dielectric properties and novel dipole arrangement for high-performance triboelectric nanogenerators","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Triboelectric effect; Materials science; Dielectric; Polyvinylidene fluoride; Electrospinning; Composite material; Nanogenerator; Porosity; Layer (electronics); Nanoparticle; Nanotechnology; Optoelectronics; Polymer; Piezoelectricity","score_opus":0.015806711865592467,"score_gpt":0.1862032273871728,"score_spread":0.17039651552158033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315629171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788336,0.0012204663,0.016018573,0.00031529044,0.00014629877,0.00002470285,0.0002724656,0.0003016391,0.0028669967],"genre_scores_gemma":[0.9943445,0.00027104325,0.0043897494,0.00003723045,0.000021879996,0.00001680044,0.000099767065,0.000025372165,0.00079368707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999074,0.000007534753,0.000008013058,0.000024788696,0.000025589432,0.00002671055],"domain_scores_gemma":[0.9998745,0.00002621595,0.000031153475,0.000017965524,0.000023476216,0.00002675788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009877911,0.00022800351,0.00014569133,0.0002442873,0.00014568187,0.00028377134,0.00029161212,0.00037872238,0.0008166996],"category_scores_gemma":[0.00022783031,0.00017375193,0.0001296825,0.00021707221,0.00019158707,0.00041328004,0.00024445038,0.00044252718,0.0002481603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020704098,0.000012421648,0.00007414741,0.00003160896,0.0000029497276,0.000054805674,0.00001214798,0.000092973576,0.9975733,0.00022551819,0.00008153547,0.0018179463],"study_design_scores_gemma":[0.0000097383145,0.000049965438,0.0008941005,0.0000023047687,0.00000595398,0.0001132504,0.00001514788,0.0011896162,0.99606687,0.000090977475,0.0015559744,0.000006173154],"about_ca_topic_score_codex":0.00008252171,"about_ca_topic_score_gemma":0.0002750797,"teacher_disagreement_score":0.0008166996,"about_ca_system_score_codex":0.00015055736,"about_ca_system_score_gemma":0.0000653753,"threshold_uncertainty_score":0.0027321577},"labels":[],"label_agreement":null},{"id":"W4319944766","doi":"10.1016/j.apmt.2023.101737","title":"Tissue engineering of skeletal muscle, tendons and nerves: A review of manufacturing strategies to meet structural and functional requirements","year":2023,"lang":"en","type":"review","venue":"Applied Materials Today","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; European Cooperation in Science and Technology","keywords":"Macro; Tissue engineering; Computer science; Fabrication; Function (biology); Nanotechnology; Biochemical engineering; Engineering; Materials science; Biomedical engineering; Biology; Medicine","score_opus":0.02958683489720829,"score_gpt":0.3103994823629805,"score_spread":0.28081264746577217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319944766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032698846,0.9974879,0.00044708772,0.00013778845,0.0001601812,0.000008447096,0.000022328093,0.000010708867,0.001398525],"genre_scores_gemma":[0.0008642469,0.9977646,0.00058533775,0.000072113566,0.00006882555,0.000011305111,0.000024053712,0.000002037146,0.0006075323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977225,0.000027054602,0.000036785837,0.00004066291,0.000101514925,0.000021682377],"domain_scores_gemma":[0.99981564,0.00008979886,0.000031003456,0.0000065510962,0.000044047272,0.000012904494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050257356,0.0009951233,0.0011936511,0.0023962008,0.0002986262,0.00079744885,0.00058991567,0.0008748998,0.0023453895],"category_scores_gemma":[0.0003833433,0.00038073835,0.0005655718,0.002238952,0.0003554,0.0011639877,0.00049121847,0.0012130504,0.0015512938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045113935,0.00013753076,0.0001341994,0.054196183,0.000111053065,0.00031072457,0.0001661322,0.0012128872,0.017121177,0.010041993,0.018799497,0.89772344],"study_design_scores_gemma":[0.0000091187185,0.00013826508,0.0006012311,0.004455042,0.00009695024,0.0010411878,0.00006980575,0.00017739642,0.0027766714,0.0017355008,0.98887336,0.000025566005],"about_ca_topic_score_codex":0.0008923792,"about_ca_topic_score_gemma":0.0013533018,"teacher_disagreement_score":0.0023962008,"about_ca_system_score_codex":0.00037731283,"about_ca_system_score_gemma":0.0009065536,"threshold_uncertainty_score":0.007846117},"labels":[],"label_agreement":null},{"id":"W4327606762","doi":"10.1016/j.apmt.2023.101783","title":"Multidimensional evaluation of highly durable scalable and seamlessly integrated fiber-based electrodes for wearable applications","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; PEDOT:PSS; Coating; Wearable technology; Textile; Electronics; Conductive polymer; Fiber; Weaving; Wearable computer; Nanotechnology; Composite material; Polymer; Computer science; Electrical engineering; Embedded system; Engineering","score_opus":0.019249737294824983,"score_gpt":0.25173414092745,"score_spread":0.23248440363262501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327606762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935759,0.0009972261,0.0032179789,0.000109458764,0.00005836119,0.00003589047,0.00024083788,0.00008224449,0.0016821397],"genre_scores_gemma":[0.9904807,0.00092694134,0.005902985,0.00004003277,0.000014564349,0.000041117102,0.00022749082,0.00003115134,0.002335092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998067,0.000012204426,0.000010305324,0.000037171892,0.00009543205,0.000038263886],"domain_scores_gemma":[0.9997973,0.000034441782,0.000045504887,0.000026653259,0.000071079696,0.000025110492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021509641,0.0002852853,0.00015845813,0.00016824543,0.00013876044,0.00045778678,0.00034010722,0.00056873227,0.0007659624],"category_scores_gemma":[0.0005312628,0.00016387358,0.00016842713,0.00021034607,0.00017309992,0.00046799047,0.00027301224,0.00029381315,0.00022010275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003386932,0.000046333495,0.00016936292,0.00005938426,0.000010143311,0.00007793455,0.00004254412,0.0003978462,0.99608177,0.00010735303,0.00014962596,0.002823946],"study_design_scores_gemma":[0.000007785944,0.00035688846,0.0014534778,0.000007976193,0.0000145185895,0.00010324842,0.00006812605,0.0021634088,0.9940201,0.000034037326,0.0017634386,0.000006881472],"about_ca_topic_score_codex":0.00035594506,"about_ca_topic_score_gemma":0.0012229215,"teacher_disagreement_score":0.0007659624,"about_ca_system_score_codex":0.00024382284,"about_ca_system_score_gemma":0.00013556525,"threshold_uncertainty_score":0.002562344},"labels":[],"label_agreement":null},{"id":"W4362675488","doi":"10.1016/j.apmt.2023.101811","title":"Effect of Ag-doping strategies on the Lewis acid/base behavior of mesoporous TiO2 photocatalyst and its performance in CO2 photoreduction","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"North China University of Technology; Natural Sciences and Engineering Research Council of Canada; National Science and Technology Council","keywords":"Lewis acids and bases; Photocatalysis; Mesoporous material; Selectivity; Doping; Materials science; Catalysis; Charge carrier; Base (topology); Photochemistry; Nanotechnology; Chemistry; Organic chemistry; Optoelectronics","score_opus":0.013825660488101377,"score_gpt":0.2686908345461542,"score_spread":0.25486517405805287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362675488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773383,0.00062886946,0.0005042657,0.000031108575,0.000032077864,0.000009379094,0.000096067844,0.00004000825,0.0009243598],"genre_scores_gemma":[0.99874544,0.00025951967,0.0004427037,0.000015634643,0.0000052874752,0.000004869824,0.00004979129,0.0000152366065,0.0004614627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982375,0.000018756124,0.00002859002,0.000048010137,0.00003617193,0.000044764965],"domain_scores_gemma":[0.9998264,0.000052619343,0.000036358088,0.000016534466,0.000043897617,0.000024263822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001564759,0.00036348664,0.00022338101,0.000192374,0.00016730334,0.0005089064,0.00033627855,0.00040821315,0.0010645224],"category_scores_gemma":[0.0004198628,0.00018428118,0.00015196447,0.00021423105,0.0002116005,0.00035790566,0.00014186784,0.00029458335,0.0002698633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032951895,0.000051904946,0.00019653483,0.00004968786,0.000010694176,0.000053370466,0.000025666965,0.0001346715,0.99663264,0.00006092396,0.000045359422,0.0024090507],"study_design_scores_gemma":[0.0000044075127,0.000082087376,0.00044086625,0.0000024552332,0.000009805547,0.000019102246,0.000010734619,0.00051834894,0.99866676,0.000008213047,0.0002334924,0.0000037150458],"about_ca_topic_score_codex":0.0013212948,"about_ca_topic_score_gemma":0.002660452,"teacher_disagreement_score":0.0013212948,"about_ca_system_score_codex":0.00030958405,"about_ca_system_score_gemma":0.00020141991,"threshold_uncertainty_score":0.003561139},"labels":[],"label_agreement":null},{"id":"W4379203074","doi":"10.1016/j.apmt.2023.101858","title":"Tuning the catalytic activity of Nb2C MXenes via surface functionalization and defects","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation; Compute Canada","keywords":"MXenes; Materials science; Dissociation (chemistry); Catalysis; Adsorption; Surface modification; Chemical engineering; Nanotechnology; Chemistry; Engineering; Biochemistry; Organic chemistry","score_opus":0.02017297760365757,"score_gpt":0.24594457251533122,"score_spread":0.22577159491167365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379203074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952106,0.0005775399,0.0009598367,0.00007047763,0.000012139207,0.00000945856,0.000091401096,0.000041563446,0.003027083],"genre_scores_gemma":[0.9987821,0.00020435281,0.00038231947,0.000010886096,0.0000022042368,0.000006016519,0.00005505864,0.00001360457,0.0005433989],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999312,0.000005038834,0.0000050635413,0.000016974387,0.000020939393,0.000020761745],"domain_scores_gemma":[0.9999528,0.000011987416,0.000011185525,0.000008158679,0.000009895236,0.000005949603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011824923,0.00026431016,0.00014689825,0.0001708086,0.00013154821,0.0004557914,0.00025875604,0.00022774671,0.0011049954],"category_scores_gemma":[0.00019812166,0.00012656953,0.00007373541,0.00013101718,0.00019640088,0.00032062916,0.0001632079,0.00024283616,0.00019717186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007281096,0.000013380514,0.00019609787,0.000044199453,0.0000036868776,0.000017501681,0.00002131006,0.00013864295,0.99709666,0.00042053798,0.00006638573,0.0019086763],"study_design_scores_gemma":[0.000005442583,0.00004254886,0.0005843705,0.0000033097467,0.000003576267,0.000023247203,0.000017896913,0.001005783,0.9972355,0.000043636213,0.0010317287,0.0000029444261],"about_ca_topic_score_codex":0.00068853755,"about_ca_topic_score_gemma":0.0011005339,"teacher_disagreement_score":0.0011049954,"about_ca_system_score_codex":0.00026749147,"about_ca_system_score_gemma":0.000112629175,"threshold_uncertainty_score":0.0036965013},"labels":[],"label_agreement":null},{"id":"W4385679618","doi":"10.1016/j.apmt.2023.101893","title":"The thermodynamic stability of the Cassie–Baxter regime determined by the geometric parameters of hierarchical superhydrophobic surfaces","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetting; Materials science; Contact angle; Wetting transition; Fabrication; Surface energy; Microstructure; Nanotechnology; Silicone rubber; Surface finish; Surface roughness; Replication (statistics); Composite material","score_opus":0.020025217657003547,"score_gpt":0.23472085020412245,"score_spread":0.2146956325471189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385679618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99187183,0.0003946787,0.0033303625,0.00017909333,0.000018637747,0.0000062183767,0.00004339452,0.000045460853,0.0041102786],"genre_scores_gemma":[0.99916506,0.0001002495,0.0003762249,0.000013068821,0.000012408668,0.000006224754,0.000033569802,0.000011296325,0.00028211094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986863,0.000028230032,0.0000059595163,0.000023328823,0.00004282765,0.000031007432],"domain_scores_gemma":[0.99972314,0.00013027796,0.000045788023,0.0000338733,0.000046490946,0.000020444226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708198,0.00015841084,0.0002438196,0.0006172833,0.00042943252,0.00064393046,0.00028015889,0.00040677973,0.002135669],"category_scores_gemma":[0.00089839415,0.00025551752,0.00011722343,0.0002588471,0.00078890467,0.0005807127,0.00037158286,0.0005417162,0.00028393316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004595351,0.00012770618,0.003562713,0.00017636077,0.000053898115,0.0002635493,0.00038798968,0.042403013,0.8067336,0.1345518,0.0012650521,0.010014796],"study_design_scores_gemma":[0.00010176234,0.00024749557,0.012480157,0.000026554473,0.000031639014,0.00032836993,0.00022848081,0.47889772,0.4100544,0.094305575,0.0031558105,0.00014208753],"about_ca_topic_score_codex":0.00034649565,"about_ca_topic_score_gemma":0.00032190362,"teacher_disagreement_score":0.002135669,"about_ca_system_score_codex":0.00036058557,"about_ca_system_score_gemma":0.00018623554,"threshold_uncertainty_score":0.0071445107},"labels":[],"label_agreement":null},{"id":"W4386940794","doi":"10.1016/j.apmt.2023.101931","title":"Aspects of luminescence nanoprobes for thermometry: Progress and outlook","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Luminescence; Thermometer; Nanomaterials; Materials science; Nanotechnology; Context (archaeology); Photoluminescence; Luminescent Measurements; Optoelectronics; Physics","score_opus":0.01515124420458654,"score_gpt":0.2530440136757656,"score_spread":0.23789276947117907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386940794","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013307483,0.84983,0.1112898,0.0080171125,0.0006694838,0.00013210674,0.00034408458,0.00032720878,0.016082743],"genre_scores_gemma":[0.1472718,0.6552287,0.1722867,0.004518008,0.0025226776,0.0005872045,0.0008764946,0.0003130897,0.016395437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998629,0.00058014365,0.00007721177,0.00019027393,0.00036404305,0.00015938755],"domain_scores_gemma":[0.9964318,0.0022294172,0.00018716477,0.00022397551,0.0007316283,0.0001959634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009338035,0.0015616666,0.0012174179,0.0017217762,0.0006673778,0.0028067105,0.0023310503,0.002744792,0.004155421],"category_scores_gemma":[0.0027560296,0.0007571183,0.0006154651,0.0011037472,0.002805212,0.0059839906,0.0014669773,0.002356559,0.0022964156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085442467,0.0010979215,0.0030550347,0.008235121,0.00015945233,0.0007876142,0.0008984604,0.0040657762,0.35012817,0.11535506,0.020736005,0.49462694],"study_design_scores_gemma":[0.00011693292,0.0012859058,0.003360504,0.0014934662,0.0001096116,0.0027048134,0.00094613474,0.0127898855,0.32198885,0.079558164,0.5753926,0.00025311994],"about_ca_topic_score_codex":0.0010903291,"about_ca_topic_score_gemma":0.0015628486,"teacher_disagreement_score":0.009338035,"about_ca_system_score_codex":0.0014145559,"about_ca_system_score_gemma":0.0014895187,"threshold_uncertainty_score":0.049384832},"labels":[],"label_agreement":null},{"id":"W4387736125","doi":"10.1016/j.apmt.2023.101963","title":"Novel experimental and multiscale study of additively manufactured ABS-carbon nanotubes nanocomposites","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Nanocomposite; Materials science; Microscale chemistry; Composite material; Carbon nanotube; Homogenization (climate); Quenching (fluorescence); Dispersion (optics); Elastic modulus; Ultimate tensile strength; Economies of agglomeration; Modulus; Chemical engineering; Mathematics","score_opus":0.013566931223576627,"score_gpt":0.22475483762488957,"score_spread":0.21118790640131294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387736125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994922,0.00015413397,0.0025791274,0.000028163544,0.000018559129,0.000011894981,0.00011934314,0.00005604821,0.0021108503],"genre_scores_gemma":[0.9970186,0.00006817111,0.001929382,0.000007287149,0.000007254622,0.000012307089,0.00004502493,0.000013984222,0.000898031],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998301,0.000009179317,0.000006340664,0.000048507492,0.00008238043,0.000023474457],"domain_scores_gemma":[0.99987113,0.00003682981,0.00003575197,0.00002052736,0.000025219388,0.000010441185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118905264,0.00023435245,0.00014976926,0.00018324144,0.0002731182,0.00021547596,0.00027693808,0.00028232113,0.002369424],"category_scores_gemma":[0.00015960664,0.00015369512,0.00015789118,0.00017024194,0.00039353338,0.00027006687,0.0002101432,0.00037309623,0.00018368069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021172596,0.000018080045,0.00010266259,0.000017830644,0.0000018224949,0.000037016594,0.00002284732,0.00014158389,0.99904996,0.0001854061,0.000019522604,0.00038202884],"study_design_scores_gemma":[0.000004186148,0.00006590834,0.0025124496,0.0000019475365,0.000004673919,0.00005047622,0.000031135154,0.003145844,0.99362457,0.0000527038,0.0005015138,0.000004721705],"about_ca_topic_score_codex":0.00060817995,"about_ca_topic_score_gemma":0.0009356849,"teacher_disagreement_score":0.002369424,"about_ca_system_score_codex":0.00023373235,"about_ca_system_score_gemma":0.000108942404,"threshold_uncertainty_score":0.007926524},"labels":[],"label_agreement":null},{"id":"W4390086634","doi":"10.1016/j.apmt.2023.102035","title":"Development of photocrosslinkable bioinks with improved electromechanical properties for 3D bioprinting of cardiac BioRings","year":2023,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Institut TransMedTech; Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"3D bioprinting; Materials science; Tissue engineering; Biomedical engineering; Gelatin; Self-healing hydrogels; Methacrylate; Nanotechnology; Polymer; Composite material; Chemistry; Engineering; Copolymer","score_opus":0.02077348862352473,"score_gpt":0.24142129556424308,"score_spread":0.22064780694071834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390086634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97561306,0.0022463163,0.018967109,0.00012813797,0.00011541489,0.00004943373,0.00010310875,0.00028159065,0.0024957925],"genre_scores_gemma":[0.9773033,0.000960881,0.018806694,0.000094069175,0.000018910792,0.000049158996,0.00011143836,0.00008339943,0.0025721793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984515,0.000012536399,0.000017814502,0.000037043585,0.000052646537,0.00003476778],"domain_scores_gemma":[0.99973696,0.00004922475,0.00010264338,0.00003500268,0.000037572237,0.00003867713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256107,0.00033500118,0.00023339095,0.00022742814,0.00012210623,0.00040513193,0.0002462568,0.0005836936,0.0006340466],"category_scores_gemma":[0.00046807298,0.00022949315,0.00028972354,0.00014554123,0.00016468186,0.00036207488,0.00026597505,0.0004868017,0.0002654977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006501097,0.00000906513,0.00002361703,0.000019876743,0.0000021212352,0.000027315515,0.000011174465,0.00012494493,0.9982821,0.000046156492,0.000013559765,0.0014335489],"study_design_scores_gemma":[0.0000035123267,0.00005095715,0.000565475,0.0000027745282,0.0000057541392,0.00008782744,0.000004544785,0.0008006733,0.99768233,0.000015833297,0.0007760281,0.0000041923504],"about_ca_topic_score_codex":0.00017887459,"about_ca_topic_score_gemma":0.00056860055,"teacher_disagreement_score":0.0006340466,"about_ca_system_score_codex":0.00029842413,"about_ca_system_score_gemma":0.00013599898,"threshold_uncertainty_score":0.002165258},"labels":[],"label_agreement":null},{"id":"W4391796296","doi":"10.1016/j.apmt.2024.102091","title":"Yolk–shell structured carbon hollow spheres (CHS)/metal-organic framework nanoparticles-holding epoxy composite inheriting smart anti-corrosion feature","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Shell (structure); Composite number; Epoxy; Materials science; Nanoparticle; Corrosion; SPHERES; Yolk; Composite material; Carbon fibers; Nanotechnology; Engineering; Chemistry","score_opus":0.010520277854178682,"score_gpt":0.22948396150388212,"score_spread":0.21896368364970342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391796296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887566,0.00052904914,0.0054139197,0.000067427005,0.000060068414,0.000017606519,0.00016919799,0.00031019145,0.0046758405],"genre_scores_gemma":[0.9945537,0.0001454731,0.00278075,0.000026999764,0.000007913826,0.0000062471113,0.00010986552,0.000022810116,0.0023461694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999018,0.000005303814,0.000004732793,0.000028987006,0.000029094354,0.000030071662],"domain_scores_gemma":[0.9999088,0.000011527864,0.00002096366,0.00000788183,0.000023108989,0.000027636586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008025321,0.00027587055,0.00012942926,0.00014870909,0.00013338338,0.00019074403,0.000187049,0.00033308085,0.0010037783],"category_scores_gemma":[0.00010581624,0.00012834943,0.00016312185,0.00008785206,0.00015546815,0.00018396412,0.0001625252,0.00024283546,0.00029843178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002989409,0.000006555522,0.000066381785,0.00002846112,0.0000029964833,0.00005248758,0.000007543589,0.00008977053,0.99812573,0.00013708489,0.00007205708,0.0013810665],"study_design_scores_gemma":[0.0000028300406,0.000055054777,0.0009069319,0.000001656569,0.0000055360174,0.00006454339,0.000007920101,0.00079296157,0.99727196,0.000015047049,0.00087094156,0.0000046256528],"about_ca_topic_score_codex":0.00084470195,"about_ca_topic_score_gemma":0.0021334796,"teacher_disagreement_score":0.0010037783,"about_ca_system_score_codex":0.00020264022,"about_ca_system_score_gemma":0.00014345889,"threshold_uncertainty_score":0.0033579469},"labels":[],"label_agreement":null},{"id":"W4396572048","doi":"10.1016/j.apmt.2024.102214","title":"An implantable memristor towards biomedical applications","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; Fujian Normal University; Xi’an Jiaotong University; National Natural Science Foundation of China","keywords":"Memristor; Neuromorphic engineering; Quantum tunnelling; Computer science; Field (mathematics); Electronic engineering; Nanotechnology; Memistor; Electrical engineering; Resistive random-access memory; Materials science; Engineering; Voltage; Artificial intelligence; Artificial neural network; Optoelectronics","score_opus":0.008880037434914707,"score_gpt":0.2515732349587514,"score_spread":0.2426931975238367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396572048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63435084,0.022037456,0.2532257,0.0064836885,0.0041104616,0.0002676743,0.0006388911,0.00386871,0.075016506],"genre_scores_gemma":[0.9152356,0.004125962,0.050782412,0.00094196753,0.00029446383,0.00007092465,0.00010462558,0.00016561586,0.028278513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999354,0.000006795571,0.000004727769,0.000016924609,0.00002382527,0.00001232853],"domain_scores_gemma":[0.9998996,0.000021478458,0.00001754402,0.000016176278,0.000029270459,0.000015903785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018276332,0.00030612806,0.0002247832,0.00025411256,0.00025617465,0.0006363413,0.0007551397,0.0006532998,0.002246299],"category_scores_gemma":[0.00030105747,0.00016136322,0.00021965116,0.00015584231,0.00034088353,0.0010346511,0.0003754173,0.00052258855,0.00091805146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011325346,0.00003569011,0.00017296302,0.00018320336,0.000012235503,0.00026396936,0.00007055895,0.00065021013,0.96126974,0.0061889426,0.0010470942,0.029992059],"study_design_scores_gemma":[0.000025902751,0.00073329423,0.0005471723,0.00006990889,0.000056177603,0.001047415,0.00008058874,0.01476413,0.9322125,0.0038755985,0.046560794,0.00002655376],"about_ca_topic_score_codex":0.000105917694,"about_ca_topic_score_gemma":0.00019368426,"teacher_disagreement_score":0.002246299,"about_ca_system_score_codex":0.00016919525,"about_ca_system_score_gemma":0.00020942712,"threshold_uncertainty_score":0.007514596},"labels":[],"label_agreement":null},{"id":"W4399008578","doi":"10.1016/j.apmt.2024.102250","title":"Nanobioactive blood-derived shear-thinning biomaterial for tissue engineering applications","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and ICT, South Korea; Iran Telecommunication Research Center; National Institute of Diabetes and Digestive and Kidney Diseases; Korea University Guro Hospital; National Research Foundation of Korea; Institute for Information and Communications Technology Promotion; Korea University; National Research Foundation","keywords":"Biomaterial; Tissue engineering; Thinning; Materials science; Shear (geology); Biomedical engineering; Composite material; Engineering; Nanotechnology; Biology","score_opus":0.011759546369277637,"score_gpt":0.27356343110670683,"score_spread":0.2618038847374292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399008578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93559,0.015569975,0.037732344,0.0005855129,0.00055703346,0.000094488656,0.00031872257,0.00032937867,0.009222618],"genre_scores_gemma":[0.97605896,0.0028840704,0.015151883,0.00038461364,0.000065020955,0.000054334763,0.00014499333,0.000034467128,0.0052216495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999279,0.000008920132,0.000005007784,0.000012022654,0.00003414356,0.0000120957975],"domain_scores_gemma":[0.9999243,0.000018636403,0.000017808132,0.000005405451,0.000017915567,0.000016031485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024761882,0.00027800418,0.0001460272,0.00027464706,0.0001355204,0.00032040698,0.00019652245,0.00048658738,0.0011409639],"category_scores_gemma":[0.00017226988,0.00014434228,0.00017748974,0.00012485679,0.00016727622,0.00025267,0.00017487784,0.00033926315,0.00029573822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018417444,0.000011785478,0.00003105057,0.000034097535,0.000002388734,0.000025347088,0.000007718586,0.00012364646,0.99764144,0.00016927469,0.00008207218,0.0018527532],"study_design_scores_gemma":[0.0000065213194,0.000066244356,0.00043201528,0.000006646961,0.000009638208,0.00011568039,0.00001439897,0.0013152659,0.99539846,0.00010013576,0.0025291608,0.0000059378876],"about_ca_topic_score_codex":0.00012726006,"about_ca_topic_score_gemma":0.00035364318,"teacher_disagreement_score":0.0011409639,"about_ca_system_score_codex":0.00016181527,"about_ca_system_score_gemma":0.00019184225,"threshold_uncertainty_score":0.003816843},"labels":[],"label_agreement":null},{"id":"W4399880326","doi":"10.1016/j.apmt.2024.102296","title":"Present challenges in development of lightweight high entropy alloys: A review","year":2024,"lang":"en","type":"review","venue":"Applied Materials Today","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Toronto Metropolitan University","funders":"Office of Energy Research and Development; Natural Sciences and Engineering Research Council of Canada","keywords":"High entropy alloys; Development (topology); Computer science; Entropy (arrow of time); Materials science; Mathematics; Physics; Metallurgy; Alloy; Thermodynamics; Mathematical analysis","score_opus":0.04699989437724247,"score_gpt":0.28253766940315894,"score_spread":0.23553777502591647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399880326","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017208078,0.9987961,0.00014344456,0.00019045791,0.00012239184,0.000002499273,0.000014213978,0.000004187783,0.0005545499],"genre_scores_gemma":[0.00070990017,0.99849975,0.00019549522,0.000119689175,0.00012499146,0.000003506198,0.000018496401,0.0000012174373,0.0003269882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998274,0.000020829315,0.000028252673,0.00003615202,0.00007060203,0.000016773194],"domain_scores_gemma":[0.99952734,0.0002610977,0.00006546175,0.00001051378,0.00011000872,0.000025717369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062341976,0.0007219913,0.0010042359,0.0019249154,0.00025554918,0.0009977473,0.000656518,0.0009799635,0.0024390067],"category_scores_gemma":[0.0008353732,0.0003290934,0.00040612105,0.0017621004,0.00040569017,0.0014844475,0.0006332844,0.001093645,0.001119831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008495237,0.00008213435,0.00034641082,0.038434,0.00008291499,0.00021198906,0.00010062045,0.000605242,0.00496089,0.0070415298,0.019515296,0.9285341],"study_design_scores_gemma":[0.0000151124905,0.0001391082,0.0007301932,0.005354978,0.0001574501,0.00086034596,0.00012344193,0.00016705898,0.0015783617,0.003180123,0.98766756,0.000026346272],"about_ca_topic_score_codex":0.00075283356,"about_ca_topic_score_gemma":0.0018921006,"teacher_disagreement_score":0.0024390067,"about_ca_system_score_codex":0.00034539262,"about_ca_system_score_gemma":0.001138778,"threshold_uncertainty_score":0.00815922},"labels":[],"label_agreement":null},{"id":"W4400601879","doi":"10.1016/j.apmt.2024.102321","title":"High performance flexible green triboelectric nanogenerator with polyethylene oxide/mica tribo-positive composite material","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; University of New Brunswick","funders":"","keywords":"Triboelectric effect; Nanogenerator; Materials science; Composite number; Mica; Composite material; Polyethylene; Oxide; Nanotechnology; Metallurgy","score_opus":0.005536804024869934,"score_gpt":0.18806686402816752,"score_spread":0.18253006000329758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400601879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862134,0.0010467569,0.008564563,0.00017102427,0.00012007474,0.000026622258,0.00020182799,0.00029962527,0.0033560952],"genre_scores_gemma":[0.9927791,0.00023625641,0.0042477557,0.000049593065,0.000014756776,0.000016591157,0.00010565869,0.000025264018,0.0025250146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990547,0.0000065768318,0.0000055819564,0.000024894238,0.00004000126,0.000017445933],"domain_scores_gemma":[0.9999287,0.000012512219,0.000015685833,0.000009709035,0.000014183382,0.000019084806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115328265,0.00024442197,0.00021861737,0.00026956756,0.00014123374,0.0002619372,0.00030547328,0.00031592115,0.0010037012],"category_scores_gemma":[0.00013089106,0.00014230926,0.0001494443,0.00020130911,0.000110021465,0.0003661856,0.00020672384,0.0002865321,0.0003393267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029163466,0.0000100005545,0.000050822182,0.000023897464,0.0000020467612,0.00004258498,0.000009492102,0.00004882238,0.998061,0.00007419087,0.00007112807,0.0015768418],"study_design_scores_gemma":[0.0000071732875,0.00010215089,0.0012830554,0.0000031611883,0.0000061774767,0.00013653755,0.00001154731,0.001064722,0.99584657,0.000026512162,0.0015058982,0.000006652225],"about_ca_topic_score_codex":0.00009332073,"about_ca_topic_score_gemma":0.00027300182,"teacher_disagreement_score":0.0010037012,"about_ca_system_score_codex":0.00012542718,"about_ca_system_score_gemma":0.000070281945,"threshold_uncertainty_score":0.003357768},"labels":[],"label_agreement":null},{"id":"W4400765632","doi":"10.1016/j.apmt.2024.102327","title":"3D-printed polymer-derived ceramics with tunable cellular architectures","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; National Research Council Canada","funders":"National Research Council Canada; Defence Research and Development Canada","keywords":"Ceramic; Polymer; Materials science; 3d printed; Nanotechnology; Computer science; Composite material; Engineering; Manufacturing engineering","score_opus":0.006426633482471755,"score_gpt":0.18687425258732202,"score_spread":0.18044761910485027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400765632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430939,0.0020908879,0.033561606,0.00021909985,0.00040442235,0.00006219194,0.00057546014,0.0012785571,0.018713918],"genre_scores_gemma":[0.97922987,0.0008604604,0.014478047,0.00009080609,0.00004153126,0.000055419896,0.00019556083,0.00012930122,0.0049190046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998505,0.00000942211,0.000011702612,0.000039758175,0.000048452075,0.000040051396],"domain_scores_gemma":[0.99984324,0.000036450987,0.000041744857,0.000029892972,0.000021968684,0.000026754877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014489306,0.0003677538,0.00024522588,0.00035551624,0.00023506834,0.00081030774,0.00043963583,0.00040965783,0.0014716863],"category_scores_gemma":[0.0002677344,0.00033731488,0.0004306199,0.00030946068,0.00033436273,0.00042431086,0.0005732663,0.0005954763,0.0010297103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004848084,0.000020122681,0.00008952609,0.00007269602,0.0000073955093,0.00009629538,0.000042244144,0.0010433628,0.9922999,0.00092006265,0.00023039314,0.0051294],"study_design_scores_gemma":[0.000015301519,0.00009846712,0.0005843879,0.0000046512864,0.000016710579,0.00011915659,0.0000223685,0.0026571157,0.9907017,0.00021980217,0.00554136,0.000018967396],"about_ca_topic_score_codex":0.00023024753,"about_ca_topic_score_gemma":0.000790239,"teacher_disagreement_score":0.0014716863,"about_ca_system_score_codex":0.00038788765,"about_ca_system_score_gemma":0.00019870662,"threshold_uncertainty_score":0.0049233437},"labels":[],"label_agreement":null},{"id":"W4401476875","doi":"10.1016/j.apmt.2024.102362","title":"Advanced ternary carbon-based hybrid nanocomposites for electromagnetic functional behavior in additive manufacturing","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Banco Nacional de Desenvolvimento Econômico e Social; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Space Biomedical Research Institute","keywords":"Ternary operation; Nanocomposite; Materials science; Carbon fibers; Composite material; Nanotechnology; Computer science; Composite number","score_opus":0.007929013894326256,"score_gpt":0.22686354983061716,"score_spread":0.2189345359362909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401476875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646721,0.0033176353,0.015382481,0.00019281858,0.00020103283,0.000046552446,0.00013267403,0.0003446429,0.01571012],"genre_scores_gemma":[0.9916774,0.00038918445,0.0053152083,0.000028462442,0.000013505786,0.000018837247,0.000053861153,0.00002877563,0.0024747346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998975,0.000011386859,0.000006576371,0.000019558143,0.00004313768,0.000021852627],"domain_scores_gemma":[0.99989486,0.000029205128,0.000016329588,0.000009708734,0.00002980564,0.000020130226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117682415,0.00022765616,0.0001270234,0.00037904945,0.00025593737,0.00042751894,0.00026380288,0.0003878213,0.0021495465],"category_scores_gemma":[0.00023021502,0.000110219924,0.00012215514,0.00025225838,0.00017268614,0.00044731863,0.0002817817,0.0003817014,0.00033379454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009144439,0.000065520224,0.00011062271,0.00013576276,0.000008113404,0.00006111859,0.0000263957,0.0008252741,0.9867236,0.002070876,0.0002826847,0.009598602],"study_design_scores_gemma":[0.000005738214,0.000110534274,0.00042265284,0.0000077329305,0.000009389213,0.000048656348,0.000016360373,0.005947923,0.99082863,0.00019835484,0.0023948033,0.0000091630745],"about_ca_topic_score_codex":0.0003121033,"about_ca_topic_score_gemma":0.0015089967,"teacher_disagreement_score":0.0021495465,"about_ca_system_score_codex":0.00030697358,"about_ca_system_score_gemma":0.0001571453,"threshold_uncertainty_score":0.0071909428},"labels":[],"label_agreement":null},{"id":"W4403826878","doi":"10.1016/j.apmt.2024.102482","title":"Low-cost fabrication of digital light processing 3D printed conical microneedles for biomedical applications","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fabrication; Materials science; Digital Light Processing; Conical surface; Nanotechnology; 3d printed; 3D printing; Materials processing; Optoelectronics; Computer science; Engineering; Biomedical engineering; Composite material; Process engineering; Artificial intelligence","score_opus":0.013278274280691223,"score_gpt":0.27930582069420656,"score_spread":0.26602754641351534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403826878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2391728,0.006102162,0.707843,0.00093387155,0.00080944266,0.0008553659,0.0022656263,0.008555886,0.033461746],"genre_scores_gemma":[0.43135,0.0032851805,0.5489667,0.0005592564,0.000064315434,0.0006681786,0.0013843583,0.00044230485,0.013279711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950373,0.00002595794,0.00004152841,0.00008970385,0.00029740142,0.00004157802],"domain_scores_gemma":[0.99955374,0.00012534148,0.00009864491,0.000106527004,0.000089073044,0.000026593378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035905206,0.00035956505,0.00025604377,0.00071333325,0.00026013757,0.0006501665,0.0006085859,0.0006379943,0.0042300406],"category_scores_gemma":[0.0006226704,0.00038384047,0.0006527064,0.0003820234,0.000253014,0.00054787786,0.0005932305,0.0007923254,0.0031482126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030017683,0.000036246107,0.00027504578,0.0003467892,0.000007940654,0.00016038153,0.000050277402,0.0012321642,0.9515806,0.0014761315,0.001329076,0.043475386],"study_design_scores_gemma":[0.000011858394,0.00012741389,0.0010710128,0.000029699937,0.0000123351065,0.00041187042,0.000025112602,0.004885367,0.97254103,0.00041816515,0.020436691,0.000029537012],"about_ca_topic_score_codex":0.00047958654,"about_ca_topic_score_gemma":0.0013340355,"teacher_disagreement_score":0.0042300406,"about_ca_system_score_codex":0.0006452645,"about_ca_system_score_gemma":0.00052648835,"threshold_uncertainty_score":0.0141509175},"labels":[],"label_agreement":null},{"id":"W4403871962","doi":"10.1016/j.apmt.2024.102490","title":"Melamine-based nanoscale porous organic frameworks as multifunctional separator modifiers to mitigate the polysulfide shuttle effect in lithium–Sulfur batteries","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polysulfide; Separator (oil production); Nanoscopic scale; Sulfur; Materials science; Melamine; Porosity; Lithium (medication); Nanotechnology; Chemical engineering; Chemistry; Electrode; Electrolyte; Composite material; Engineering; Metallurgy","score_opus":0.004093844563789103,"score_gpt":0.21236345948956906,"score_spread":0.20826961492577994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403871962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920844,0.0016362467,0.004749982,0.00007937998,0.0000349618,0.000024813176,0.00007064081,0.00012814463,0.0011914398],"genre_scores_gemma":[0.9965773,0.0005092181,0.0020696619,0.000018405872,0.0000068700956,0.000011665281,0.00003193455,0.00000860472,0.00076626806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992955,0.0000080905065,0.000005213839,0.000014745667,0.000020597156,0.00002179865],"domain_scores_gemma":[0.99995494,0.0000071911577,0.000017659106,0.0000039300076,0.000007992633,0.000008308748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011703525,0.00031442536,0.00012545648,0.00019231219,0.00010373594,0.00018737101,0.0002444096,0.00027089647,0.00032947512],"category_scores_gemma":[0.00012362364,0.00013323058,0.00022042659,0.00009885477,0.0001775329,0.0003404605,0.00017396263,0.0002476174,0.00012241132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007921588,0.000022776107,0.00013610907,0.00005668689,0.0000095283,0.00006710563,0.000018138462,0.00033203245,0.99518317,0.00024606314,0.00005571094,0.003793418],"study_design_scores_gemma":[0.000006369707,0.00010486644,0.00044519556,0.0000029096082,0.000010401629,0.000050650793,0.00000961323,0.0019432672,0.9959948,0.000026009888,0.0013991157,0.0000067606366],"about_ca_topic_score_codex":0.0007451863,"about_ca_topic_score_gemma":0.0015820868,"teacher_disagreement_score":0.0007451863,"about_ca_system_score_codex":0.00027792336,"about_ca_system_score_gemma":0.00015019802,"threshold_uncertainty_score":0.0020164847},"labels":[],"label_agreement":null},{"id":"W4404631318","doi":"10.1016/j.apmt.2024.102506","title":"Intelligent mobility: Unveiling triboelectric nanogenerator-powered intelligent tire realization","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Brock University","funders":"National Natural Science Foundation of China","keywords":"Triboelectric effect; Nanogenerator; Realization (probability); Electrical engineering; Engineering; Computer science; Materials science; Voltage; Mathematics","score_opus":0.013799901148844643,"score_gpt":0.23299982610875633,"score_spread":0.2191999249599117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404631318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51773036,0.0036384899,0.38281557,0.0025479896,0.0009439815,0.00017280978,0.000256562,0.0014454388,0.09044879],"genre_scores_gemma":[0.96209675,0.0006237689,0.029206766,0.0001449024,0.00004486581,0.000050915703,0.000078724384,0.00006097125,0.0076923366],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990046,0.000008182437,0.0000034485618,0.000022598639,0.000037241345,0.000028138627],"domain_scores_gemma":[0.99990714,0.000016590917,0.000011713906,0.000029285087,0.000019977304,0.000015238031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014420142,0.0003659312,0.00025340848,0.00019003116,0.00027758733,0.0005551285,0.00058987073,0.00060893135,0.002037055],"category_scores_gemma":[0.0002557354,0.00013332514,0.00018394622,0.00011171049,0.00058127585,0.000940316,0.00075946137,0.00049599883,0.0009482432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008058875,0.00006206298,0.00021120085,0.00021381966,0.000016435331,0.00024590432,0.00025966682,0.004704203,0.8810202,0.08538151,0.0019627737,0.025841715],"study_design_scores_gemma":[0.00006684613,0.00037369988,0.00071223424,0.0000590113,0.000030921878,0.000713349,0.0003075395,0.12104747,0.76046395,0.038877733,0.077266,0.00008124229],"about_ca_topic_score_codex":0.00012282358,"about_ca_topic_score_gemma":0.000244888,"teacher_disagreement_score":0.002037055,"about_ca_system_score_codex":0.00025764506,"about_ca_system_score_gemma":0.00012855767,"threshold_uncertainty_score":0.006814599},"labels":[],"label_agreement":null},{"id":"W4405484320","doi":"10.1016/j.apmt.2024.102558","title":"Lead-free single and dual-filler loaded polychloroprene X-ray shielding nanocomposites","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Radiation Shielding Materials Analysis","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Electromagnetic shielding; Nanocomposite; Composite material; Filler (materials); Materials science; Neoprene; Dual (grammatical number); Lead (geology); X-ray; Optics; Natural rubber; Physics","score_opus":0.013088475679418014,"score_gpt":0.22802622873888367,"score_spread":0.21493775305946566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405484320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99350834,0.0007230787,0.0045116777,0.000019996978,0.0000196215,0.000014678429,0.000042156695,0.000093132556,0.0010673194],"genre_scores_gemma":[0.9923999,0.00041665437,0.00459236,0.000016064107,0.000007822886,0.000019661218,0.000071479524,0.000028695655,0.0024474526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990547,0.000009813562,0.000004988339,0.000026490456,0.00003698327,0.000016281385],"domain_scores_gemma":[0.999915,0.000016205788,0.000030230149,0.0000070318483,0.000016912581,0.000014565604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008771378,0.0003689037,0.00013464746,0.00019354673,0.00008535245,0.00019560194,0.00016088404,0.00021120161,0.0007789555],"category_scores_gemma":[0.00011337375,0.00016261618,0.00012919768,0.00010884138,0.00014639567,0.0002159558,0.00014007722,0.00022536305,0.00022576521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023387225,0.000007430556,0.000036117497,0.0000247392,0.0000020448142,0.000013895391,0.0000052923956,0.00005205991,0.9991592,0.000023559507,0.000006398146,0.0006459607],"study_design_scores_gemma":[0.0000024204528,0.00012007152,0.0005550238,0.0000018954612,0.000008119522,0.000045820143,0.000005682348,0.00040376143,0.99825627,0.000007309832,0.00059089524,0.000002854246],"about_ca_topic_score_codex":0.00016034387,"about_ca_topic_score_gemma":0.0005701871,"teacher_disagreement_score":0.0007789555,"about_ca_system_score_codex":0.00009043652,"about_ca_system_score_gemma":0.00008177868,"threshold_uncertainty_score":0.0026057959},"labels":[],"label_agreement":null},{"id":"W4405898151","doi":"10.1016/j.apmt.2024.102574","title":"Nanomaterial advanced smart coatings: Emerging trends shaping the future","year":2024,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Nanomaterials; Nanotechnology; Materials science; Smart material","score_opus":0.009115921561669358,"score_gpt":0.22565705865853322,"score_spread":0.21654113709686387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405898151","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014937334,0.9870171,0.001660865,0.003892671,0.0008630579,0.000007355351,0.000027062659,0.000025594862,0.0050125285],"genre_scores_gemma":[0.01538726,0.9757313,0.0035939622,0.0016524761,0.001031888,0.000014006585,0.000044797052,0.000012625134,0.0025317823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966216,0.00005507669,0.000033160086,0.00005125679,0.00015466478,0.000043655426],"domain_scores_gemma":[0.9993969,0.0002882813,0.000062718995,0.000018760422,0.00018769292,0.00004572806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069193,0.00034948956,0.0005246393,0.0007869446,0.00030339137,0.001584283,0.0004281205,0.0013591782,0.002351675],"category_scores_gemma":[0.00088564114,0.0002224944,0.00030379742,0.000868357,0.00061304495,0.0029216253,0.0006956841,0.0014206173,0.0008386492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010566494,0.00010314616,0.00078961736,0.014670336,0.00006487647,0.000632555,0.00053518394,0.001341284,0.039700784,0.098455764,0.03079191,0.8128089],"study_design_scores_gemma":[0.0000074310456,0.00012494993,0.0006068619,0.001607065,0.000032767304,0.0008798607,0.00031384354,0.00076378474,0.005904143,0.02329723,0.96643025,0.000031709227],"about_ca_topic_score_codex":0.00035706218,"about_ca_topic_score_gemma":0.00087064446,"teacher_disagreement_score":0.002351675,"about_ca_system_score_codex":0.00057802116,"about_ca_system_score_gemma":0.00082708074,"threshold_uncertainty_score":0.007867098},"labels":[],"label_agreement":null},{"id":"W4406482159","doi":"10.1016/j.apmt.2024.102579","title":"Disorder unlocks the strength-toughness trade-off in metamaterials","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; University of Toronto","keywords":"Toughness; Metamaterial; Materials science; Composite material; Optoelectronics","score_opus":0.002905356498075216,"score_gpt":0.193398814602991,"score_spread":0.19049345810491577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406482159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885356,0.0001198655,0.009856126,0.00008669661,0.000012388249,0.0000044795097,0.00005277888,0.000080501595,0.0012516314],"genre_scores_gemma":[0.9968574,0.000047381403,0.0028264618,0.000012430846,0.0000017897319,0.000004870817,0.000037208578,0.000012176898,0.00020029105],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993765,0.0000135435785,0.0000029038558,0.000012170223,0.000017016266,0.000016686998],"domain_scores_gemma":[0.9997385,0.00013397294,0.000040635416,0.000031745796,0.000025655456,0.00002949989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016498237,0.0001680681,0.00011904071,0.00024334257,0.00022213321,0.0003142228,0.00019898344,0.00034389307,0.00051576813],"category_scores_gemma":[0.0008585357,0.00017039558,0.0001532064,0.00010516379,0.00042223348,0.00044611355,0.00021796692,0.00025220716,0.00007650756],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016767485,0.00008794189,0.0109543875,0.0001528321,0.00003890299,0.0002631097,0.000101148886,0.76974404,0.19207154,0.012871025,0.00078046654,0.012766978],"study_design_scores_gemma":[0.000011212574,0.00010146235,0.0029600563,0.000011715363,0.000011631656,0.00007749436,0.000046663892,0.955858,0.032925047,0.0069557945,0.0010289493,0.000011908641],"about_ca_topic_score_codex":0.0016779981,"about_ca_topic_score_gemma":0.0043941555,"teacher_disagreement_score":0.0016779981,"about_ca_system_score_codex":0.00040006664,"about_ca_system_score_gemma":0.00023564664,"threshold_uncertainty_score":0.0033364296},"labels":[],"label_agreement":null},{"id":"W4406721838","doi":"10.1016/j.apmt.2025.102608","title":"Binding of a graphene-protein antenna complex—A computational study","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Universidad de los Andes; Universidad Politécnica de Madrid","keywords":"Graphene; Antenna (radio); Computer science; Nanotechnology; Materials science; Telecommunications","score_opus":0.011626835929317056,"score_gpt":0.232184732324192,"score_spread":0.22055789639487494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406721838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751956,0.00062799064,0.0038664523,0.0013757267,0.00009294878,0.00004479719,0.00033061474,0.000084242936,0.018381588],"genre_scores_gemma":[0.9933961,0.00053103094,0.0027831558,0.00031047573,0.000044041757,0.00005710569,0.00034596855,0.000034885445,0.002497279],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973434,0.000050331048,0.0000064837254,0.000044281187,0.000059036032,0.00010556599],"domain_scores_gemma":[0.99904734,0.00068340095,0.00004235758,0.00007294019,0.00008283118,0.000070992246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529842,0.00078586134,0.0016281109,0.00052329636,0.0018881228,0.0017253665,0.002916751,0.0025244781,0.008171663],"category_scores_gemma":[0.0015000348,0.00060651195,0.0008329949,0.00076563697,0.0012014214,0.0014447916,0.001039011,0.0021490536,0.0004991081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010991765,0.001633882,0.005875346,0.0012942796,0.0004840195,0.0018849723,0.0005919033,0.88090795,0.021100078,0.06360606,0.0102371685,0.011285123],"study_design_scores_gemma":[0.00014144034,0.00023596882,0.0008233522,0.000023095292,0.000075384065,0.00006830677,0.00027636555,0.99200284,0.0023348287,0.003068372,0.0009222378,0.000027762124],"about_ca_topic_score_codex":0.0162164,"about_ca_topic_score_gemma":0.015239638,"teacher_disagreement_score":0.0162164,"about_ca_system_score_codex":0.0015191293,"about_ca_system_score_gemma":0.001092663,"threshold_uncertainty_score":0.032244027},"labels":[],"label_agreement":null},{"id":"W4409143424","doi":"10.1016/j.apmt.2025.102702","title":"Advanced nanocomposites for 4D printing: High-performance electroactive shape memory polymers for smart applications","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shape-memory polymer; Nanocomposite; Smart material; Materials science; Electroactive polymers; Polymer; Nanotechnology; Smart polymer; Composite material","score_opus":0.006608524118611324,"score_gpt":0.23900266918420127,"score_spread":0.23239414506558995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409143424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78097326,0.00603998,0.19440691,0.00027609983,0.00019743505,0.00011956783,0.00039553604,0.0017905127,0.01580063],"genre_scores_gemma":[0.91109335,0.0015837123,0.08308284,0.00005478576,0.00001802519,0.00008544754,0.00016503085,0.000115782415,0.0038009004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990547,0.0000086995105,0.000005835347,0.000016979715,0.000053108266,0.000009787869],"domain_scores_gemma":[0.99992895,0.000024522215,0.000021667895,0.00000923841,0.000009984179,0.0000055907817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013585408,0.00034579574,0.000117128126,0.00019413355,0.00010174591,0.00034469806,0.00021817174,0.0003416318,0.0013110221],"category_scores_gemma":[0.00018473505,0.00018034257,0.00021642847,0.00014884032,0.00014191994,0.00040549488,0.00019900051,0.00050570787,0.0004960329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014174261,0.000018475672,0.000076582444,0.00009986386,0.000005082729,0.000052381863,0.000015186718,0.0024491164,0.9871531,0.0007755272,0.00010447315,0.00923604],"study_design_scores_gemma":[0.0000053994463,0.0000597456,0.00025558993,0.0000055092078,0.000005650805,0.00010268569,0.000005938938,0.017029403,0.9765512,0.00018103828,0.005788928,0.0000088958595],"about_ca_topic_score_codex":0.0001865117,"about_ca_topic_score_gemma":0.00054196303,"teacher_disagreement_score":0.0013110221,"about_ca_system_score_codex":0.0002779753,"about_ca_system_score_gemma":0.00013771896,"threshold_uncertainty_score":0.004385829},"labels":[],"label_agreement":null},{"id":"W4409432101","doi":"10.1016/j.apmt.2025.102714","title":"Yb3+-Mediated Luminescence Enhancement in Er3+-Doped 3D-Printed ZrO2 Microarchitectures","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Javna Agencija za Raziskovalno Dejavnost RS; Consejo Nacional de Ciencia y Tecnología; University of Twente","keywords":"Luminescence; Doping; Materials science; Optoelectronics","score_opus":0.006864031401616389,"score_gpt":0.23932978174065095,"score_spread":0.23246575033903455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409432101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658966,0.00017730244,0.0021043946,0.000019230907,0.000016462027,0.0000054269035,0.00010242745,0.00022044698,0.0007644841],"genre_scores_gemma":[0.99494153,0.000119440105,0.0036655117,0.000011709558,0.0000038413264,0.000008570646,0.000081055034,0.000029434708,0.0011389444],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991035,0.000007061539,0.0000070880415,0.000025043068,0.000025401681,0.000025073798],"domain_scores_gemma":[0.999897,0.000016612961,0.000043563192,0.000015513007,0.000014834469,0.000012619061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071356175,0.00025458034,0.00015425037,0.00017079638,0.00007883096,0.00035866824,0.00028245468,0.00021157709,0.0007092708],"category_scores_gemma":[0.00012951321,0.00023585906,0.00026024622,0.00012542563,0.00013879036,0.00015357793,0.00013154419,0.00018312178,0.00023719863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012776149,0.000003347086,0.00005142649,0.000011119075,0.0000022974764,0.000024178209,0.000007007505,0.00021908252,0.9992065,0.00002161063,0.000011943825,0.00042878036],"study_design_scores_gemma":[0.000004105369,0.0000467824,0.0011575901,0.0000011009606,0.000005876056,0.00003451956,0.000007845399,0.0013541785,0.99711704,0.000006250002,0.00025972718,0.0000049210007],"about_ca_topic_score_codex":0.0005567441,"about_ca_topic_score_gemma":0.0012845993,"teacher_disagreement_score":0.0007092708,"about_ca_system_score_codex":0.00028117868,"about_ca_system_score_gemma":0.00008642989,"threshold_uncertainty_score":0.0023727417},"labels":[],"label_agreement":null},{"id":"W4409496529","doi":"10.1016/j.apmt.2025.102734","title":"4D printing of novel polybenzimidazole-containing structures with exceptional radiation resistance and mechanical properties","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Center \"Kurchatov Institute\"; National Research Council Canada; Russian Science Foundation; Ministry of Education and Science of the Russian Federation; Baikal Institute of Nature Management, Siberian Branch, Russian Academy of Sciences","keywords":"Radiation resistance; Materials science; Radiation; Composite material; Nanotechnology; Polymer science; Optics; Physics","score_opus":0.011707041063195945,"score_gpt":0.22100431982434168,"score_spread":0.20929727876114573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409496529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758055,0.0013981973,0.018119695,0.00007406875,0.00007189321,0.00003482684,0.00032467218,0.0006164951,0.0035545372],"genre_scores_gemma":[0.96711195,0.0007821904,0.027125351,0.00004047756,0.000012926934,0.000039622148,0.00034260302,0.00008416833,0.004460754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999256,0.0000049620585,0.000005909879,0.000017044955,0.000029387857,0.00001701176],"domain_scores_gemma":[0.9999018,0.000016031123,0.000039418795,0.000015602698,0.000012913792,0.000014275192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062421364,0.0003313939,0.00016313803,0.00024893426,0.00009547616,0.0002531851,0.00035856036,0.00030566612,0.00072007556],"category_scores_gemma":[0.00013645845,0.00024983898,0.00028045793,0.0002236154,0.00013911484,0.0001516077,0.00016537376,0.00044304843,0.0004588862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059521503,0.0000045840247,0.000026979016,0.000018642428,0.0000021308063,0.00004057708,0.0000070571455,0.00018830017,0.9983224,0.00003757619,0.000020929323,0.0013247743],"study_design_scores_gemma":[0.0000027134656,0.000028264607,0.00062221644,0.0000016274871,0.000006117665,0.000069266156,0.0000028238135,0.0012800666,0.9971124,0.00001040785,0.0008597252,0.000004369472],"about_ca_topic_score_codex":0.00055635767,"about_ca_topic_score_gemma":0.0014247741,"teacher_disagreement_score":0.00072007556,"about_ca_system_score_codex":0.0003153494,"about_ca_system_score_gemma":0.00010473776,"threshold_uncertainty_score":0.0024089217},"labels":[],"label_agreement":null},{"id":"W4410289573","doi":"10.1016/j.apmt.2025.102782","title":"New glutathione-triggered Zr-MOF-based drug delivery platform formation via three-step premeditated reactions: MOF-S-S-COOH topology creation","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drug delivery; Metal-organic framework; Materials science; Topology (electrical circuits); Nanotechnology; Chemistry; Engineering; Organic chemistry; Electrical engineering","score_opus":0.011801713243680319,"score_gpt":0.2417665622332624,"score_spread":0.22996484898958208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410289573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618128,0.002608855,0.028363006,0.0002053572,0.00009707142,0.00019019406,0.00045203275,0.00083479413,0.005435936],"genre_scores_gemma":[0.98568374,0.0006136265,0.011295984,0.000034560646,0.0000078384755,0.00005317354,0.00015337282,0.000029208833,0.0021286055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999194,0.000006845267,0.000005616717,0.000022717051,0.000015165656,0.000030231638],"domain_scores_gemma":[0.99996316,0.0000035595403,0.000013297284,0.0000055876894,0.0000060118796,0.0000083868035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010872551,0.00038757548,0.00025610992,0.00020278539,0.00017171311,0.0002797708,0.0004490074,0.00038089228,0.000887758],"category_scores_gemma":[0.00013477991,0.00016041851,0.00025500593,0.00015281132,0.0001493789,0.00034719284,0.000285775,0.00032229818,0.00038822077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106964064,0.000030818373,0.00014148383,0.00014341631,0.000021166174,0.0001625828,0.000045370023,0.00033208888,0.9875537,0.0014666877,0.00025240847,0.009743286],"study_design_scores_gemma":[0.000009574662,0.00011171438,0.0002927306,0.0000028347918,0.000011707561,0.000114412695,0.000007909669,0.00077019393,0.99503654,0.000056105524,0.0035767867,0.000009410322],"about_ca_topic_score_codex":0.00075431436,"about_ca_topic_score_gemma":0.0013671266,"teacher_disagreement_score":0.000887758,"about_ca_system_score_codex":0.00035324795,"about_ca_system_score_gemma":0.00026373926,"threshold_uncertainty_score":0.0029698014},"labels":[],"label_agreement":null},{"id":"W4410634185","doi":"10.1016/j.apmt.2025.102797","title":"High-entropy engineering for infrared radiation enhancement and low-temperature synthesis of spinel oxides","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Infrared; Spinel; Radiation; Entropy (arrow of time); Materials science; Optoelectronics; Physics; Optics; Thermodynamics; Metallurgy","score_opus":0.003479487685886612,"score_gpt":0.18884186412311452,"score_spread":0.18536237643722792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410634185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97598547,0.0011150306,0.016454704,0.0002542575,0.00005252598,0.000021296295,0.00005375929,0.00014230816,0.0059207086],"genre_scores_gemma":[0.9955497,0.00026855466,0.0028189083,0.000020051273,0.000010533459,0.000009941591,0.000030495334,0.00003221699,0.0012596151],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999316,0.000007767414,0.0000043542996,0.000010073314,0.000031635922,0.000014552433],"domain_scores_gemma":[0.9999552,0.000012127498,0.000012713243,0.000004846428,0.000009151567,0.0000059619874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013464695,0.00017316925,0.00017207894,0.00014715185,0.00021835923,0.00026518048,0.00021049012,0.00015612713,0.0008402723],"category_scores_gemma":[0.00016604528,0.00011636533,0.00016535593,0.00008391366,0.00027744152,0.00030801693,0.00034063339,0.00037518633,0.00022231946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044558506,0.000016110926,0.00018267959,0.000103263104,0.0000043162327,0.000048902166,0.00007414604,0.00045931165,0.9926817,0.0028818415,0.00013292227,0.0033701477],"study_design_scores_gemma":[0.0000067003875,0.000056986166,0.00038880054,0.0000035715025,0.0000045541624,0.00004889099,0.000017962233,0.0031041668,0.9941049,0.00039313966,0.0018653157,0.000005025034],"about_ca_topic_score_codex":0.00024621453,"about_ca_topic_score_gemma":0.0009274287,"teacher_disagreement_score":0.0008402723,"about_ca_system_score_codex":0.00038746966,"about_ca_system_score_gemma":0.00021170643,"threshold_uncertainty_score":0.0028113127},"labels":[],"label_agreement":null},{"id":"W4411047955","doi":"10.1016/j.apmt.2025.102800","title":"Additive manufacturing of aerogels: Recent advancements and innovations","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanotechnology; Materials science; Manufacturing engineering; Engineering","score_opus":0.010558485245806978,"score_gpt":0.24725072857174163,"score_spread":0.23669224332593464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411047955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006210677,0.98267245,0.0045284727,0.0005633549,0.0004091107,0.000016346085,0.000053963926,0.000055698594,0.0054898327],"genre_scores_gemma":[0.026373606,0.96602815,0.0049148835,0.0003042481,0.00051307876,0.000021601834,0.000097062315,0.000021163863,0.0017261661],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963486,0.00004323989,0.00003800976,0.00009164961,0.00015444154,0.00003774757],"domain_scores_gemma":[0.9995859,0.00017814887,0.00007546996,0.000027143393,0.000104968996,0.000028363977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088812766,0.00060195266,0.0005439231,0.0011482002,0.00026379986,0.001111979,0.0004360361,0.0006518899,0.0013597899],"category_scores_gemma":[0.00070832885,0.0003640033,0.00054989965,0.0013701179,0.00040595903,0.0015091627,0.0005617745,0.0011140689,0.0006905513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012724126,0.00013693763,0.00073710555,0.024421979,0.00011984292,0.0006185017,0.00041145258,0.0025590467,0.12472238,0.029159967,0.008835353,0.8081503],"study_design_scores_gemma":[0.0000109481125,0.00035029333,0.0010088097,0.0011214968,0.000112465474,0.0015946556,0.00014734494,0.0012882536,0.06688621,0.0053435387,0.9220789,0.000057092973],"about_ca_topic_score_codex":0.00038312137,"about_ca_topic_score_gemma":0.0005499964,"teacher_disagreement_score":0.0013597899,"about_ca_system_score_codex":0.0005351015,"about_ca_system_score_gemma":0.00064779515,"threshold_uncertainty_score":0.0046969056},"labels":[],"label_agreement":null},{"id":"W4414150798","doi":"10.1016/j.apmt.2025.102909","title":"Metallic omniphobic surfaces via additive manufacturing","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Sandpaper; Wetting; Abrasion (mechanical); Fabrication; Resist; Metal","score_opus":0.01072201190388526,"score_gpt":0.2347668217034655,"score_spread":0.22404480979958025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414150798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7272712,0.0061330716,0.19247936,0.00046113614,0.0006816759,0.00028213428,0.00036300876,0.0018182141,0.07051021],"genre_scores_gemma":[0.8706541,0.0027959289,0.10433545,0.0001411344,0.00010737532,0.00010151947,0.00020773032,0.0001231386,0.021533573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999617,0.000023913914,0.000019273031,0.00004906283,0.00024571992,0.00004497469],"domain_scores_gemma":[0.9998771,0.00001814608,0.000027521353,0.00004180137,0.000026181164,0.000009217629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016578978,0.0004623688,0.00024603104,0.00056645524,0.00024404799,0.00046195096,0.0004143811,0.0003797873,0.0016792718],"category_scores_gemma":[0.00023924599,0.00033835968,0.00034239478,0.00032267728,0.00024133768,0.00031801168,0.0006111667,0.0006278965,0.0011111711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023741444,0.00002749353,0.000092181464,0.00010460581,0.0000092892615,0.00014588238,0.000039472718,0.00025363482,0.98300236,0.0024050344,0.00020689525,0.013689348],"study_design_scores_gemma":[0.0000050064396,0.00014899555,0.0005258621,0.000007551486,0.000017779017,0.00038852595,0.0000105992385,0.0010690044,0.9866779,0.00024051259,0.010899245,0.000008984354],"about_ca_topic_score_codex":0.00014889384,"about_ca_topic_score_gemma":0.0005550745,"teacher_disagreement_score":0.0016792718,"about_ca_system_score_codex":0.00019598148,"about_ca_system_score_gemma":0.00015383352,"threshold_uncertainty_score":0.005617738},"labels":[],"label_agreement":null},{"id":"W4417212529","doi":"10.1016/j.apmt.2025.103037","title":"Coating-free metallic de-icing composites based on magnetic actuation","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Magnetorheological fluid; Deformation (meteorology); Magnetic field; Magnet; Curvature; Piezoelectricity; Ferrofluid; Ferromagnetism","score_opus":0.005710340410818374,"score_gpt":0.2028839227511811,"score_spread":0.19717358234036275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417212529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721968,0.0013685154,0.018337637,0.00012454047,0.00008735817,0.00005022905,0.00017798424,0.0006002579,0.0070565767],"genre_scores_gemma":[0.9879423,0.00045028463,0.009104362,0.000070509624,0.000013072232,0.000028941175,0.00011257116,0.000040505794,0.0022374587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990225,0.0000047092035,0.0000043566597,0.00002584185,0.000036324043,0.000026399728],"domain_scores_gemma":[0.99991167,0.000013661272,0.000032207936,0.000011451317,0.000016283877,0.000014749313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006963749,0.00042519192,0.0001472706,0.00018111632,0.00013344127,0.00020892412,0.0003205934,0.00040215673,0.0010196704],"category_scores_gemma":[0.00012470936,0.00021520801,0.00017464971,0.000103695784,0.0002644725,0.00021949477,0.00020466355,0.00036978646,0.00038498142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010488365,0.000003884335,0.00003289669,0.000035238278,0.0000020410762,0.000024059655,0.000009910062,0.00011761326,0.998708,0.00007614924,0.000046447854,0.00093329104],"study_design_scores_gemma":[0.0000042476354,0.00004943127,0.00058762304,0.0000032753826,0.0000044754147,0.000054897315,0.000008054433,0.0018109725,0.9961358,0.000015682406,0.0013200643,0.000005378093],"about_ca_topic_score_codex":0.00040931572,"about_ca_topic_score_gemma":0.00096921396,"teacher_disagreement_score":0.0010196704,"about_ca_system_score_codex":0.00023072572,"about_ca_system_score_gemma":0.0001160151,"threshold_uncertainty_score":0.0034111142},"labels":[],"label_agreement":null},{"id":"W4417439869","doi":"10.1016/j.apmt.2025.103050","title":"Lignin-based multilayer electrospun mats for absorption-dominant electromagnetic interference shielding","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromagnetic shielding; EMI; Electromagnetic interference; Nanocomposite; Nanoparticle; Electrical resistivity and conductivity; Electrical conductor; Permittivity; Ultimate tensile strength","score_opus":0.01025244959118177,"score_gpt":0.25549960344579153,"score_spread":0.24524715385460977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417439869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97894144,0.0007728455,0.018661682,0.00004474685,0.000033050754,0.000023763692,0.000107795124,0.0002442232,0.001170503],"genre_scores_gemma":[0.98492104,0.000490825,0.013025914,0.0000332102,0.000012350122,0.000015946847,0.000116864234,0.000023793524,0.0013599914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999312,0.0000070010274,0.0000053043955,0.000020790256,0.00002289082,0.00001281035],"domain_scores_gemma":[0.9998977,0.000015149066,0.00004221777,0.000007713243,0.000018018996,0.000019214789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106513144,0.0005134071,0.00012316417,0.00018533262,0.00009985668,0.0001569879,0.00016103244,0.00025921632,0.0004923792],"category_scores_gemma":[0.000109203356,0.00014424171,0.00015481797,0.00010483109,0.00011091261,0.00020648744,0.00021353016,0.00028190503,0.0001905321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004138598,0.0000030654749,0.000021502929,0.0000097426155,0.0000014197278,0.000011609631,0.0000032300854,0.000040201423,0.99941814,0.0000075300827,0.000005194214,0.0004742773],"study_design_scores_gemma":[0.0000019644528,0.00008506661,0.00059297984,0.000002560107,0.000007109842,0.000050061237,0.0000068486024,0.00079205824,0.9979481,0.000009000926,0.0005015222,0.0000025772033],"about_ca_topic_score_codex":0.00010514404,"about_ca_topic_score_gemma":0.00031446674,"teacher_disagreement_score":0.0005134071,"about_ca_system_score_codex":0.000096555086,"about_ca_system_score_gemma":0.000057311307,"threshold_uncertainty_score":0.001647234},"labels":[],"label_agreement":null},{"id":"W7077081742","doi":"10.1016/j.apmt.2025.102891","title":"Efficient sweat induction and pilocarpine delivery on the forearm but not the palm using coated microneedles in humans","year":2025,"lang":"en","type":"article","venue":"Applied Materials Today","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Iontophoresis; SWEAT; Pilocarpine; Palm; Forearm; Sweat gland; Reliability (semiconductor)","score_opus":0.020461788080362215,"score_gpt":0.22214306826158187,"score_spread":0.20168128018121964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077081742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97660816,0.0035426673,0.016957685,0.00018684781,0.00006268354,0.0002677007,0.00031415684,0.0002570456,0.0018030888],"genre_scores_gemma":[0.99241954,0.0011127589,0.0049448237,0.00017644322,0.000013988223,0.00011053935,0.00014201929,0.000018749452,0.0010611626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998276,0.000040318857,0.00000846636,0.00005593551,0.000039015962,0.000028620905],"domain_scores_gemma":[0.9999089,0.00002709001,0.000020690699,0.000018014318,0.000009551478,0.000015699696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031649784,0.00028672503,0.00028450193,0.00016816684,0.00014641398,0.00020831148,0.00015235026,0.0004248747,0.0011410307],"category_scores_gemma":[0.0003421251,0.0001290134,0.00022884748,0.000078149395,0.00031352259,0.00023355834,0.0001569406,0.00030172238,0.00026981594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016197021,0.0004896166,0.0022181252,0.00028613087,0.00003487304,0.00054452574,0.00009502591,0.00013702942,0.9704146,0.00008494291,0.0004512237,0.02362439],"study_design_scores_gemma":[0.00031110723,0.029303657,0.06674994,0.000057257017,0.00016881064,0.0048626415,0.00017709941,0.002582879,0.88772136,0.0001724015,0.007852864,0.00004004762],"about_ca_topic_score_codex":0.0003118285,"about_ca_topic_score_gemma":0.00045755424,"teacher_disagreement_score":0.0011410307,"about_ca_system_score_codex":0.00015603175,"about_ca_system_score_gemma":0.00012947555,"threshold_uncertainty_score":0.003817141},"labels":[],"label_agreement":null}]}