{"meta":{"query_hash":"3aef931f5961","filters":{"venue":"Materials for Renewable and Sustainable Energy"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/3aef931f5961","api":"https://metacan.xera.ac/api/v1/cohort?venue=Materials+for+Renewable+and+Sustainable+Energy"},"results":[{"id":"W1641213315","doi":"10.1007/s40243-015-0059-4","title":"TiC-carbide derived carbon electrolyte adsorption study by ways of X-ray scattering analysis","year":2015,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Electrolyte; Nanoporous; Adsorption; Materials science; Supercapacitor; Carbon fibers; Scattering; Carbide; Chemical engineering; Nanopore; Carbide-derived carbon; Electrode; Capacitor; Ion; Nanotechnology; Composite material; Electrochemistry; Chemistry; Physical chemistry; Optics; Physics; Voltage; Organic chemistry","score_opus":0.017552981451623994,"score_gpt":0.22726435852427423,"score_spread":0.20971137707265025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1641213315","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":[0.987663,0.0009466352,0.0058978004,0.00005208907,0.00002407884,0.000030764546,0.0005166109,0.0001510423,0.004717903],"genre_scores_gemma":[0.9910952,0.0007453013,0.004948691,0.00002062998,0.0000065394242,0.000022109321,0.00060511637,0.00003935354,0.0025171633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998332,0.000008235803,0.000010252252,0.000035028555,0.00008909659,0.00002406736],"domain_scores_gemma":[0.9998547,0.000028573759,0.000016854307,0.000013501498,0.0000767727,0.000009617427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010279593,0.000328599,0.00023512101,0.0005824452,0.00037074427,0.00049168785,0.0002748184,0.00042325628,0.0026875597],"category_scores_gemma":[0.00018256425,0.00014225622,0.00034970389,0.00060651486,0.0002236088,0.00022203158,0.0001225593,0.00037448722,0.00034351787],"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":[0.000028757971,0.000015040039,0.00035812036,0.00003946585,0.000009119932,0.000044966186,0.00002292204,0.00025635198,0.99804974,0.00014197487,0.00004527251,0.0009882096],"study_design_scores_gemma":[0.0000024919148,0.00003583004,0.0032165907,0.00000340318,0.000011518762,0.000080473954,0.00003587709,0.0042649354,0.9912732,0.000047695565,0.0010207399,0.000007307568],"about_ca_topic_score_codex":0.0032870516,"about_ca_topic_score_gemma":0.0037462425,"teacher_disagreement_score":0.0032870516,"about_ca_system_score_codex":0.0003602171,"about_ca_system_score_gemma":0.00026577682,"threshold_uncertainty_score":0.008990824},"labels":[],"label_agreement":null},{"id":"W2060916779","doi":"10.1007/s40243-014-0035-4","title":"Processing and characterizations of a novel proton-conducting BaCe0.35Zr0.50Y0.15O3-δ electrolyte and its nickel-based anode composite for anode-supported IT-SOFC","year":2014,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":19,"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":"Ministry of Education, Science and Technology; National Research Foundation of Korea; Korea Institute of Science and Technology; National Research Foundation","keywords":"Anode; Materials science; Proton conductor; Electrolyte; Solid oxide fuel cell; Dopant; Conductivity; Composite number; Atmospheric temperature range; Oxide; Chemical engineering; Composite material; Doping; Metallurgy; Electrode; Optoelectronics; Chemistry; Thermodynamics; Physical chemistry","score_opus":0.021033597769423946,"score_gpt":0.26845178305662504,"score_spread":0.24741818528720108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060916779","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":[0.99195755,0.000771442,0.00558534,0.000031266176,0.000019274437,0.000039098788,0.00027589104,0.000055204844,0.0012648922],"genre_scores_gemma":[0.99364483,0.00042221823,0.0047244322,0.0000102506065,0.00000460016,0.000019982643,0.00034159093,0.000018095821,0.00081399287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998678,0.0000074043496,0.000010842571,0.000022009173,0.000073000294,0.000019024657],"domain_scores_gemma":[0.99989974,0.000011316938,0.000015860924,0.000006106125,0.0000538587,0.0000130954795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022734686,0.00025589124,0.00033750403,0.00038009373,0.00026786258,0.00035854636,0.00027122494,0.00024977443,0.00038551597],"category_scores_gemma":[0.00026371688,0.00011745998,0.00019395351,0.00027563312,0.00016599288,0.00024285629,0.00017997598,0.00020125137,0.00015944161],"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":[0.00001821,0.0000028520647,0.00011390587,0.000024090506,0.0000013078516,0.000032564316,0.000011761295,0.00005545905,0.9990946,0.000022820857,0.0000056456934,0.0006167308],"study_design_scores_gemma":[0.0000023921373,0.00003965074,0.0015443336,0.000002280546,0.0000061150063,0.00006604887,0.000019763687,0.00044907385,0.9973617,0.000009623761,0.0004957094,0.0000032451046],"about_ca_topic_score_codex":0.0014575744,"about_ca_topic_score_gemma":0.0024285563,"teacher_disagreement_score":0.0014575744,"about_ca_system_score_codex":0.00022903473,"about_ca_system_score_gemma":0.00028977214,"threshold_uncertainty_score":0.0028981566},"labels":[],"label_agreement":null},{"id":"W2147845453","doi":"10.1007/s40243-015-0052-y","title":"Fractional-order models of supercapacitors, batteries and fuel cells: a survey","year":2015,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":210,"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":"Supercapacitor; Capacitor; Order (exchange); Energy storage; Electrical impedance; Fuel cells; Energy (signal processing); Electrical engineering; Computer science; Electrochemistry; Engineering; Business; Physics; Finance; Thermodynamics; Mathematics; Voltage; Electrode; Chemical engineering; Statistics","score_opus":0.02328210588124241,"score_gpt":0.24158719912217264,"score_spread":0.21830509324093023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147845453","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012497901,0.06877825,0.8803656,0.0010699996,0.0004745012,0.0000623505,0.0005160918,0.0006572356,0.035578012],"genre_scores_gemma":[0.61165696,0.1875908,0.17041661,0.0008681777,0.0013998101,0.00037467235,0.0017032999,0.00045863155,0.025531054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999699,0.00007365442,0.00002425372,0.000042335803,0.00013704954,0.000023727089],"domain_scores_gemma":[0.9995159,0.0002662187,0.00004630005,0.000054966524,0.00010436575,0.000012169616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005118489,0.0013635786,0.0014714894,0.0013056216,0.00046577392,0.0014557414,0.0018346553,0.0016403798,0.0024888453],"category_scores_gemma":[0.0017104124,0.00043299515,0.0010749748,0.002023476,0.0005736486,0.0018791534,0.00049812905,0.0011614326,0.0011964331],"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":[0.00010854443,0.00013996175,0.0010720729,0.0022323087,0.00010913431,0.00036464224,0.00026948427,0.58549255,0.0070327064,0.21633102,0.0069895405,0.17985801],"study_design_scores_gemma":[0.000013641129,0.000078258374,0.00030392126,0.00022622125,0.000049847476,0.0003503474,0.00006987772,0.82814425,0.0020053035,0.11471695,0.053978007,0.00006333755],"about_ca_topic_score_codex":0.0024295857,"about_ca_topic_score_gemma":0.0018156845,"teacher_disagreement_score":0.0024888453,"about_ca_system_score_codex":0.00070252013,"about_ca_system_score_gemma":0.00062590896,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2231526692","doi":"10.1007/s40243-015-0065-6","title":"Ag nanoparticle-decorated single wall carbon nanotube films for photovoltaic applications","year":2016,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Carbon nanotube; Photocurrent; Raman spectroscopy; Nanoparticle; Energy conversion efficiency; Nanotechnology; Optoelectronics; Plasmon; Optics","score_opus":0.009774934244389917,"score_gpt":0.22332059375988722,"score_spread":0.2135456595154973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231526692","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":[0.97309136,0.0036976333,0.017445566,0.00018211734,0.00011808094,0.000051037678,0.00020713457,0.00024147899,0.004965629],"genre_scores_gemma":[0.9750622,0.0022481706,0.018665802,0.00004969976,0.000028217002,0.00003877552,0.00016265787,0.00006277816,0.0036817095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999336,0.0000066315283,0.000004125715,0.000017095492,0.000028796625,0.0000096364665],"domain_scores_gemma":[0.99995863,0.000009887662,0.000008248926,0.000005711559,0.000011751075,0.0000056929935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007802914,0.0003066287,0.00014007001,0.00016391734,0.00015954775,0.00024437235,0.00028187467,0.00045283983,0.0006223109],"category_scores_gemma":[0.0001035215,0.00011965516,0.00012117922,0.0001495284,0.000102542945,0.00021694538,0.00013763821,0.00032508234,0.00033704037],"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":[0.00000411059,0.000008132048,0.000028500568,0.000023261418,0.000001402102,0.000029249934,0.000004723753,0.0000791576,0.99819845,0.000045556808,0.00003671487,0.0015406748],"study_design_scores_gemma":[0.000001126618,0.000041126255,0.0002494651,0.0000020732707,0.0000031796078,0.000047554255,0.0000039499714,0.0010253584,0.9974825,0.000020908165,0.00112079,0.000002063719],"about_ca_topic_score_codex":0.0001857932,"about_ca_topic_score_gemma":0.00069274136,"teacher_disagreement_score":0.0006223109,"about_ca_system_score_codex":0.0001535009,"about_ca_system_score_gemma":0.000068562775,"threshold_uncertainty_score":0.0020818114},"labels":[],"label_agreement":null},{"id":"W2321439733","doi":"10.1007/s40243-016-0071-3","title":"Understanding the hydrogen storage behavior of promising Al–Mg–Na compositions using thermodynamic modeling","year":2016,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"CALPHAD; Thermodynamics; Ternary operation; Hydrogen storage; Ternary numeral system; Work (physics); Chemistry; Decomposition; Phase (matter); Hydrogen; Materials science; Phase diagram; Computer science; Organic chemistry","score_opus":0.04185891935053574,"score_gpt":0.26087964860431734,"score_spread":0.2190207292537816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321439733","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":[0.9455716,0.00041927418,0.047428537,0.00008755946,0.000017107648,0.0000401777,0.0003901645,0.00019620407,0.005849424],"genre_scores_gemma":[0.99377126,0.00012504852,0.0052449726,0.000007769732,0.0000020814516,0.00001966118,0.0001077477,0.000019506855,0.00070188433],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995625,0.0000049500445,0.0000031878096,0.000009184477,0.000020478423,0.0000059274907],"domain_scores_gemma":[0.9999653,0.000011530253,0.0000060667576,0.0000048071984,0.000009889256,0.0000023593168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001284349,0.00022023334,0.00021216941,0.0002389403,0.00021627912,0.0002563276,0.00040519817,0.00025914417,0.0014413011],"category_scores_gemma":[0.0002450312,0.00014663933,0.00021587756,0.00019553557,0.00016291045,0.00062123174,0.0001383931,0.00016454185,0.00021986155],"study_design_candidate":"simulation_or_modeling","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":[0.00016071314,0.00009725208,0.0054508443,0.00028300742,0.00004469372,0.00023724763,0.000063573854,0.31553584,0.65308666,0.009563798,0.0002605042,0.015215997],"study_design_scores_gemma":[0.0000074481404,0.000055916807,0.0018501058,0.0000037495342,0.000011366983,0.000040392955,0.00004132388,0.8695831,0.12505588,0.0018441075,0.0014972129,0.000009421152],"about_ca_topic_score_codex":0.0015067604,"about_ca_topic_score_gemma":0.001985677,"teacher_disagreement_score":0.0015067604,"about_ca_system_score_codex":0.00034931288,"about_ca_system_score_gemma":0.00034074692,"threshold_uncertainty_score":0.004821658},"labels":[],"label_agreement":null},{"id":"W2559626953","doi":"10.1007/s40243-016-0085-x","title":"Grafting of the carbon allotropes and polypyrrole via a Kevlar-type organic linker: the correlation of carbon structure/morphology with electrochemistry of the composite electrode","year":2016,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":18,"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 New Brunswick","funders":"","keywords":"Polypyrrole; Materials science; Graphene; Carbon fibers; Chemical engineering; Electrochemistry; Carbon nanotube; Carbide-derived carbon; Polymer; Polymer chemistry; Electrode; Polymerization; Composite material; Composite number; Nanotechnology; Chemistry; Carbon nanofiber","score_opus":0.002817144996328914,"score_gpt":0.1732032101221329,"score_spread":0.170386065125804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559626953","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":[0.97863775,0.0049215187,0.012613261,0.00016572751,0.00006653602,0.000059303613,0.00024261946,0.00018062131,0.0031126346],"genre_scores_gemma":[0.9872937,0.0025341667,0.0071885213,0.00006699605,0.000026020267,0.0000306615,0.00023503462,0.0000326947,0.0025922607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999038,0.000008227379,0.000006991275,0.000030303127,0.000032083677,0.000018582637],"domain_scores_gemma":[0.9998839,0.000021859709,0.000052517895,0.000012161099,0.000014024224,0.000015392243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011552782,0.00040469342,0.00011854198,0.00018827648,0.00008535432,0.0002783962,0.0002597284,0.0003790505,0.00086578797],"category_scores_gemma":[0.00016133813,0.00015080161,0.00014902366,0.00020144468,0.0001702129,0.00041318138,0.00016833047,0.00041934976,0.00037911953],"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":[0.000020516445,0.000012117535,0.00004128365,0.000041881733,0.0000020978064,0.000036118538,0.000006802094,0.00004870377,0.9984231,0.000076887496,0.000013922174,0.0012766145],"study_design_scores_gemma":[0.0000018816141,0.00008301007,0.0009567978,0.0000033855654,0.000005233085,0.00012719916,0.000005573561,0.0005642631,0.99748707,0.000022837372,0.00073866925,0.000004063667],"about_ca_topic_score_codex":0.00019479699,"about_ca_topic_score_gemma":0.000422289,"teacher_disagreement_score":0.00086578797,"about_ca_system_score_codex":0.00020221194,"about_ca_system_score_gemma":0.00009233489,"threshold_uncertainty_score":0.0028963685},"labels":[],"label_agreement":null},{"id":"W2612053407","doi":"10.1007/s40243-017-0095-3","title":"Pulsed-laser-ablation based nanodecoration of multi-wall-carbon nanotubes by Co–Ni nanoparticles for dye-sensitized solar cell counter electrode applications","year":2017,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Dye-sensitized solar cell; Materials science; Auxiliary electrode; Carbon nanotube; Electrode; Energy conversion efficiency; Nanoparticle; Pulsed laser deposition; Nanotechnology; Short circuit; Open-circuit voltage; Layer (electronics); Surface roughness; Chemical engineering; Solar cell; Laser ablation; Optoelectronics; Laser; Thin film; Composite material; Voltage; Optics; Chemistry","score_opus":0.009190496460500028,"score_gpt":0.236824712833266,"score_spread":0.22763421637276599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612053407","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":[0.975738,0.0029160182,0.018531015,0.00018305973,0.000084714564,0.000073236086,0.00017461486,0.00022630313,0.0020730563],"genre_scores_gemma":[0.97627175,0.001466859,0.02034909,0.000036542584,0.0000171669,0.00006156163,0.00013198375,0.000042610587,0.0016224677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998609,0.000010962607,0.000015152798,0.00003744639,0.000059665475,0.000015856525],"domain_scores_gemma":[0.99987185,0.000033369713,0.000026019161,0.000021417907,0.000036886777,0.000010578959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013400844,0.00040833437,0.00031695925,0.00020460208,0.00019327748,0.00036035362,0.00040482072,0.00043588833,0.00052645773],"category_scores_gemma":[0.00027384513,0.00018527944,0.00019360671,0.00018622399,0.00019616281,0.00045717604,0.0002648841,0.00045702196,0.00033115866],"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":[0.000009753976,0.000007477613,0.000038576214,0.000032617478,0.0000018330044,0.0000212162,0.00000997411,0.00007098223,0.9986358,0.000034835783,0.000013479087,0.0011234068],"study_design_scores_gemma":[9.2103016e-7,0.000013078955,0.00008964512,9.134218e-7,0.0000021425687,0.000020098481,0.000003025517,0.0006317107,0.9989104,0.0000050174663,0.00032157233,0.0000013311417],"about_ca_topic_score_codex":0.00047480068,"about_ca_topic_score_gemma":0.0012651833,"teacher_disagreement_score":0.00052645773,"about_ca_system_score_codex":0.00030378124,"about_ca_system_score_gemma":0.00015092676,"threshold_uncertainty_score":0.0022040606},"labels":[],"label_agreement":null},{"id":"W2733915092","doi":"10.1007/s40243-017-0098-0","title":"Preparation and characterization of 100% bio-based polylactic acid/palmitic acid microcapsules for thermal energy storage","year":2017,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Phase Change Materials Research","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polylactic acid; Differential scanning calorimetry; Materials science; Chemical engineering; Emulsion; Fourier transform infrared spectroscopy; Thermal energy storage; Polymer; Composite material","score_opus":0.014424584391770736,"score_gpt":0.26120584329440283,"score_spread":0.24678125890263208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733915092","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":[0.96552783,0.0030131564,0.030014522,0.000051353953,0.000045553697,0.00008828633,0.00025105983,0.00014632588,0.000861873],"genre_scores_gemma":[0.9635088,0.0013105259,0.032708984,0.000038383954,0.000010525481,0.00014514758,0.00034448606,0.000041181305,0.0018919831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985814,0.000016643491,0.000016972193,0.000032808086,0.000061602106,0.000013795493],"domain_scores_gemma":[0.99981755,0.000040202456,0.00005258196,0.000020035362,0.000053765085,0.00001587999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026094093,0.0003471584,0.00018507356,0.0003356124,0.00011449232,0.00021220905,0.0001549339,0.0002865269,0.00022418796],"category_scores_gemma":[0.00031802896,0.00012562588,0.00017525895,0.00018662981,0.0001846396,0.00027368253,0.00016527697,0.00021539195,0.00023038434],"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":[0.000011486997,0.0000046844693,0.00010950016,0.000024783654,0.0000022404101,0.000020997339,0.000009757641,0.00013164477,0.9979532,0.000027091843,0.000007684372,0.0016968397],"study_design_scores_gemma":[7.659552e-7,0.000035985322,0.00063767575,0.0000018777961,0.0000036337133,0.000031307172,0.000003915358,0.00037098865,0.99848455,0.000008353297,0.00041890246,0.000001981102],"about_ca_topic_score_codex":0.0001768139,"about_ca_topic_score_gemma":0.00045507596,"teacher_disagreement_score":0.0003471584,"about_ca_system_score_codex":0.0001658116,"about_ca_system_score_gemma":0.00017398038,"threshold_uncertainty_score":0.0013799667},"labels":[],"label_agreement":null},{"id":"W2790375166","doi":"10.1007/s40243-018-0110-3","title":"A novel elevated temperature pre-treatment for electrochemical capacity enhancement of graphene nanoflake-based anodes","year":2018,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Advancements in Battery Materials","field":"Engineering","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":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Materials science; Anode; Raman spectroscopy; Electrochemistry; Electrolyte; Chemical engineering; Cycling; Nanotechnology; Electrode; Chemistry","score_opus":0.008548445410000377,"score_gpt":0.2256910366471523,"score_spread":0.2171425912371519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790375166","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":[0.98624146,0.0016254975,0.00998067,0.000117794385,0.000098822966,0.00007054737,0.0002997144,0.00016145405,0.0014040293],"genre_scores_gemma":[0.99061614,0.00054520206,0.0070604845,0.00003746513,0.000011379405,0.00003884935,0.0002084548,0.000023605879,0.0014583959],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999013,0.0000069955986,0.000008303979,0.00002255293,0.000034400528,0.000026335281],"domain_scores_gemma":[0.9999504,0.000008931747,0.000009551437,0.000007234378,0.000015684063,0.000008138523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007928624,0.00040671302,0.0003137687,0.00027145908,0.00021067928,0.00022577599,0.0003059915,0.00044907097,0.0007997288],"category_scores_gemma":[0.00017705382,0.00021287883,0.00031760233,0.00016314191,0.00015683753,0.00030984744,0.00017341595,0.00044825597,0.00024381356],"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":[0.000016442866,0.0000065445997,0.000027362792,0.000029887407,0.0000020911218,0.00002022314,0.000008084825,0.000052694446,0.9988814,0.000025458754,0.000014136431,0.0009157097],"study_design_scores_gemma":[0.0000025740146,0.000043058957,0.0005223451,0.0000019084214,0.0000043877176,0.000025338319,0.0000053636027,0.0003052014,0.99848783,0.000011619616,0.00058571436,0.000004595584],"about_ca_topic_score_codex":0.0007181978,"about_ca_topic_score_gemma":0.0026894533,"teacher_disagreement_score":0.0007997288,"about_ca_system_score_codex":0.00021299212,"about_ca_system_score_gemma":0.00018556038,"threshold_uncertainty_score":0.0026752949},"labels":[],"label_agreement":null},{"id":"W2897129956","doi":"10.1007/s40243-018-0137-5","title":"Stretchable current collectors based on carbon embedded in a poly (acrylamide)/poly (N,N-methylenebisacrylamide) hydrogel modified with Nafion 117®","year":2018,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":4,"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 New Brunswick","funders":"New Brunswick Innovation Foundation","keywords":"Nafion; Materials science; Self-healing hydrogels; Chemical engineering; Acrylamide; Aqueous solution; Polymer chemistry; Polymerization; Carbon fibers; Graphene; Conductivity; Polypyrrole; Carbon nanotube; Electrode; Curing (chemistry); Monomer; Composite material; Polymer; Composite number; Electrochemistry; Organic chemistry; Nanotechnology; Chemistry","score_opus":0.007982442224838847,"score_gpt":0.21922788656164538,"score_spread":0.21124544433680653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897129956","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":[0.9446488,0.00995483,0.040450912,0.00048691122,0.00053522736,0.00012645629,0.0004385136,0.000729836,0.0026285062],"genre_scores_gemma":[0.9644609,0.002524736,0.029297704,0.00018476746,0.00014395633,0.00006756035,0.00023017237,0.000057470093,0.0030327127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997372,0.000014458781,0.000021205718,0.00008109438,0.00011611649,0.000029950208],"domain_scores_gemma":[0.99938583,0.00017647177,0.0001506518,0.00004221137,0.00018948555,0.000055364333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029900367,0.00046299974,0.00036239222,0.0006032728,0.0002922361,0.00050456147,0.0008517279,0.000686193,0.00093527354],"category_scores_gemma":[0.0004990822,0.00025683572,0.00026308978,0.0003603689,0.00023927176,0.00092258403,0.000217655,0.00041543794,0.0003870761],"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":[0.000028617256,0.000011314832,0.00009769313,0.000081492966,0.0000069733255,0.00006326031,0.000018657602,0.00005605344,0.996847,0.00006854606,0.000049101738,0.0026712287],"study_design_scores_gemma":[0.0000062874974,0.000078947196,0.0005915591,0.000007700143,0.000017074262,0.00010374406,0.000013890348,0.0008177494,0.99710447,0.00003449879,0.0012169386,0.000007000637],"about_ca_topic_score_codex":0.0003357343,"about_ca_topic_score_gemma":0.0007608373,"teacher_disagreement_score":0.00093527354,"about_ca_system_score_codex":0.00038667576,"about_ca_system_score_gemma":0.0001855432,"threshold_uncertainty_score":0.0031288266},"labels":[],"label_agreement":null},{"id":"W3016482881","doi":"10.1007/s40243-020-00169-3","title":"Composite zeolite beta catalysts for catalytic hydrocracking of plastic waste to liquid fuels","year":2020,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan","keywords":"Catalysis; Zeolite; Materials science; Fourier transform infrared spectroscopy; Composite number; Yield (engineering); Chemical engineering; Nuclear chemistry; Alkali metal; Waste management; Chemistry; Composite material; Organic chemistry","score_opus":0.011323351744055944,"score_gpt":0.2196319531761552,"score_spread":0.20830860143209926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016482881","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":[0.9932162,0.001372258,0.003432928,0.000024321867,0.000023590814,0.00003589404,0.00014711912,0.00008263448,0.0016650624],"genre_scores_gemma":[0.9970643,0.00053031096,0.0013548922,0.000008057313,0.000004710271,0.000010332257,0.00012105194,0.000013649379,0.0008926117],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986434,0.000016384372,0.000009154427,0.000020210633,0.00005710751,0.000032799468],"domain_scores_gemma":[0.999944,0.000009935961,0.000009761427,0.0000053019094,0.000011793756,0.000019217512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021647138,0.00034183997,0.0003605122,0.00066709064,0.00012226166,0.0002601108,0.00028972214,0.0001905826,0.0006699137],"category_scores_gemma":[0.00017879494,0.00019228138,0.000295897,0.00027730613,0.00013438657,0.0002368987,0.00023687092,0.00029202612,0.00030127828],"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":[0.0002066561,0.000028062332,0.00021776586,0.00006691467,0.00001172222,0.000040722076,0.00000934495,0.00018766146,0.9965714,0.000050125756,0.000022185757,0.0025873643],"study_design_scores_gemma":[0.000020268391,0.00017395208,0.0018639765,0.000004173578,0.000018299672,0.00006772568,0.00001291547,0.00088085886,0.99615943,0.000012713426,0.00078141276,0.0000042229117],"about_ca_topic_score_codex":0.0007429977,"about_ca_topic_score_gemma":0.0018946076,"teacher_disagreement_score":0.0007429977,"about_ca_system_score_codex":0.00022592176,"about_ca_system_score_gemma":0.00014816191,"threshold_uncertainty_score":0.0022411346},"labels":[],"label_agreement":null},{"id":"W4308844374","doi":"10.1007/s40243-022-00216-1","title":"Design of an isolated renewable hybrid energy system: a case study","year":2022,"lang":"en","type":"article","venue":"Materials for Renewable and Sustainable Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Renewable energy; Wind power; Environmental science; Environmental economics; Solar energy; Photovoltaic system; Biomass (ecology); Cost of electricity by source; Intermittent energy source; Electricity generation; Distributed generation; Meteorology; Engineering; Electrical engineering; Economics; Ecology; Geography","score_opus":0.012670327947196554,"score_gpt":0.22652950939072336,"score_spread":0.2138591814435268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308844374","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":[0.82218474,0.0008454217,0.13296197,0.00059800944,0.00012598663,0.0008391602,0.0004962729,0.000803457,0.04114507],"genre_scores_gemma":[0.98470426,0.000103392624,0.01055972,0.000023929268,0.00000849765,0.00016959422,0.000066901426,0.000017055105,0.004346635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956304,0.00016552475,0.000021766129,0.00006397702,0.000100284546,0.00008526963],"domain_scores_gemma":[0.99956554,0.00020051157,0.000037743408,0.00003286611,0.000095521376,0.0000677047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066735805,0.00078702293,0.00079683017,0.0007949019,0.0010916288,0.0016969433,0.0010782646,0.001842292,0.0066780224],"category_scores_gemma":[0.0006945411,0.00046103878,0.0008302847,0.00044104477,0.0005106498,0.0007904197,0.0009246128,0.00058977713,0.0005418197],"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":[0.00036016767,0.00033812138,0.0024383052,0.000289566,0.00008166672,0.0026019455,0.00013869289,0.96571136,0.007722375,0.002350127,0.0007479462,0.017219793],"study_design_scores_gemma":[0.00011079797,0.0007426131,0.0009817969,0.00002279237,0.00005658526,0.00018163076,0.0002503234,0.9915467,0.0031052108,0.000909049,0.0020709601,0.000021587244],"about_ca_topic_score_codex":0.006193298,"about_ca_topic_score_gemma":0.0068118176,"teacher_disagreement_score":0.0066780224,"about_ca_system_score_codex":0.00085315097,"about_ca_system_score_gemma":0.0007855245,"threshold_uncertainty_score":0.022340178},"labels":[],"label_agreement":null}]}