{"meta":{"query_hash":"57cd709e2ff3","filters":{"topic":"Electrodeposition and Electroless Coatings"},"cohort_total":348,"direct_labels_cover":0,"predictions_cover":348,"exported":348,"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/57cd709e2ff3","api":"https://metacan.xera.ac/api/v1/cohort?topic=Electrodeposition+and+Electroless+Coatings"},"results":[{"id":"W101431813","doi":"10.1023/a:1026231532006","title":"Investigation of electroless plating of Ni–W–P alloy films","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Tungstate; Tungsten; Sodium tungstate; Electrochemistry; Alloy; Sulfate; Inorganic chemistry; Sodium sulfate; Metal; Deposition (geology); Nickel; Chemistry; Polarization (electrochemistry); Sodium citrate; Ammonium; Ion; Sodium; Cathodic protection; Electrode; Materials science; Metallurgy","score_opus":0.004427121516430412,"score_gpt":0.17745612967246258,"score_spread":0.17302900815603217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W101431813","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":[0.9944437,0.001045975,0.0018266133,0.000054162792,0.00003794006,0.000022706872,0.000076255645,0.000035965317,0.0024565978],"genre_scores_gemma":[0.9951139,0.00047878287,0.0014147506,0.000026805608,0.000008104669,0.000010640076,0.00012391726,0.000015597981,0.0028075848],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999801,0.000016930193,0.0000093625995,0.00003511633,0.000111096546,0.000026528085],"domain_scores_gemma":[0.9998399,0.000038726255,0.000020803789,0.000028073937,0.00006205618,0.000010339118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001483464,0.00022831981,0.00023076202,0.00014375153,0.00026686612,0.00034977306,0.0005408046,0.0005033821,0.0009431994],"category_scores_gemma":[0.00037945728,0.00021544288,0.00015317017,0.00018298234,0.00020333681,0.0004044084,0.00020825112,0.00040004266,0.00018296801],"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":[0.00006356211,0.000009659285,0.00011443298,0.00005495709,0.000004870059,0.0001132171,0.000033314314,0.000022707776,0.99813,0.000056526955,0.00003920014,0.0013575217],"study_design_scores_gemma":[0.0000043883642,0.00007821282,0.0015578889,0.0000035254036,0.0000069265657,0.0001227241,0.000036097925,0.00044341502,0.9970591,0.000016559083,0.00066963566,0.000001502072],"about_ca_topic_score_codex":0.0008520916,"about_ca_topic_score_gemma":0.0012961248,"teacher_disagreement_score":0.0009431994,"about_ca_system_score_codex":0.00023275828,"about_ca_system_score_gemma":0.00014549293,"threshold_uncertainty_score":0.0031553507},"labels":[],"label_agreement":null},{"id":"W11339478","doi":"10.1023/a:1017515632755","title":"Effects of copper and anions on zinc–nickel anomalous codeposition in plating and electrowinning","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Electrowinning; Plating (geology); Nickel; Inorganic chemistry; Chemistry; Impurity; Limiting current; Zinc; Chloride; Copper; Alloy; Metal; Electrochemistry; Metallurgy; Sulfate; Ternary operation; Materials science; Electrolyte; Electrode","score_opus":0.0018486135413950252,"score_gpt":0.1789454999031609,"score_spread":0.17709688636176585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W11339478","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":[0.9944218,0.0022017972,0.0013552486,0.000118510405,0.00009968114,0.000021979495,0.00013003439,0.00006964661,0.0015814268],"genre_scores_gemma":[0.9962769,0.0007952993,0.0013726117,0.00004460327,0.000033596338,0.000009255529,0.00008682324,0.000038986265,0.0013419711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900454,0.00029539794,0.00013501507,0.00014669745,0.00024080585,0.00017749256],"domain_scores_gemma":[0.99832946,0.0008449838,0.00021532695,0.00015295639,0.0003378738,0.00011947342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010984087,0.0005723477,0.0005413461,0.0002699379,0.00052941765,0.001188284,0.00078185135,0.000620942,0.0021285557],"category_scores_gemma":[0.002716414,0.00053941173,0.00020054242,0.00034859416,0.00076981727,0.00065857003,0.00044007885,0.0006235235,0.0003099984],"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":[0.004587778,0.00007725104,0.0009160766,0.00029325005,0.0000381747,0.0004408349,0.0002690013,0.0005603539,0.98358095,0.00046657101,0.00025045717,0.008519155],"study_design_scores_gemma":[0.000030510791,0.00015484229,0.00040972445,0.0000063956045,0.000015285708,0.00008010506,0.000041228257,0.000515211,0.997717,0.000027825441,0.0009924027,0.000009363386],"about_ca_topic_score_codex":0.0023742896,"about_ca_topic_score_gemma":0.0038511357,"teacher_disagreement_score":0.0023742896,"about_ca_system_score_codex":0.0006178121,"about_ca_system_score_gemma":0.0005200112,"threshold_uncertainty_score":0.007120669},"labels":[],"label_agreement":null},{"id":"W13240553","doi":"","title":"Estudio de recubrimientos electrolíticos de NiW como alterenativa al cromo duro","year":2008,"lang":"es","type":"article","venue":"Canadian journal of medical technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.008638573043411417,"score_gpt":0.24157400467332968,"score_spread":0.23293543162991825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13240553","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":[0.983502,0.0069736163,0.004997598,0.00012048552,0.00008985494,0.00011885809,0.00019899139,0.000089571055,0.0039091483],"genre_scores_gemma":[0.98234254,0.0050876765,0.004630593,0.00010440976,0.000034791985,0.00007422863,0.00021295041,0.000051036204,0.0074617583],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964523,0.000032043336,0.000017903172,0.00008034074,0.00017245322,0.000052089206],"domain_scores_gemma":[0.99975914,0.000048484526,0.000051397208,0.000022717264,0.00010001175,0.000018295872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032940164,0.00037162908,0.0004311401,0.00028700999,0.00027356332,0.0005922347,0.00035430072,0.00049730163,0.0011645256],"category_scores_gemma":[0.0005362894,0.00017791607,0.00027783937,0.00033219613,0.00027149994,0.00055899814,0.00026190825,0.00052110327,0.0004400216],"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":[0.00017483368,0.000060388295,0.0009149546,0.0004182331,0.000014168235,0.0001510025,0.00014537772,0.00015827506,0.98784536,0.00013583286,0.00014191204,0.009839658],"study_design_scores_gemma":[0.000011461878,0.00068884564,0.004999048,0.000030609524,0.000045459547,0.00022552349,0.00028920945,0.0013030665,0.9853249,0.00007287187,0.0069961636,0.000012756565],"about_ca_topic_score_codex":0.0011802438,"about_ca_topic_score_gemma":0.0027820372,"teacher_disagreement_score":0.0011802438,"about_ca_system_score_codex":0.00027200623,"about_ca_system_score_gemma":0.00030615405,"threshold_uncertainty_score":0.0038957},"labels":[],"label_agreement":null},{"id":"W1511242861","doi":"10.1002/9780470551523.ch5","title":"Formation of Electrodeposited Ni‐Al <sub>2</sub> O <sub>3</sub> Composite Coatings","year":2009,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Materials science; Composite number; Metallurgy; Nanotechnology; Chemical engineering; Engineering physics; Polymer science; Composite material; Engineering","score_opus":0.004423438716936316,"score_gpt":0.1905896179604595,"score_spread":0.1861661792435232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511242861","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":[0.9458774,0.0036391774,0.013612133,0.00017641339,0.00041913867,0.0001919665,0.00070480857,0.0006221408,0.034756858],"genre_scores_gemma":[0.9627603,0.0011404958,0.014231238,0.000075471544,0.000021551747,0.00007677638,0.0004680659,0.00011374354,0.021112263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998616,0.0000045482975,0.00000583572,0.000037541966,0.00006469346,0.000025676776],"domain_scores_gemma":[0.99994874,0.000010322251,0.0000092746095,0.000009800912,0.000015070468,0.0000068416434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001068471,0.00027551962,0.00027561263,0.00016615757,0.00020319008,0.00029224556,0.0004230693,0.00039461604,0.0036077194],"category_scores_gemma":[0.00020183784,0.00026209134,0.0002727479,0.00013770006,0.00009342365,0.00033283772,0.00024116703,0.00048436056,0.00088335347],"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":[0.000046856396,0.00001096017,0.000049121616,0.00012187969,0.0000053337108,0.000050049388,0.00003088415,0.000119314034,0.9957119,0.00014050333,0.00021176961,0.003501386],"study_design_scores_gemma":[0.0000059540457,0.000022534605,0.00039373338,0.000002627395,0.000003680877,0.000026764998,0.00000699541,0.0004469567,0.9974952,0.000013693711,0.0015799085,0.0000019968218],"about_ca_topic_score_codex":0.0006622741,"about_ca_topic_score_gemma":0.0018572984,"teacher_disagreement_score":0.0036077194,"about_ca_system_score_codex":0.00025944825,"about_ca_system_score_gemma":0.00016712333,"threshold_uncertainty_score":0.0120690465},"labels":[],"label_agreement":null},{"id":"W1528591520","doi":"10.1002/9780470291238.ch30","title":"Enhanced Wettability by Copper Electroless Coating of Carbon Nanotubes","year":2008,"lang":"en","type":"book-chapter","venue":"Ceramic engineering and science proceedings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wetting; Materials science; Coating; Copper; Carbon nanotube; Metallurgy; Composite material","score_opus":0.004563869829980321,"score_gpt":0.18179123770464486,"score_spread":0.17722736787466453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528591520","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":[0.9694791,0.00921142,0.010296304,0.00008463367,0.00009890792,0.000028100287,0.00006703367,0.00024042523,0.01049402],"genre_scores_gemma":[0.9677203,0.004767833,0.0127587,0.000058514222,0.000038961927,0.000024075689,0.00015635446,0.000092537615,0.01438265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991345,0.0000066742464,0.0000031405255,0.000017674918,0.00004505501,0.000013974958],"domain_scores_gemma":[0.99993753,0.000019979454,0.000012352377,0.0000069875578,0.000016933605,0.0000062298877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006921761,0.00025873262,0.00013488777,0.000264292,0.0000959926,0.00023328971,0.00029504628,0.00022312453,0.0005877645],"category_scores_gemma":[0.00013199881,0.00015324994,0.0001395103,0.0002162622,0.00013011604,0.0002442051,0.00014084911,0.00023187557,0.00029020623],"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":[0.000012362359,0.000006670633,0.000039344035,0.000047019137,0.0000019754152,0.000050769602,0.000012592847,0.00014458584,0.99431086,0.00010307327,0.00006856697,0.0052021174],"study_design_scores_gemma":[0.0000023026219,0.000076141914,0.0006064721,0.0000048981133,0.000005961342,0.00015381674,0.0000063026678,0.001105763,0.9951703,0.00003545672,0.0028291447,0.0000035088897],"about_ca_topic_score_codex":0.00035901598,"about_ca_topic_score_gemma":0.00083936914,"teacher_disagreement_score":0.0005877645,"about_ca_system_score_codex":0.00018773494,"about_ca_system_score_gemma":0.000064340034,"threshold_uncertainty_score":0.001966238},"labels":[],"label_agreement":null},{"id":"W1545782418","doi":"10.1149/ma2013-01/13/644","title":"Electropolishing of 316L Stainless Steel for Biomedical Applications: The Influence of Potential","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Electropolishing; Materials science; Metallurgy; Chemistry; Electrode","score_opus":0.004291867658272881,"score_gpt":0.2124806575539258,"score_spread":0.20818878989565293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545782418","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":[0.95862705,0.014105908,0.01450527,0.00064546085,0.00037362875,0.00011876654,0.0004620066,0.00029121613,0.010870723],"genre_scores_gemma":[0.9840081,0.002737254,0.007789231,0.00010142159,0.000036660513,0.000027382119,0.00026938465,0.000064793734,0.0049657426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997316,0.00004071694,0.000018862269,0.000041940624,0.00012827442,0.000038624326],"domain_scores_gemma":[0.9997036,0.00011098724,0.000053411866,0.00003462178,0.000078319885,0.000019056613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040445736,0.00033990544,0.00027615027,0.00019722206,0.00021417468,0.00036335184,0.0003836987,0.00048995216,0.002028891],"category_scores_gemma":[0.00095621747,0.00023948264,0.00022913501,0.00023302872,0.00023112688,0.00038030068,0.00021668099,0.00031969027,0.0006559723],"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":[0.00010835921,0.000008577712,0.000076184035,0.00012444718,0.0000038688486,0.000063103755,0.000026984677,0.00007130218,0.9952918,0.0000898691,0.00014291253,0.0039925766],"study_design_scores_gemma":[0.000006445581,0.00013602893,0.0007329447,0.000008019421,0.0000054965244,0.00009601438,0.000015949345,0.00033252977,0.99670035,0.000036986457,0.0019252442,0.0000039485453],"about_ca_topic_score_codex":0.0003895216,"about_ca_topic_score_gemma":0.0010177754,"teacher_disagreement_score":0.002028891,"about_ca_system_score_codex":0.00028296624,"about_ca_system_score_gemma":0.00024425052,"threshold_uncertainty_score":0.0067873},"labels":[],"label_agreement":null},{"id":"W158632489","doi":"10.1023/a:1026266432219","title":"The use of electrochemical noise measurements to detect bad copper electrorefining conditions","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Royal Military College of Canada; Université Laval","funders":"","keywords":"Electrolyte; Electrowinning; Thiourea; Copper; Electrochemistry; Cathode; Chemistry; Anode; Electrochemical noise; Supporting electrolyte; Electrode; Materials science; Metallurgy","score_opus":0.015017801824996756,"score_gpt":0.22112277817616036,"score_spread":0.2061049763511636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158632489","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":[0.64268464,0.006525178,0.34356347,0.000538848,0.0007551753,0.00015356595,0.00028410763,0.0016380501,0.003856918],"genre_scores_gemma":[0.93160754,0.0011614199,0.06434433,0.00037796723,0.00006476588,0.00006550727,0.00022206413,0.00008245748,0.0020738272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836963,0.00039473473,0.00011844019,0.0002823545,0.00072121626,0.000113631024],"domain_scores_gemma":[0.9962993,0.0012770689,0.00039367808,0.00047908133,0.0014258083,0.00012503473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010597621,0.0010197797,0.0005946842,0.0011861185,0.00036975543,0.0006140162,0.0009469363,0.0012215432,0.0004306899],"category_scores_gemma":[0.0050432533,0.0004580216,0.0002671492,0.00042928476,0.0006084707,0.00063818553,0.00044837626,0.000857236,0.0003562601],"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":[0.00029354222,0.00006355328,0.0029378235,0.00015284393,0.0000276841,0.00022534582,0.000095262854,0.00031804683,0.97619855,0.00026413644,0.000263369,0.019159866],"study_design_scores_gemma":[0.0000081258695,0.00019381312,0.002193322,0.000008976138,0.000021327363,0.0006160214,0.000025869342,0.0033417384,0.99268395,0.00011627739,0.0007726548,0.000017938524],"about_ca_topic_score_codex":0.00050659105,"about_ca_topic_score_gemma":0.0012566976,"teacher_disagreement_score":0.0012215432,"about_ca_system_score_codex":0.00033969863,"about_ca_system_score_gemma":0.00025709835,"threshold_uncertainty_score":0.005604565},"labels":[],"label_agreement":null},{"id":"W1586399551","doi":"10.1002/9781118371350.ch8","title":"Lead Anodes Performance in Nickel Electrowinning","year":2012,"lang":"en","type":"other","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 British Columbia","funders":"","keywords":"Electrowinning; Lead (geology); Nickel; Anode; Metallurgy; Environmental science; Materials science; Process engineering; Computer science; Chemistry; Engineering; Geology; Electrode","score_opus":0.005179614393248149,"score_gpt":0.18975408221235782,"score_spread":0.18457446781910966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586399551","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":[0.97839034,0.0027050246,0.0013204525,0.0001102895,0.00014870061,0.00003358143,0.0006631607,0.00028884513,0.016339637],"genre_scores_gemma":[0.96771866,0.0017930986,0.0011099535,0.000026444044,0.000015256504,0.00001947026,0.0006092127,0.00011889072,0.028589077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996995,0.000016344313,0.000011991672,0.000055184104,0.00016203061,0.000054945118],"domain_scores_gemma":[0.99986136,0.000024400142,0.000010465078,0.00001825391,0.000070673406,0.000014785779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022074774,0.00035483495,0.00048804947,0.00026001682,0.00046299488,0.0009009779,0.00048169654,0.0004086383,0.004004331],"category_scores_gemma":[0.00044151043,0.00029418792,0.0002442002,0.00050154416,0.00016488975,0.0005713816,0.00033509766,0.00024171513,0.0013736319],"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":[0.00092528993,0.00006590519,0.000989481,0.00045549404,0.000019309826,0.00020180819,0.00040072086,0.00095601607,0.97453415,0.0005872718,0.0014123749,0.019452102],"study_design_scores_gemma":[0.000007879634,0.00022074262,0.0022409335,0.000011693007,0.000016469432,0.00003818456,0.00011343584,0.000556874,0.9941855,0.00004538812,0.0025560942,0.000006920911],"about_ca_topic_score_codex":0.0026934533,"about_ca_topic_score_gemma":0.0049960394,"teacher_disagreement_score":0.004004331,"about_ca_system_score_codex":0.00058014283,"about_ca_system_score_gemma":0.00029760526,"threshold_uncertainty_score":0.013395846},"labels":[],"label_agreement":null},{"id":"W1606956329","doi":"10.1002/9781118144442.ch4","title":"Effect of Coating Parameters on the Electrodeposition of Nickel Containing Nano‐Sized Alumina Particles","year":2011,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"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":"","keywords":"Materials science; Nickel; Nano-; Coating; Chemical engineering; Metallurgy; Nanotechnology; Composite material","score_opus":0.0077588686306425516,"score_gpt":0.20844368197596705,"score_spread":0.2006848133453245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606956329","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":[0.99439776,0.0017377228,0.0011108133,0.00006499402,0.00009189134,0.00003451543,0.00014362569,0.000060565493,0.0023581956],"genre_scores_gemma":[0.99570835,0.00093917793,0.0017130098,0.00004066326,0.000019709803,0.000020347332,0.00012253471,0.000035932087,0.0014002868],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996704,0.000039615454,0.000054393022,0.00007923487,0.00009497373,0.000061424944],"domain_scores_gemma":[0.9992674,0.00038816658,0.00009757301,0.000095155076,0.00011157575,0.00004004106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040677702,0.00038663318,0.00042502477,0.00024850504,0.00020381993,0.0005380538,0.0004938127,0.000490149,0.0013188281],"category_scores_gemma":[0.0012314633,0.00041284788,0.00027275155,0.00028731392,0.0002879018,0.00042820867,0.00024348994,0.0004556765,0.00039645156],"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":[0.00040476312,0.000036080302,0.00014602048,0.00013160724,0.00001689496,0.00008972268,0.000086195476,0.00018684927,0.99550277,0.00003773255,0.00008628332,0.0032750969],"study_design_scores_gemma":[0.000011717806,0.00015314891,0.0009647993,0.000004381005,0.000015669693,0.000037998983,0.000025912092,0.00042391822,0.9978544,0.000007588882,0.00049313885,0.000007167284],"about_ca_topic_score_codex":0.0010709949,"about_ca_topic_score_gemma":0.0027359829,"teacher_disagreement_score":0.0013188281,"about_ca_system_score_codex":0.00027516077,"about_ca_system_score_gemma":0.00019514908,"threshold_uncertainty_score":0.0044119954},"labels":[],"label_agreement":null},{"id":"W1693896150","doi":"10.1149/1.3010384","title":"Inhibition of Copper Deposition by Polyethylene Glycol and Chloride","year":2008,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":37,"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 Waterloo","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Copper; Overpotential; Chemistry; Polyethylene glycol; Electrode; Diffusion; Electrical impedance; Chloride; Deposition (geology); Analytical Chemistry (journal); Inorganic chemistry; Thermodynamics; Electrochemistry; Chromatography; Physical chemistry; Organic chemistry","score_opus":0.0035824402815669556,"score_gpt":0.18129684278497651,"score_spread":0.17771440250340956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1693896150","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":[0.7709132,0.002597447,0.21825352,0.00037467052,0.00008781462,0.00018467863,0.0003743398,0.0007762873,0.0064380784],"genre_scores_gemma":[0.98389405,0.001265802,0.011120626,0.000038983268,0.000006250513,0.0000731437,0.00017281383,0.000037459147,0.0033909508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996816,0.00004764583,0.000024557683,0.000095616415,0.00010467323,0.00004593478],"domain_scores_gemma":[0.99976486,0.00008909356,0.000060007595,0.000026005908,0.00004990285,0.000010163666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004517768,0.0008460057,0.00047088816,0.0002649879,0.00012525663,0.0004600938,0.0011072835,0.00053594605,0.0004400719],"category_scores_gemma":[0.0008691251,0.00033026387,0.0005787823,0.0001951022,0.0003005046,0.0005162802,0.00021031499,0.00038398174,0.00037448204],"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":[0.00012152908,0.00006566276,0.0011127876,0.00028240975,0.00002632495,0.00015730495,0.000058406964,0.098845005,0.8896357,0.0018418161,0.00020491562,0.0076481323],"study_design_scores_gemma":[0.000013338942,0.00014783061,0.00085484673,0.000008582612,0.00001626043,0.000106467436,0.000010603571,0.5298744,0.46721244,0.00047297042,0.0012674648,0.000014801138],"about_ca_topic_score_codex":0.002798073,"about_ca_topic_score_gemma":0.0016238759,"teacher_disagreement_score":0.002798073,"about_ca_system_score_codex":0.0011435999,"about_ca_system_score_gemma":0.00037449755,"threshold_uncertainty_score":0.008297443},"labels":[],"label_agreement":null},{"id":"W183830554","doi":"10.1007/978-1-4614-2380-5_7","title":"Production of Metallic Powders from Aqueous Solutions Without an External Current Source","year":2012,"lang":"en","type":"book-chapter","venue":"Modern aspects of electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"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":"Alberta Energy","funders":"","keywords":"Aqueous solution; Materials science; Current (fluid); Nickel; Electrochemistry; Metallurgy; Metal; Copper; Electrolyte; Electrode; Chemistry; Engineering; Electrical engineering","score_opus":0.012261364959534123,"score_gpt":0.21136786244626052,"score_spread":0.1991064974867264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W183830554","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":[0.65307254,0.024894476,0.22237249,0.0007972806,0.0011855611,0.00037273756,0.0012735819,0.0023012673,0.09373016],"genre_scores_gemma":[0.8132214,0.013722737,0.12644786,0.00025768758,0.00020548879,0.00013450797,0.0015371615,0.00056405686,0.04390906],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984443,0.000010113286,0.0000130483695,0.000037239188,0.0000814933,0.000013664627],"domain_scores_gemma":[0.9999441,0.000014461332,0.000009176548,0.000010544478,0.000015364674,0.000006361691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014705143,0.00047822885,0.000509481,0.00035563743,0.00016632194,0.00045812287,0.00055623037,0.00042006234,0.0014104291],"category_scores_gemma":[0.00018496154,0.0002811063,0.00038975096,0.00031753725,0.00019545782,0.00049858243,0.0003784508,0.0006440446,0.0016932059],"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":[0.000016491555,0.000013106699,0.000025452164,0.00019782326,0.0000055467735,0.00010097707,0.000021226586,0.000039004193,0.9890293,0.00033837426,0.00021474843,0.009998065],"study_design_scores_gemma":[0.0000047154726,0.000051668154,0.00010777979,0.000007490438,0.000008568514,0.00022262105,0.0000058668047,0.00023919404,0.99449867,0.00010485661,0.004746716,0.0000019092101],"about_ca_topic_score_codex":0.000077835095,"about_ca_topic_score_gemma":0.00015663906,"teacher_disagreement_score":0.0014104291,"about_ca_system_score_codex":0.00013837358,"about_ca_system_score_gemma":0.00009446136,"threshold_uncertainty_score":0.0047183633},"labels":[],"label_agreement":null},{"id":"W1848205631","doi":"10.1139/v00-039","title":"Reductive deposition of Au<sup>3+</sup>(aq) on oxidized silicon surfaces","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"X-ray photoelectron spectroscopy; Chemistry; Silicon; Aqueous solution; Oxidation state; Substrate (aquarium); Layer (electronics); Metal; Deposition (geology); Oxide; Inert; Chemical state; Inorganic chemistry; Chemical engineering; Organic chemistry","score_opus":0.003735038556655689,"score_gpt":0.17678411389461,"score_spread":0.1730490753379543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848205631","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":[0.99513465,0.00034483592,0.0027560906,0.000036804424,0.000020666765,0.000014626517,0.00011931471,0.000036900896,0.0015361225],"genre_scores_gemma":[0.9878928,0.00065676455,0.007454257,0.00005283916,0.000013441995,0.000012238084,0.0003962569,0.00002580062,0.0034954965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989474,0.00001093101,0.0000064743404,0.00002292297,0.000045849854,0.000019079791],"domain_scores_gemma":[0.9998777,0.0000395278,0.00001870965,0.000012263292,0.000039678725,0.000012078003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639694,0.00031078467,0.00017322952,0.0001613103,0.000104792,0.00019743804,0.00032613808,0.00018472079,0.0011504145],"category_scores_gemma":[0.00030136848,0.00014460926,0.00015985675,0.00015622796,0.00021568006,0.00017199562,0.00018747663,0.0002746921,0.00033015432],"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":[0.000018522258,0.0000029500966,0.000066696,0.00002738786,0.000002288257,0.000016408872,0.00001207176,0.000028068378,0.9989825,0.000028744606,0.000016483846,0.0007978166],"study_design_scores_gemma":[0.000002746068,0.00009032379,0.00083218905,0.0000016471041,0.000003679821,0.00003508212,0.000016617072,0.0002525879,0.9981862,0.000022179402,0.0005551465,0.0000015941202],"about_ca_topic_score_codex":0.00050476927,"about_ca_topic_score_gemma":0.00085480814,"teacher_disagreement_score":0.0011504145,"about_ca_system_score_codex":0.00016591171,"about_ca_system_score_gemma":0.00013314575,"threshold_uncertainty_score":0.0038485527},"labels":[],"label_agreement":null},{"id":"W1849177257","doi":"10.1016/j.matdes.2015.10.137","title":"Influence of layer thickness on mechanical properties of multilayered NiFe samples processed by electrodeposition","year":2015,"lang":"en","type":"article","venue":"Materials & Design","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redlen Technologies (Canada); Integran (Canada)","funders":"Office of Naval Research; Texas A and M University","keywords":"Materials science; Nanoindentation; Layer (electronics); Composite material; Grain size; Context (archaeology); Microstructure; Phase (matter)","score_opus":0.03407684141887299,"score_gpt":0.2201503907145153,"score_spread":0.18607354929564232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1849177257","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":[0.99891794,0.00016586181,0.00042588654,0.000017117605,0.000012755674,0.0000030211486,0.000099474055,0.000019042984,0.00033890468],"genre_scores_gemma":[0.9985629,0.00011660349,0.00074094126,0.000010732764,0.000004340223,0.0000057679686,0.000105690444,0.000012008188,0.00044120417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998454,0.000010927845,0.0000105315385,0.000036541212,0.0000506622,0.00004593832],"domain_scores_gemma":[0.9997019,0.000108211934,0.00006739092,0.000029366885,0.00006813096,0.000024980318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019735243,0.00030381163,0.00027112282,0.00016473714,0.00022150656,0.00033854975,0.00025043424,0.00035201886,0.0015648036],"category_scores_gemma":[0.0006112316,0.00028921186,0.00014763279,0.00019975237,0.00022695138,0.00027706882,0.00013433956,0.00034453213,0.00015332215],"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":[0.00011721699,0.000007062202,0.00023270733,0.000022463353,0.0000075090124,0.000039359722,0.000025994505,0.000091696515,0.99893767,0.000013244774,0.000016906723,0.00048827095],"study_design_scores_gemma":[0.0000052996897,0.000096998316,0.0037676103,0.0000036179574,0.000013122965,0.00002654975,0.000037232454,0.0006040373,0.9952043,0.0000055024243,0.00023088249,0.0000047627595],"about_ca_topic_score_codex":0.001233973,"about_ca_topic_score_gemma":0.0019701913,"teacher_disagreement_score":0.0015648036,"about_ca_system_score_codex":0.00020748269,"about_ca_system_score_gemma":0.00011122145,"threshold_uncertainty_score":0.005234778},"labels":[],"label_agreement":null},{"id":"W1922258747","doi":"10.1023/a:1020130205866","title":"Effects of boric acid on hydrogen evolution and internal stress in films deposited from a nickel sulfamate bath","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":107,"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":"","keywords":"Nickel; Boric acid; Electroplating; Plating (geology); Limiting current; Chemistry; Electrode; Current density; Metal; Copper; Electrochemistry; Inorganic chemistry; Analytical Chemistry (journal); Materials science; Metallurgy; Layer (electronics); Chromatography","score_opus":0.0018286824718723874,"score_gpt":0.1616020139138226,"score_spread":0.1597733314419502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922258747","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":[0.9982078,0.0006300767,0.00028648195,0.00005083373,0.000025278725,0.00000649394,0.00007009162,0.000020583155,0.0007023332],"genre_scores_gemma":[0.998777,0.00021162137,0.00027729064,0.000031113253,0.000008792643,0.000003491653,0.00007998768,0.0000114265895,0.00059925776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998072,0.000030934345,0.000020173853,0.00003117792,0.000046931476,0.00006357045],"domain_scores_gemma":[0.9995826,0.0001845614,0.000053503893,0.000050081817,0.000078975274,0.00005025612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030420875,0.0002859271,0.00034872576,0.0001058775,0.00024735028,0.00040329483,0.00032142398,0.00047489116,0.002018211],"category_scores_gemma":[0.0005813753,0.00028020216,0.00018924587,0.00014920594,0.00043264427,0.0003409165,0.00014887468,0.0005074501,0.00023697935],"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":[0.0014767618,0.00003493865,0.00036425333,0.000058068683,0.000015235033,0.00013075987,0.000098004326,0.00008345312,0.9959573,0.000064343454,0.000050978266,0.001665881],"study_design_scores_gemma":[0.000024637191,0.00019413355,0.0013212485,0.0000031225802,0.000010228659,0.00003755308,0.00003584222,0.00026577277,0.9978275,0.000010517583,0.00026598605,0.0000034612465],"about_ca_topic_score_codex":0.0014498064,"about_ca_topic_score_gemma":0.0022758662,"teacher_disagreement_score":0.002018211,"about_ca_system_score_codex":0.000381053,"about_ca_system_score_gemma":0.00022892845,"threshold_uncertainty_score":0.006751597},"labels":[],"label_agreement":null},{"id":"W1927299956","doi":"10.11113/jt.v76.5796","title":"ELECTROCHEMICAL BEHAVIOR OF ELECTRODEPOSITED NANOCRYSTALLINE COBALT-IRON ALLOY COATING IN DIFFERENT PH","year":2015,"lang":"en","type":"article","venue":"Jurnal Teknologi","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 British Columbia","funders":"","keywords":"Dissolution; Electrochemistry; Cobalt; Nanocrystalline material; Corrosion; Alloy; Aqueous solution; Inorganic chemistry; Materials science; Coating; Electrolyte; Metallurgy; Chemistry; Electrode","score_opus":0.011721153004721768,"score_gpt":0.22816107706139072,"score_spread":0.21643992405666895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1927299956","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":[0.9924396,0.0014376927,0.0042900457,0.00008645411,0.000059791364,0.000023386116,0.0002543321,0.00008130958,0.0013273704],"genre_scores_gemma":[0.98883235,0.0009079314,0.0076718545,0.000053391486,0.000017963803,0.0000282248,0.00020792073,0.000021154485,0.0022592873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996842,0.00004258648,0.000030496461,0.00007997624,0.00011044934,0.00005226959],"domain_scores_gemma":[0.9997042,0.00009383525,0.00004305393,0.000021762478,0.00010901701,0.000028147917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030661467,0.00038515398,0.00045827945,0.00021308941,0.00014991344,0.00026406004,0.00041627957,0.0006048336,0.00077474513],"category_scores_gemma":[0.00054986274,0.00020971206,0.00020900919,0.0003818583,0.00020707735,0.00021494881,0.00015420993,0.00045040983,0.00021340193],"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":[0.00008125588,0.000010114121,0.00014619435,0.000058621605,0.000005964908,0.00006759743,0.000039463426,0.00007871671,0.9981692,0.000025736366,0.000021405878,0.001295742],"study_design_scores_gemma":[0.000005971255,0.00009300766,0.0014688215,0.0000055087426,0.000011575613,0.00007199635,0.000028442066,0.0011705337,0.9967938,0.000013429803,0.0003318193,0.000005154741],"about_ca_topic_score_codex":0.0019230566,"about_ca_topic_score_gemma":0.0026025602,"teacher_disagreement_score":0.0019230566,"about_ca_system_score_codex":0.00033907156,"about_ca_system_score_gemma":0.00016749247,"threshold_uncertainty_score":0.0038237572},"labels":[],"label_agreement":null},{"id":"W1964132113","doi":"10.1007/s10008-014-2417-z","title":"An EQCM study on the influence of saccharin on the corrosion properties of nanostructured cobalt and cobalt-iron alloy coatings","year":2014,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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":"Natural Sciences and Engineering Research Council of Canada; Universiti Teknologi MARA; Ministry of Higher Education, Malaysia","keywords":"Materials science; Cobalt; Quartz crystal microbalance; Alloy; Electrochemistry; Corrosion; Cyclic voltammetry; Saccharin; Inorganic chemistry; Dissolution; Polarization (electrochemistry); Electrolyte; Metallurgy; Plating (geology); Chemical engineering; Electroplating; Electrode; Chemistry; Composite material; Adsorption","score_opus":0.005872687266286232,"score_gpt":0.20870059467119303,"score_spread":0.2028279074049068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964132113","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":[0.9986486,0.00023622581,0.0005886081,0.000017953544,0.000008661034,0.0000071997165,0.00006062859,0.0000056412523,0.0004264245],"genre_scores_gemma":[0.9979298,0.0001749718,0.0008033994,0.000022081278,0.0000057167053,0.0000069238204,0.00008310625,0.00000522066,0.0009687017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998349,0.000018775912,0.000009998152,0.000031281954,0.00006938365,0.00003567146],"domain_scores_gemma":[0.9997967,0.00006472987,0.000029704563,0.000024126595,0.00007062389,0.000014109552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022677814,0.00019611533,0.00020876463,0.00010378245,0.00016857093,0.00020509702,0.0002058892,0.00027102255,0.0014840991],"category_scores_gemma":[0.00031359342,0.00009013657,0.00020878813,0.00014772236,0.00015727391,0.00020766437,0.00015034546,0.0003093156,0.0001750128],"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":[0.00006648321,0.000016481494,0.00013021812,0.000019814059,0.0000025384957,0.000020206859,0.000016733506,0.000033990815,0.99900764,0.000019577896,0.000012742593,0.0006536227],"study_design_scores_gemma":[0.0000048141183,0.00022252394,0.0026053563,0.0000014991243,0.0000071539002,0.000026945603,0.000027695254,0.00064666395,0.99613935,0.000007199868,0.00030754993,0.0000032197436],"about_ca_topic_score_codex":0.0017536626,"about_ca_topic_score_gemma":0.0020118945,"teacher_disagreement_score":0.0017536626,"about_ca_system_score_codex":0.0002600203,"about_ca_system_score_gemma":0.00015564985,"threshold_uncertainty_score":0.004964769},"labels":[],"label_agreement":null},{"id":"W1967201822","doi":"10.1016/j.electacta.2012.11.024","title":"Kinetic and hydrodynamic implications of 1-D and 2-D models for copper electrodeposition under mixed kinetic-mass transfer control","year":2012,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mass transfer; Turbulence; Chemistry; Thermodynamics; Mechanics; Turbulence kinetic energy; Diffusion; Rotating disk electrode; Kinetic energy; Copper; Electrode; Physics; Classical mechanics; Cyclic voltammetry; Electrochemistry; Physical chemistry","score_opus":0.006940471579016717,"score_gpt":0.20529510702057793,"score_spread":0.1983546354415612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967201822","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":[0.25831062,0.0044891317,0.6439216,0.007977855,0.0015132834,0.00032008527,0.0011245151,0.0007048901,0.08163799],"genre_scores_gemma":[0.93219787,0.0019021231,0.034307573,0.00080645335,0.00026382873,0.0003677246,0.00045925746,0.00017269129,0.02952245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960345,0.00010996737,0.000022723952,0.000090936825,0.00010479209,0.00006811119],"domain_scores_gemma":[0.9991953,0.0004600845,0.0000876075,0.000092693765,0.00011264377,0.00005178143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068670197,0.0008021394,0.00058531144,0.0006163918,0.00052743993,0.0014767156,0.0015627258,0.00194184,0.0031979673],"category_scores_gemma":[0.0030090457,0.0005134492,0.0006917346,0.00034908616,0.0012344344,0.0023030885,0.00087800773,0.0009920998,0.00067232724],"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":[0.00028960183,0.00023289652,0.0007111663,0.00030117502,0.000027681224,0.00038857755,0.00026007192,0.4048808,0.06017381,0.52158695,0.0028812264,0.008266049],"study_design_scores_gemma":[0.000024895015,0.000026485674,0.00013435613,0.0000039498987,0.0000048025927,0.00003708448,0.000015440224,0.9784952,0.0062008146,0.013722484,0.0013139801,0.000020572998],"about_ca_topic_score_codex":0.003699255,"about_ca_topic_score_gemma":0.0011292165,"teacher_disagreement_score":0.003699255,"about_ca_system_score_codex":0.0014808155,"about_ca_system_score_gemma":0.00077586406,"threshold_uncertainty_score":0.010744154},"labels":[],"label_agreement":null},{"id":"W1968964812","doi":"10.1016/j.hydromet.2014.10.007","title":"Manganese consumption during zinc electrowinning using a dynamic process simulation","year":2014,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Manganese; Electrowinning; Chemistry; Zinc; Electrolyte; Anode; Chloride; Inorganic chemistry; Hydrometallurgy; Metallurgy; Electrode; Sulfuric acid; Materials science","score_opus":0.0070526708545569465,"score_gpt":0.24331286058547502,"score_spread":0.23626018973091809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968964812","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":[0.991375,0.000046429763,0.004555795,0.000036221318,0.000009853963,0.00001594181,0.00022580517,0.00006425739,0.0036707397],"genre_scores_gemma":[0.9979912,0.00003142271,0.0010669681,0.0000037839227,8.8299714e-7,0.000010277473,0.000077050405,0.000011315338,0.00080715906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999467,0.0000044450603,0.00000265648,0.000015303822,0.000015709846,0.000015147799],"domain_scores_gemma":[0.9998815,0.00006724816,0.000011702428,0.00001258243,0.000021284053,0.00000561085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012302249,0.00026289446,0.00031405568,0.00022290421,0.00026842474,0.0003603445,0.00043940835,0.00037992673,0.0021857761],"category_scores_gemma":[0.000337862,0.0002506528,0.00036309494,0.00033788872,0.00018994312,0.00034704112,0.00016393905,0.00024574596,0.00012209773],"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":[0.00029338882,0.00014328142,0.003611247,0.0000899009,0.000037401718,0.00017380241,0.00008051152,0.9414476,0.044973418,0.0013015574,0.00020368473,0.007644139],"study_design_scores_gemma":[0.000020171186,0.00008488614,0.0016070076,0.000002640137,0.000012042354,0.000013092998,0.000029552642,0.9783278,0.019437842,0.00015405146,0.0003016201,0.000009273151],"about_ca_topic_score_codex":0.0091190515,"about_ca_topic_score_gemma":0.008038607,"teacher_disagreement_score":0.0091190515,"about_ca_system_score_codex":0.00057304336,"about_ca_system_score_gemma":0.0004468656,"threshold_uncertainty_score":0.018131971},"labels":[],"label_agreement":null},{"id":"W1972886648","doi":"10.1155/2008/858235","title":"Mesoscale Compositionally Modulated Nanocrystalline Ni‐Fe Electrodeposits for Nanopatterning Applications","year":2008,"lang":"en","type":"article","venue":"Journal of Nanomaterials","topic":"Electrodeposition and Electroless Coatings","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; University of Toronto","keywords":"Materials science; Grain size; Nanocrystalline material; Waviness; Surface finish; Alloy; Nanostructure; Surface roughness; Etching (microfabrication); Composite material; Nanotechnology; Layer (electronics)","score_opus":0.008697687956369871,"score_gpt":0.20704451867905613,"score_spread":0.19834683072268625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972886648","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":[0.9932267,0.00055906945,0.004591483,0.00006898538,0.00003162908,0.00002164559,0.00011525827,0.00014401032,0.0012412651],"genre_scores_gemma":[0.9945761,0.00022690617,0.004126062,0.000017958582,0.000004708995,0.00001430122,0.00007201164,0.000018580016,0.0009432647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999659,0.0000018339288,0.0000030950898,0.000009318923,0.0000118472235,0.0000080611035],"domain_scores_gemma":[0.99995065,0.000011460766,0.000012170684,0.0000093535755,0.00000845625,0.000007870059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005692751,0.00015458505,0.00014172454,0.00008017435,0.00013898741,0.00019187371,0.00018255868,0.00016868894,0.0005913977],"category_scores_gemma":[0.000108068,0.00013878361,0.000081121514,0.0000648241,0.000110516405,0.00017211078,0.00010179142,0.00028208623,0.00015478714],"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":[0.000006907435,0.0000040290633,0.000021730762,0.0000057256675,6.7127235e-7,0.000005337347,0.0000029838327,0.000048334034,0.99946946,0.000023236858,0.0000111233485,0.000400423],"study_design_scores_gemma":[0.0000036559431,0.000023373048,0.000753032,9.3661384e-7,0.000003081036,0.00001875768,0.000005231331,0.0015546646,0.99711466,0.000014662861,0.00050609454,0.0000017672597],"about_ca_topic_score_codex":0.0007926241,"about_ca_topic_score_gemma":0.0033219308,"teacher_disagreement_score":0.0007926241,"about_ca_system_score_codex":0.0002925904,"about_ca_system_score_gemma":0.00009969551,"threshold_uncertainty_score":0.002122879},"labels":[],"label_agreement":null},{"id":"W1973031237","doi":"10.1016/j.ultsonch.2004.06.002","title":"Effects of ultrasonic irradiation on the properties of coatings obtained by electroless plating and electro plating","year":2004,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":102,"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":"Ryerson University","keywords":"Materials science; Electroplating; Coating; Plating (geology); Ultrasonic sensor; Copper plating; Sonochemistry; Irradiation; Composite material; Metal; Cavitation; Copper; Electroless plating; Metallurgy; Layer (electronics); Chemistry","score_opus":0.002928561768932807,"score_gpt":0.15886074839589573,"score_spread":0.15593218662696293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973031237","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":[0.995867,0.0018258238,0.0010434366,0.000032485346,0.00003139506,0.00001340077,0.0000880675,0.000040297793,0.0010580783],"genre_scores_gemma":[0.99676526,0.00078014063,0.00087692705,0.000035797304,0.000013089609,0.000012692984,0.0001545632,0.000053544543,0.0013080107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995946,0.00006799793,0.000040028855,0.000070073365,0.00012248769,0.00010479336],"domain_scores_gemma":[0.9990177,0.0005456929,0.00014109515,0.00008105319,0.00016827363,0.000046153124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005059627,0.00044424232,0.00037822465,0.00025568396,0.00022333521,0.00041647247,0.00029411947,0.0005764285,0.0022005371],"category_scores_gemma":[0.0014115826,0.00043937966,0.0003913689,0.00036236804,0.0004094954,0.00030703386,0.00018362606,0.00052149437,0.0003149573],"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":[0.0004901756,0.000013016609,0.00022677708,0.00007138532,0.000018713801,0.0000658702,0.00007293976,0.00011051157,0.99739456,0.000027371798,0.000026669937,0.0014819743],"study_design_scores_gemma":[0.00001048219,0.00018733052,0.0022304629,0.0000038265453,0.000023718754,0.00004282184,0.000020531394,0.0002257703,0.9969842,0.000006060046,0.000259515,0.000005344484],"about_ca_topic_score_codex":0.0009691812,"about_ca_topic_score_gemma":0.00093574414,"teacher_disagreement_score":0.0022005371,"about_ca_system_score_codex":0.00028962246,"about_ca_system_score_gemma":0.00018061775,"threshold_uncertainty_score":0.0073615313},"labels":[],"label_agreement":null},{"id":"W1975477033","doi":"10.1016/s0892-6875(03)00059-1","title":"Electrical conductivity and density of CoSO4/H2SO4 solutions in the range of modern cobalt electrowinning electrolytes","year":2003,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":14,"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":"","keywords":"Electrowinning; Cobalt; Electrolyte; Conductivity; Range (aeronautics); Materials science; Electrical resistivity and conductivity; Metallurgy; Inorganic chemistry; Chemistry; Electrode; Electrical engineering; Engineering; Physical chemistry; Composite material","score_opus":0.009628010917486381,"score_gpt":0.1919425313615652,"score_spread":0.1823145204440788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975477033","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":[0.99338657,0.0018435613,0.0016990495,0.00011120329,0.00005087889,0.0000071313966,0.00028384815,0.0000637888,0.0025540292],"genre_scores_gemma":[0.99685967,0.0006786328,0.00080380175,0.00002291157,0.000015759737,0.0000058675237,0.0002522727,0.000009979243,0.0013509927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997894,0.000034813052,0.000024472116,0.00003218923,0.00007508526,0.000044128774],"domain_scores_gemma":[0.99963963,0.00015462916,0.00003900037,0.000019102758,0.00012177816,0.000025839918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003286714,0.00027573275,0.00019697512,0.00044849643,0.00019046944,0.00037627848,0.0002670649,0.00040248354,0.0013888567],"category_scores_gemma":[0.00078308384,0.00015549408,0.00010933684,0.0004263123,0.00028871736,0.0003155142,0.00014999336,0.00031459687,0.00024253095],"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":[0.0006620433,0.00003478689,0.0013806367,0.000089277404,0.000014051825,0.000118168144,0.000084987034,0.0008228233,0.99018735,0.00073827145,0.00020048299,0.0056670294],"study_design_scores_gemma":[0.000007835055,0.00012629206,0.0014724976,0.000005803166,0.000009846358,0.00007535686,0.000054447453,0.0015579462,0.99571496,0.0001522625,0.00081644667,0.000006353589],"about_ca_topic_score_codex":0.0008771121,"about_ca_topic_score_gemma":0.000988119,"teacher_disagreement_score":0.0013888567,"about_ca_system_score_codex":0.00021049475,"about_ca_system_score_gemma":0.00022970856,"threshold_uncertainty_score":0.004646182},"labels":[],"label_agreement":null},{"id":"W1975594142","doi":"10.1023/a:1026261526134","title":"Electrical conductivity and density of NiSO4/H2SO4 solutions in the range of modern nickel electrorefining and electrowinning electrolytes","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":11,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrowinning; Sulfuric acid; Electrolyte; Nickel; Extrapolation; Electrochemistry; Inorganic chemistry; Chemistry; Sulfate; Conductivity; Electrical resistivity and conductivity; Materials science; Metallurgy; Electrode; Physical chemistry","score_opus":0.006950303339239798,"score_gpt":0.19327399315705354,"score_spread":0.18632368981781375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975594142","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":[0.995252,0.0008927291,0.0013259739,0.00006836177,0.00003599685,0.0000061319865,0.00025781407,0.000045676676,0.0021154394],"genre_scores_gemma":[0.99678814,0.00038901565,0.0008456141,0.000019472944,0.000009307257,0.000006066278,0.00023390709,0.0000074367563,0.0017010679],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998472,0.000027294778,0.000016411928,0.000024167191,0.0000526593,0.000032254087],"domain_scores_gemma":[0.99974316,0.00009839036,0.000026833504,0.000015207746,0.00009661328,0.000019796016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002552667,0.00022041966,0.00014776658,0.00033093867,0.00018378651,0.0002579811,0.00025694544,0.00035961284,0.0014856516],"category_scores_gemma":[0.0005131674,0.0001287305,0.00009311396,0.00025817103,0.00025634887,0.0002814131,0.0001110413,0.0002633307,0.00024901069],"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":[0.0006225328,0.000035499394,0.00097648526,0.000071432536,0.000012553555,0.00009894743,0.0000835679,0.00068604434,0.99208707,0.0004626059,0.00016943665,0.0046938574],"study_design_scores_gemma":[0.000007239393,0.0001318384,0.0016390556,0.0000053567705,0.00000945543,0.00006462057,0.00007072924,0.002008798,0.99518675,0.00014271562,0.00072647067,0.000006953603],"about_ca_topic_score_codex":0.00089434424,"about_ca_topic_score_gemma":0.0011487532,"teacher_disagreement_score":0.0014856516,"about_ca_system_score_codex":0.00019378771,"about_ca_system_score_gemma":0.00018728011,"threshold_uncertainty_score":0.0049699545},"labels":[],"label_agreement":null},{"id":"W1976474633","doi":"10.1007/s10854-007-9385-3","title":"Electrodeposition of tin: a simple approach","year":2007,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":83,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tin; Plating (geology); Electroplating; Electrolyte; Ammonium chloride; Ammonium; Inorganic chemistry; Chemistry; Materials science; Metallurgy; Nanotechnology; Electrode; Layer (electronics); Organic chemistry; Physics","score_opus":0.005314379521386617,"score_gpt":0.22778643304256188,"score_spread":0.22247205352117527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976474633","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":[0.39118847,0.01786373,0.5352009,0.0017484378,0.0045177084,0.0011441647,0.0007640337,0.0019564347,0.045616135],"genre_scores_gemma":[0.6812449,0.008711754,0.27622357,0.00058828684,0.00020831703,0.00027513193,0.00064262794,0.00015695825,0.031948484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996885,0.000026621503,0.000024333698,0.00008354102,0.00014469698,0.0000323595],"domain_scores_gemma":[0.9999058,0.000021172857,0.000010093229,0.000026024785,0.000022539592,0.000014291297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025551897,0.00049797806,0.0006613904,0.00044561582,0.0003681793,0.00039059378,0.0007889806,0.00076892617,0.0014697523],"category_scores_gemma":[0.00029229908,0.00031139387,0.00037302994,0.00023452233,0.0002422467,0.0005406237,0.00067746633,0.0010364633,0.0008766062],"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":[0.00008803863,0.00008433021,0.00022948417,0.00031489684,0.00003227669,0.00036920403,0.000059808546,0.00020362646,0.96871895,0.0017915531,0.00080766995,0.027300345],"study_design_scores_gemma":[0.000037753365,0.00023240891,0.0008135777,0.000014700144,0.00003328772,0.0011493928,0.00004275182,0.0019185443,0.9737507,0.0009478409,0.021034691,0.000024432144],"about_ca_topic_score_codex":0.0003740252,"about_ca_topic_score_gemma":0.0013842375,"teacher_disagreement_score":0.0014697523,"about_ca_system_score_codex":0.0002841639,"about_ca_system_score_gemma":0.00036885502,"threshold_uncertainty_score":0.0049168468},"labels":[],"label_agreement":null},{"id":"W1976932848","doi":"10.1016/s0013-4686(01)00779-4","title":"Laser-assisted electrochemical deposition on certain cathodes","year":2001,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"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","keywords":"Cathode; Deposition (geology); Electrochemistry; Copper; Electrolyte; Nickel; Laser; Chemistry; Cyanide; Materials science; Irradiation; Pulsed laser deposition; Analytical Chemistry (journal); Electrode; Inorganic chemistry; Metallurgy; Thin film; Nanotechnology; Optics; Chromatography; Physical chemistry","score_opus":0.007135454802051876,"score_gpt":0.21126126671724224,"score_spread":0.20412581191519036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976932848","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":[0.9763515,0.0030367693,0.011853543,0.0003423598,0.000119375254,0.000028777175,0.00018303131,0.00019038453,0.007894204],"genre_scores_gemma":[0.98879695,0.001184465,0.004573835,0.00006114535,0.00004169858,0.000017900877,0.00014040132,0.000041621777,0.005141987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998023,0.000014775517,0.000011452532,0.000038357248,0.00008666837,0.000046495516],"domain_scores_gemma":[0.9998129,0.000051639894,0.000023634575,0.000033096083,0.0000629214,0.000015881718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027239448,0.0002178373,0.00033676956,0.0003789134,0.0004590656,0.00057331077,0.0006460284,0.00051302434,0.0013264302],"category_scores_gemma":[0.0006351195,0.00018644446,0.00019703466,0.0003360941,0.00033257352,0.00045470652,0.000310106,0.00040216,0.00040130081],"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":[0.00007416977,0.000010569188,0.00012062986,0.00006815606,0.000005395001,0.0001943164,0.00006973888,0.00016119752,0.99485165,0.000916939,0.0001547052,0.0033726029],"study_design_scores_gemma":[0.0000060796774,0.000036669586,0.000370873,0.0000027699896,0.0000035590544,0.0001485083,0.00001775806,0.00060232566,0.9971623,0.00012259175,0.0015234248,0.000003112263],"about_ca_topic_score_codex":0.00069276645,"about_ca_topic_score_gemma":0.0010828973,"teacher_disagreement_score":0.0013264302,"about_ca_system_score_codex":0.00045771475,"about_ca_system_score_gemma":0.00020902832,"threshold_uncertainty_score":0.004437387},"labels":[],"label_agreement":null},{"id":"W1979281317","doi":"10.1049/mnl:20070064","title":"Controlling palladium nanowire size through electroless deposition process","year":2008,"lang":"en","type":"article","venue":"Micro & Nano Letters","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"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 du Québec à Montréal; McGill University; Devon Energy (Canada); Natural Resources Canada","funders":"","keywords":"Palladium; Nanowire; Materials science; Electroless plating; Deposition (geology); Nanotechnology; Porosity; Plating (geology); Nanoparticle; Electroless deposition; Chemical engineering; Metallurgy; Composite material; Electroplating; Catalysis; Copper; Layer (electronics); Chemistry","score_opus":0.004937284467403099,"score_gpt":0.19009310694948756,"score_spread":0.18515582248208445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979281317","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":[0.8417372,0.0035947007,0.14105451,0.0006405684,0.0004900804,0.0001840363,0.0004654025,0.0017783438,0.0100551965],"genre_scores_gemma":[0.9333616,0.0016382706,0.058960356,0.00016371899,0.00005581616,0.00011402132,0.00021390176,0.00023082594,0.005261371],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994649,0.000046929013,0.000053332446,0.00019036817,0.00019857667,0.00004577489],"domain_scores_gemma":[0.99948066,0.00018435999,0.0001341557,0.000075312906,0.0000895961,0.000035912733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033422216,0.00055935467,0.00042956273,0.00030954304,0.0002766494,0.00054549315,0.00091319083,0.00041211655,0.0009606165],"category_scores_gemma":[0.00063376565,0.0004747633,0.00019927126,0.00029809968,0.0003877198,0.0006530371,0.0004697055,0.0006991992,0.00050350354],"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":[0.000015911755,0.000009848855,0.000027360413,0.00003119726,0.0000021549442,0.000021803016,0.000011961009,0.00006572642,0.9976673,0.00017753057,0.0000930061,0.0018761805],"study_design_scores_gemma":[0.000009083092,0.000025434494,0.0001424021,0.0000012263835,0.0000032766343,0.00004029585,0.000003254262,0.0009400324,0.9977164,0.000029544766,0.0010856347,0.0000034497466],"about_ca_topic_score_codex":0.00023870621,"about_ca_topic_score_gemma":0.0005799621,"teacher_disagreement_score":0.0009606165,"about_ca_system_score_codex":0.0004192994,"about_ca_system_score_gemma":0.00018557825,"threshold_uncertainty_score":0.0032135844},"labels":[],"label_agreement":null},{"id":"W1981468649","doi":"10.1007/s10854-008-9762-6","title":"Electroplating of gold from a solution containing tri-ammonium citrate and sodium sulphite","year":2008,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":18,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plating (geology); Sodium citrate; Electroplating; Cyanide; Ammonium; Electrolyte; Chemistry; Gold plating (software engineering); Inorganic chemistry; Nuclear chemistry; Materials science; Electrode; Organic chemistry; Layer (electronics)","score_opus":0.009482785271170859,"score_gpt":0.21180344823885258,"score_spread":0.20232066296768172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981468649","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":[0.9828435,0.0009516496,0.0093327025,0.00018553533,0.00026411514,0.000076870325,0.00008344274,0.0002558125,0.0060063684],"genre_scores_gemma":[0.98521775,0.0003857029,0.0090136165,0.00007608178,0.000030338719,0.000017418937,0.00012131518,0.000037547445,0.0051002735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998173,0.0000199882,0.000017716891,0.000037271075,0.00006954009,0.000038176375],"domain_scores_gemma":[0.99982387,0.00006261392,0.000021942336,0.00003535916,0.00003797328,0.000018202792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025271674,0.00027151447,0.0003491216,0.00031233876,0.00018049827,0.00024892998,0.00033285964,0.00038047004,0.0011987534],"category_scores_gemma":[0.0003600957,0.00021361241,0.00022887344,0.0001958806,0.0002423391,0.00016212571,0.00018819771,0.00028048496,0.00029846537],"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":[0.000064683656,0.000006492279,0.00008019078,0.00004642069,0.000005173283,0.000090685826,0.000033416887,0.000060455946,0.99762803,0.000083798885,0.00006360951,0.0018371483],"study_design_scores_gemma":[0.000009512147,0.00010788583,0.0005643759,0.0000024006706,0.0000069753946,0.0000719481,0.000013531017,0.00050121377,0.99802375,0.000032871172,0.00066358736,0.000001962991],"about_ca_topic_score_codex":0.00061939104,"about_ca_topic_score_gemma":0.0016740655,"teacher_disagreement_score":0.0011987534,"about_ca_system_score_codex":0.00023169766,"about_ca_system_score_gemma":0.00026794456,"threshold_uncertainty_score":0.0040102005},"labels":[],"label_agreement":null},{"id":"W1981573261","doi":"10.1149/1.2837874","title":"Voltammetric Study of the Inhibition Effect of Polyethylene Glycol and Chloride Ions on Copper Deposition","year":2008,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Chronoamperometry; PEG ratio; Ethylene glycol; Chemistry; Polyethylene glycol; Cyclic voltammetry; Substrate (aquarium); Copper; Deposition (geology); Voltammetry; Inorganic chemistry; Electrochemistry; Electrode; Organic chemistry","score_opus":0.004121015417677645,"score_gpt":0.19560496524231288,"score_spread":0.19148394982463524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981573261","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":[0.9864987,0.0027284285,0.007726257,0.00012529206,0.000078585734,0.000057836725,0.00026720896,0.00017083914,0.002346769],"genre_scores_gemma":[0.9883895,0.0012800043,0.007830552,0.00008020252,0.000019844245,0.000052183594,0.00022814996,0.000017970267,0.0021016968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996284,0.00005448689,0.00002768808,0.00006354914,0.00016701395,0.00005883964],"domain_scores_gemma":[0.99953544,0.00018541307,0.00006715287,0.000044511315,0.00012618463,0.00004126702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034075975,0.00043817505,0.00037982332,0.00020795505,0.00015605465,0.00022012857,0.0007397371,0.0004859287,0.0008582457],"category_scores_gemma":[0.0007157701,0.00021354012,0.00016511802,0.0003634208,0.0002198014,0.00018851594,0.00017575127,0.00071241346,0.00027175972],"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":[0.000100188736,0.000024526142,0.00014651522,0.000048309095,0.0000045753554,0.00004456618,0.000033853077,0.00007209404,0.9975172,0.000038069516,0.000035261273,0.0019349197],"study_design_scores_gemma":[0.0000057318016,0.00016342694,0.0010561381,0.000003424215,0.0000058729343,0.000062893945,0.00001182536,0.000834164,0.99736977,0.000012341213,0.0004706,0.000003905098],"about_ca_topic_score_codex":0.0008597043,"about_ca_topic_score_gemma":0.0007873872,"teacher_disagreement_score":0.0008597043,"about_ca_system_score_codex":0.00027500026,"about_ca_system_score_gemma":0.00022262873,"threshold_uncertainty_score":0.0028710961},"labels":[],"label_agreement":null},{"id":"W1982329739","doi":"10.1179/cmq.2006.45.3.295","title":"EFFECT OF MICROSTRUCTURE AND PHOSPHORUS CONTENT ON THE CORROSION BEHAVIOUR OF ELECTROLESS NICKEL-PHOSPHORUS COATINGS","year":2006,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Dalhousie University","funders":"","keywords":"Materials science; Microstructure; Corrosion; Metallurgy; Phosphorus; Coating; Crystallization; Cathodic protection; Thiourea; Alloy; Nickel; Anode; Chemical engineering; Composite material; Chemistry; Electrode","score_opus":0.0039353205049535885,"score_gpt":0.18018682244123838,"score_spread":0.17625150193628478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982329739","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":[0.9988035,0.00032608662,0.00042895955,0.000014062989,0.000004777587,0.000010357942,0.000050517687,0.000012999256,0.0003487672],"genre_scores_gemma":[0.99808383,0.00029473443,0.00082214945,0.00001858453,0.0000032601952,0.000011181647,0.00006919678,0.000011079109,0.0006860962],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979466,0.000032110045,0.00002055837,0.00004759826,0.00006987236,0.000035338508],"domain_scores_gemma":[0.9996401,0.000103606835,0.00008429508,0.000025581397,0.000112095695,0.0000342705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026536183,0.00024376939,0.00026374176,0.00017209437,0.00012648833,0.0002818408,0.00029181736,0.00028871183,0.00055470853],"category_scores_gemma":[0.00058445823,0.0002990077,0.00020296934,0.00013870979,0.0002052185,0.00023066808,0.00014685944,0.00030163492,0.00010136648],"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":[0.0000877416,0.0000073797637,0.00026175674,0.00003067614,0.0000052796045,0.000032592765,0.000018577208,0.00008599744,0.9989417,0.0000069658354,0.000004543584,0.00051681424],"study_design_scores_gemma":[0.000012205578,0.0004761786,0.015776856,0.0000044244057,0.000024452502,0.00008693232,0.00002644478,0.0006761537,0.9826339,0.0000068200034,0.00026945263,0.000006215413],"about_ca_topic_score_codex":0.0027354094,"about_ca_topic_score_gemma":0.005430607,"teacher_disagreement_score":0.0027354094,"about_ca_system_score_codex":0.00031776255,"about_ca_system_score_gemma":0.00017134038,"threshold_uncertainty_score":0.005439043},"labels":[],"label_agreement":null},{"id":"W1982564281","doi":"10.1021/cm071815a","title":"Study of the Electroless Deposition of Pd on Cu-Modified Graphite Electrodes by Metal Exchange Reaction","year":2008,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cyclic voltammetry; Copper; X-ray photoelectron spectroscopy; Palladium; Metal; Inorganic chemistry; Graphite; Electrode; Materials science; Chemistry; Electrochemistry; Catalysis; Analytical Chemistry (journal); Metallurgy; Chemical engineering; Physical chemistry","score_opus":0.009524344757834745,"score_gpt":0.20370112833161408,"score_spread":0.19417678357377932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982564281","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":[0.98450595,0.0029716587,0.010382109,0.00008425824,0.00005783307,0.000040013067,0.000073503885,0.00009132122,0.0017934424],"genre_scores_gemma":[0.9899805,0.0015566343,0.0069257184,0.00003386698,0.000014740798,0.00002101876,0.000070855094,0.000018159126,0.0013784631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996364,0.000085055945,0.000020119804,0.000058134694,0.00015518768,0.000045065422],"domain_scores_gemma":[0.99975604,0.00010033166,0.000044123517,0.000040477156,0.00004136483,0.00001768633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301168,0.0005186875,0.00045357316,0.00024169392,0.00019533095,0.00027575876,0.00058704923,0.00066515343,0.000477493],"category_scores_gemma":[0.0006854711,0.00029146564,0.00030745333,0.00027778826,0.0002628075,0.0003853051,0.00027243682,0.00042471554,0.00021147905],"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":[0.000048288923,0.000011335232,0.000075148826,0.00009864101,0.000007876007,0.00011657464,0.000029529801,0.00013435955,0.99639255,0.00011699563,0.000031655454,0.0029370545],"study_design_scores_gemma":[0.000009234704,0.00010719356,0.0009791681,0.0000059562626,0.000008150017,0.00019340272,0.000011945068,0.0016877053,0.9961856,0.000043769815,0.00076261983,0.0000051559205],"about_ca_topic_score_codex":0.00032250752,"about_ca_topic_score_gemma":0.00041222264,"teacher_disagreement_score":0.00066515343,"about_ca_system_score_codex":0.00020512636,"about_ca_system_score_gemma":0.00010877052,"threshold_uncertainty_score":0.0015973449},"labels":[],"label_agreement":null},{"id":"W1984793087","doi":"10.1021/cm071817v","title":"Anomalous Electrodeposition of Metallic Mn Nanostructured Films on H-Terminated Si(100) at Anodic Potential","year":2007,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":11,"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 Waterloo","funders":"","keywords":"Materials science; Annealing (glass); X-ray photoelectron spectroscopy; Metal; Amorphous solid; Manganese; Scanning electron microscope; Linear sweep voltammetry; Analytical Chemistry (journal); Cyclic voltammetry; Crystallography; Chemical engineering; Electrochemistry; Electrode; Metallurgy; Chemistry; Physical chemistry; Composite material","score_opus":0.003311715420455925,"score_gpt":0.19306104490072576,"score_spread":0.18974932948026985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984793087","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":[0.99658245,0.00037923828,0.0010857373,0.00006003071,0.000030030717,0.000012668128,0.0001940097,0.000065980465,0.0015897532],"genre_scores_gemma":[0.996157,0.00037468964,0.0022479687,0.00003908983,0.000009004579,0.000009343843,0.00018827198,0.000010570689,0.0009639787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999132,0.000005503787,0.000006532332,0.00002149141,0.000032950556,0.000020353502],"domain_scores_gemma":[0.9999186,0.000029536905,0.000012226878,0.000010491679,0.000015893293,0.000013226007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007627321,0.00023006582,0.000217113,0.00013623702,0.00010080884,0.00021943705,0.00037699693,0.00037398955,0.0009550037],"category_scores_gemma":[0.00017393628,0.00021475357,0.00013801252,0.00015923362,0.00013903766,0.00014511164,0.0001689879,0.00036763088,0.00022929368],"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":[0.000022518141,0.000004330679,0.00011965141,0.00002045911,0.0000029526864,0.00005140154,0.000012022107,0.000050650022,0.9990361,0.00002182281,0.000021696702,0.0006364537],"study_design_scores_gemma":[0.0000073544034,0.00013280813,0.0024896765,0.000004679311,0.0000050507624,0.00009063873,0.000025330055,0.0013639159,0.9953637,0.000034909768,0.00047866587,0.000003149556],"about_ca_topic_score_codex":0.0006489902,"about_ca_topic_score_gemma":0.0016135874,"teacher_disagreement_score":0.0009550037,"about_ca_system_score_codex":0.00021799168,"about_ca_system_score_gemma":0.00009190104,"threshold_uncertainty_score":0.0031948686},"labels":[],"label_agreement":null},{"id":"W1985079505","doi":"10.1007/s00170-014-6554-4","title":"The effect of coating thickness on corrosion behaviour of Zn-Cu electroplated materials","year":2014,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Electrodeposition and Electroless Coatings","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 Manitoba","funders":"","keywords":"Electroplating; Corrosion; Materials science; Coating; Metallurgy; Dielectric spectroscopy; Copper; Zinc; Electrochemistry; Composite material; Electrode; Layer (electronics); Chemistry","score_opus":0.0023998505914663475,"score_gpt":0.21529461672942604,"score_spread":0.21289476613795968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985079505","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":[0.99754024,0.00077311747,0.0006554677,0.000026684826,0.000041248088,0.000009828067,0.00016371165,0.000033062006,0.0007566983],"genre_scores_gemma":[0.9976761,0.00038786457,0.00077793834,0.00001733714,0.000008369616,0.0000059544495,0.00015989988,0.000020787036,0.0009458913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996451,0.000050078314,0.00004166393,0.00005390736,0.00012654014,0.00008266886],"domain_scores_gemma":[0.9991947,0.00026156474,0.0001428223,0.000089358866,0.0002609762,0.000050576193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029697604,0.00031763111,0.00026208884,0.00021447487,0.00014208799,0.0003265407,0.0003584322,0.00034609833,0.0011038865],"category_scores_gemma":[0.0010752964,0.00036348248,0.00026068132,0.0002692434,0.00021409687,0.00029901537,0.0001498657,0.00045309713,0.00021380335],"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":[0.00050343905,0.000020174602,0.0005006938,0.00009325128,0.000014205751,0.00008082395,0.00005097478,0.0002727325,0.9967349,0.000020499949,0.00005317323,0.0016550637],"study_design_scores_gemma":[0.000005299583,0.00024063332,0.0039538997,0.000005287407,0.000020733733,0.000043131167,0.000028519056,0.00072733127,0.99463683,0.000004898589,0.0003283749,0.0000049462556],"about_ca_topic_score_codex":0.0017694623,"about_ca_topic_score_gemma":0.0030017518,"teacher_disagreement_score":0.0017694623,"about_ca_system_score_codex":0.0002458125,"about_ca_system_score_gemma":0.0001698609,"threshold_uncertainty_score":0.0036928654},"labels":[],"label_agreement":null},{"id":"W1986160660","doi":"10.1179/1879139513y.0000000063","title":"Electrodeposition of cobalt–tungsten alloys from alkaline citrate containing bath as alternative for chromium hexavalent replacement","year":2013,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Electrodeposition and Electroless Coatings","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 Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Cobalt; Tungsten; Metallurgy; Materials science; Corrosion; Chromium; Alloy; Hexavalent chromium; Nuclear chemistry; Dissolution; Chemistry","score_opus":0.0060926281057515136,"score_gpt":0.20049635400519472,"score_spread":0.1944037258994432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986160660","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":[0.98394704,0.006104931,0.0069164736,0.00013350928,0.000101069265,0.000053166026,0.00010310426,0.00008909044,0.0025516942],"genre_scores_gemma":[0.98286474,0.0033358121,0.009062867,0.000041238534,0.00001410429,0.000022843296,0.00011882017,0.000031851963,0.004507916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979025,0.000017697228,0.00001600584,0.000037917976,0.00010956633,0.000028634357],"domain_scores_gemma":[0.99988115,0.000023318971,0.0000237125,0.000012154782,0.000048108133,0.000011480009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237043,0.00026434546,0.0004430685,0.00030570428,0.00015986466,0.0004635482,0.00036492755,0.00039432538,0.00059508876],"category_scores_gemma":[0.0002815674,0.00021652217,0.00028495936,0.0002724303,0.00014791165,0.00023461762,0.00020516002,0.00030561048,0.00027322758],"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":[0.000038907456,0.000006527954,0.00009455103,0.000099907425,0.000004431004,0.00009971106,0.000018114282,0.000056201356,0.9972344,0.000040623796,0.000021331956,0.0022854297],"study_design_scores_gemma":[0.0000031550271,0.00011404901,0.00062716554,0.0000055252394,0.0000103709535,0.00011102239,0.000024004436,0.0004314772,0.9976853,0.00001345396,0.0009710243,0.0000033377003],"about_ca_topic_score_codex":0.0010809639,"about_ca_topic_score_gemma":0.0028856504,"teacher_disagreement_score":0.0010809639,"about_ca_system_score_codex":0.00016104043,"about_ca_system_score_gemma":0.0001886159,"threshold_uncertainty_score":0.002149403},"labels":[],"label_agreement":null},{"id":"W1989893163","doi":"10.1016/j.tsf.2006.01.026","title":"The nucleation of Ni on carbon microelectrodes and its electrocatalytic activity in hydrogen evolution","year":2006,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Nucleation; Microelectrode; Nickel; Gibbs free energy; Diffusion; Hydrogen; Chemistry; Electrocatalyst; Carbon fibers; Activation energy; Electrode; Inorganic chemistry; Chemical engineering; Thermodynamics; Materials science; Physical chemistry; Electrochemistry; Organic chemistry","score_opus":0.00349705384009278,"score_gpt":0.1923649496824559,"score_spread":0.18886789584236313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989893163","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":[0.9725231,0.010195808,0.0079206,0.0003719171,0.00018388202,0.000046091533,0.00032509162,0.00015950705,0.008274016],"genre_scores_gemma":[0.99309534,0.0012748238,0.0020224643,0.000025368825,0.000033542685,0.000014957661,0.00017868962,0.000017594622,0.0033372159],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996779,0.000038555678,0.000022454971,0.000083136074,0.00013917706,0.00003882403],"domain_scores_gemma":[0.9996873,0.0001633943,0.000023386736,0.00004076802,0.00006198325,0.000023168652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970712,0.00024208115,0.00025956726,0.00043721436,0.00035322117,0.00057156594,0.00087105477,0.0007022032,0.00094148866],"category_scores_gemma":[0.0009847371,0.00030821198,0.00017347466,0.0002587753,0.00044348533,0.0005637444,0.0002217574,0.00070569536,0.0002499388],"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":[0.00021285735,0.000052766092,0.00040507046,0.00015340769,0.000016736922,0.00013306661,0.0000920457,0.000305759,0.98690957,0.0012269787,0.00021291783,0.010278959],"study_design_scores_gemma":[0.0000027626122,0.000028354374,0.00089665543,0.0000020950147,0.000004101147,0.000060460094,0.000015876403,0.0013829216,0.9967673,0.00007940147,0.0007570363,0.0000029970915],"about_ca_topic_score_codex":0.0027416146,"about_ca_topic_score_gemma":0.0038838251,"teacher_disagreement_score":0.0027416146,"about_ca_system_score_codex":0.0008095576,"about_ca_system_score_gemma":0.00017983258,"threshold_uncertainty_score":0.0058737397},"labels":[],"label_agreement":null},{"id":"W1990025596","doi":"10.1016/j.surfcoat.2012.11.059","title":"Fabrication of Ni–Co–SiC composite coatings by pulse electrodeposition — Effects of duty cycle and pulse frequency","year":2012,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":139,"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":"Canada Research Chairs","keywords":"Materials science; Duty cycle; Acicular; Coating; Composite number; Fabrication; Metallurgy; Composite material; Pulse (music); Corrosion; Carbon fibers; Microstructure; Voltage; Electrical engineering","score_opus":0.002375445775482674,"score_gpt":0.19961756528252067,"score_spread":0.197242119507038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990025596","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":[0.9537654,0.0031200876,0.034025326,0.00024067643,0.00032076926,0.00015288174,0.00031852475,0.00046743572,0.0075888336],"genre_scores_gemma":[0.9632762,0.00088601233,0.031731367,0.000050621366,0.00003207824,0.000043069853,0.00022951349,0.00006890213,0.00368213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996542,0.000016184436,0.000026528036,0.000074022624,0.00018965107,0.000039395203],"domain_scores_gemma":[0.9996705,0.00005816496,0.00005312977,0.00006275927,0.0001201639,0.000035266014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030950585,0.00032576054,0.00047080152,0.0004097139,0.00038378447,0.00038981708,0.0004770424,0.00043049696,0.000850937],"category_scores_gemma":[0.00073106016,0.00036744555,0.00024090892,0.000416401,0.00021134301,0.00034588063,0.00025539816,0.0006349443,0.00026983704],"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":[0.000045470046,0.000011949518,0.000055653396,0.00005343582,0.000004624315,0.000026798816,0.000023715098,0.00008466203,0.9967288,0.0000551564,0.00006959946,0.002840102],"study_design_scores_gemma":[0.0000026021198,0.00002333007,0.0005029791,0.0000011935913,0.0000030739222,0.000035066165,0.0000043322143,0.0006323867,0.9981652,0.0000060535094,0.0006218244,0.000002046112],"about_ca_topic_score_codex":0.0014219534,"about_ca_topic_score_gemma":0.0044449577,"teacher_disagreement_score":0.0014219534,"about_ca_system_score_codex":0.00040680284,"about_ca_system_score_gemma":0.0003995388,"threshold_uncertainty_score":0.0029515624},"labels":[],"label_agreement":null},{"id":"W1990338007","doi":"10.1179/026708301773002950","title":"Effect of heat treatment on age hardening behaviour of electroless nickel–phosphorus coatings","year":2001,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":27,"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 Saskatchewan","funders":"","keywords":"Materials science; Nickel; Coating; Metallurgy; Differential scanning calorimetry; Phosphorus; Hardening (computing); Alloy; Precipitation; Precipitation hardening; Chemical engineering; Layer (electronics); Composite material","score_opus":0.004009791179083321,"score_gpt":0.22094312783401718,"score_spread":0.21693333665493386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990338007","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":[0.9975253,0.00107162,0.0004889962,0.000019464593,0.000029441377,0.000016373253,0.0000992954,0.000030067986,0.00071937963],"genre_scores_gemma":[0.9977464,0.00049889286,0.00068666233,0.000015969053,0.0000072917737,0.00001276494,0.0000860257,0.000021135334,0.0009248736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997683,0.000021743046,0.000026788206,0.00004850153,0.00008873705,0.00004588259],"domain_scores_gemma":[0.99964094,0.00012061143,0.00006370716,0.00004316665,0.00010289618,0.000028697601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019436357,0.00035936487,0.00029807864,0.00028239487,0.00017701989,0.00029397706,0.00025072906,0.00036881637,0.0014161222],"category_scores_gemma":[0.00068729155,0.0002740708,0.0002446556,0.0003208683,0.00020778381,0.0003541555,0.00017217462,0.00042257272,0.00019978208],"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":[0.00024392623,0.000021142263,0.0004866005,0.00013419533,0.0000163581,0.000083193,0.00007830315,0.00018853907,0.9957338,0.000026695045,0.00003481169,0.002952444],"study_design_scores_gemma":[0.0000070582023,0.0002019124,0.0065430505,0.0000054058414,0.000016789189,0.00004259317,0.00003277116,0.00046593026,0.992137,0.0000075661237,0.0005326518,0.000007113493],"about_ca_topic_score_codex":0.0011447143,"about_ca_topic_score_gemma":0.0018019112,"teacher_disagreement_score":0.0014161222,"about_ca_system_score_codex":0.00023567538,"about_ca_system_score_gemma":0.00012142941,"threshold_uncertainty_score":0.004737377},"labels":[],"label_agreement":null},{"id":"W1990350286","doi":"10.5539/apr.v1n1p2","title":"The Effect of DC Plating Parameters on the Composition and Morphology of Silver-copper Alloy","year":2009,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"All India Council for Technical Education","keywords":"Materials science; Alloy; Copper; Plating (geology); Morphology (biology); Composition (language); Metallurgy; Copper plating; Composite material; Electroplating; Physics; Layer (electronics)","score_opus":0.01712014253895605,"score_gpt":0.2800493864754409,"score_spread":0.26292924393648487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990350286","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":[0.9916401,0.0024634332,0.0022030885,0.00008402562,0.00005139313,0.00004783911,0.00017471088,0.000090744594,0.0032446322],"genre_scores_gemma":[0.9955279,0.001069464,0.002120997,0.000038042363,0.000013104804,0.000020549283,0.00013300763,0.00007121585,0.0010057576],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960583,0.000042809254,0.000056231627,0.000079814614,0.0001548921,0.000060417315],"domain_scores_gemma":[0.99925846,0.00020778539,0.00013266216,0.00007180248,0.0002581449,0.000071145325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026772698,0.0005151697,0.00046045752,0.00043968236,0.00029465245,0.00065869745,0.00038315624,0.00034828385,0.0015060933],"category_scores_gemma":[0.0013723687,0.00037814444,0.00018407237,0.00048742414,0.0002007927,0.00040420395,0.00027631776,0.0003960574,0.00056546077],"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":[0.00024507495,0.00003696932,0.0011607446,0.00018613743,0.0000198241,0.00012634641,0.00006189436,0.00032074918,0.9932208,0.000040201063,0.000087968794,0.004493349],"study_design_scores_gemma":[0.000010081786,0.00020820802,0.003277359,0.000011211405,0.000038938033,0.0001442644,0.00006550169,0.00047383475,0.9947379,0.00001377725,0.0010107153,0.000008229031],"about_ca_topic_score_codex":0.0013042272,"about_ca_topic_score_gemma":0.0025899864,"teacher_disagreement_score":0.0015060933,"about_ca_system_score_codex":0.00036035737,"about_ca_system_score_gemma":0.000242002,"threshold_uncertainty_score":0.0050383806},"labels":[],"label_agreement":null},{"id":"W1990676020","doi":"10.4028/www.scientific.net/kem.510-511.32","title":"High Temperature Oxidation Behaviour of Nickel Based Nanostructured Composite Coatings","year":2012,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 Calgary","funders":"","keywords":"Materials science; Nickel; Composite number; Metallurgy; Oxide; Corrosion; Combustion; Conversion coating; Deposition (geology); Thermal spraying; Hardfacing; Chemical engineering; Composite material; Coating; Microstructure","score_opus":0.0031158408589147296,"score_gpt":0.17539373047923815,"score_spread":0.17227788962032342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990676020","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":[0.99867827,0.00027969942,0.00034396362,0.0000089275,0.0000085829215,0.0000049212895,0.00006677814,0.0000132519335,0.0005956079],"genre_scores_gemma":[0.9982936,0.00014980328,0.0005519783,0.000007838112,0.0000021130504,0.0000048197144,0.000087276625,0.0000064443566,0.00089611503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981195,0.000009980649,0.000010980192,0.00003218922,0.00010388666,0.000031055803],"domain_scores_gemma":[0.9998455,0.00003185759,0.000029585037,0.000012024415,0.00006325394,0.000017713639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011162594,0.00020795924,0.00022592478,0.00024822797,0.00013470526,0.00019869297,0.00016825729,0.00027828317,0.0006960784],"category_scores_gemma":[0.0002426177,0.00018013481,0.00022907996,0.0001808961,0.00016327342,0.00013637428,0.00012999946,0.00024945172,0.00015307558],"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":[0.00004768975,0.0000061160526,0.000260428,0.000022895154,0.000004246182,0.000036823225,0.000024425164,0.00015218036,0.99904996,0.000007362194,0.000012481318,0.0003753752],"study_design_scores_gemma":[0.000004127069,0.0001767124,0.008057405,0.0000038050634,0.000010070099,0.00008072872,0.00004387433,0.0015194473,0.98976594,0.000008549301,0.00032295554,0.0000064315577],"about_ca_topic_score_codex":0.0015466087,"about_ca_topic_score_gemma":0.0025680438,"teacher_disagreement_score":0.0015466087,"about_ca_system_score_codex":0.00024397911,"about_ca_system_score_gemma":0.000086495114,"threshold_uncertainty_score":0.003075242},"labels":[],"label_agreement":null},{"id":"W1993301563","doi":"10.1023/b:jach.0000021895.52321.35","title":"Effect of Heat-Treatment on the Mechanism and Kinetics of the Hydrogen Evolution Reaction on Ni—P + TiO2 + Ti Electrodes","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Intermetallic; Amorphous solid; Crystallization; Electrochemistry; Dielectric spectroscopy; Oxide; Titanium; Polarization (electrochemistry); Electrolyte; Alloy; Electrode; Chemical engineering; Hydrogen; Inorganic chemistry; Metallurgy; Chemistry; Physical chemistry; Crystallography","score_opus":0.0022345680338065267,"score_gpt":0.17975261956346006,"score_spread":0.17751805152965353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993301563","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":[0.99684227,0.0010188017,0.0008558365,0.00007411526,0.000064314445,0.000015759611,0.00009556897,0.000046247067,0.0009870981],"genre_scores_gemma":[0.9987116,0.00024077794,0.00026585077,0.000018714689,0.00001165612,0.000007434448,0.00006492736,0.000010601395,0.00066854834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998233,0.000035354853,0.000016964495,0.000032715954,0.000035362176,0.000056361718],"domain_scores_gemma":[0.9994431,0.00036224016,0.000047102676,0.000060087677,0.00006102158,0.000026527949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035231095,0.00029294353,0.00032275572,0.00015342131,0.00024819697,0.00043001605,0.0004534441,0.00051140535,0.0034884796],"category_scores_gemma":[0.0010382363,0.00030509752,0.00030738945,0.00016204102,0.00046198358,0.0006668771,0.00014717963,0.0005291034,0.00036655358],"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":[0.0034228582,0.00009048832,0.00080459384,0.0002688103,0.000050759012,0.00018850737,0.0001631778,0.00087378826,0.98601556,0.00035550402,0.00020333969,0.007562642],"study_design_scores_gemma":[0.000030396217,0.00024004478,0.002570764,0.000005411159,0.000024743527,0.00006372484,0.000031771862,0.0014109507,0.9949757,0.00004274556,0.00059326895,0.0000105096315],"about_ca_topic_score_codex":0.0015378725,"about_ca_topic_score_gemma":0.0016652017,"teacher_disagreement_score":0.0034884796,"about_ca_system_score_codex":0.00043667623,"about_ca_system_score_gemma":0.00022726125,"threshold_uncertainty_score":0.011670113},"labels":[],"label_agreement":null},{"id":"W1993496052","doi":"10.1016/j.electacta.2007.10.023","title":"Effect of low concentrations of Pb2+ on Sn electrodeposition in methyl sulphonic acid solutions","year":2007,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":9,"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; China Scholarship Council","keywords":"Chemistry; Inorganic chemistry; Nuclear chemistry","score_opus":0.0032478174920957652,"score_gpt":0.21750570400273736,"score_spread":0.2142578865106416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993496052","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":[0.9943246,0.0013836494,0.0013564188,0.00016587545,0.000115798844,0.000029293169,0.00017521392,0.00008130523,0.0023676588],"genre_scores_gemma":[0.9951609,0.0006961604,0.0018411916,0.00006311995,0.00004289601,0.00001572067,0.00016064855,0.000020337231,0.0019990767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993068,0.00019589596,0.000091171176,0.00011731265,0.00016923013,0.0001195425],"domain_scores_gemma":[0.99909365,0.00047508016,0.00008687306,0.00008877726,0.0001889275,0.00006678681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057730987,0.0005582418,0.0005336473,0.0002269254,0.00032468804,0.0005288951,0.0006446184,0.0009023701,0.0021494217],"category_scores_gemma":[0.0012824526,0.00044748644,0.00026834823,0.00028001494,0.00044439352,0.00039409913,0.0002880899,0.0005805641,0.0005218337],"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":[0.0022732294,0.000057920122,0.00025584723,0.0002288711,0.00003628201,0.0001894712,0.00011779668,0.0003365843,0.99299544,0.000083247236,0.00013038692,0.0032948782],"study_design_scores_gemma":[0.000019067582,0.00027674,0.0004909822,0.000005459386,0.000013948464,0.00004490278,0.00003214702,0.00041598702,0.99822336,0.000013224516,0.00046028596,0.0000039386437],"about_ca_topic_score_codex":0.0027315267,"about_ca_topic_score_gemma":0.00378697,"teacher_disagreement_score":0.0027315267,"about_ca_system_score_codex":0.0003942936,"about_ca_system_score_gemma":0.00042139975,"threshold_uncertainty_score":0.007190585},"labels":[],"label_agreement":null},{"id":"W1993514515","doi":"10.1016/j.ijhydene.2014.06.168","title":"Hydrogen solubility in PdCuAg ternary alloy films prepared by electrodeposition","year":2014,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alloy; Solubility; Ternary operation; Materials science; Hydrogen; Hydrogen storage; Ternary alloy; Chemical engineering; Inorganic chemistry; Chemistry; Metallurgy; Physical chemistry; Organic chemistry; Computer science","score_opus":0.0029254251038071883,"score_gpt":0.1997372236649711,"score_spread":0.1968117985611639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993514515","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":[0.996051,0.0010301834,0.0008961141,0.000058744023,0.00002242595,0.00000585143,0.000107832275,0.00003194451,0.00179593],"genre_scores_gemma":[0.9977629,0.000313911,0.00055605563,0.000011183212,0.0000054334373,0.0000037387904,0.00009647747,0.0000132479845,0.001237038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998921,0.000011953548,0.000007678008,0.000024500881,0.00003621994,0.00002749973],"domain_scores_gemma":[0.99993396,0.000017946297,0.000010487628,0.000005435755,0.000025969734,0.0000061522605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010025847,0.00017524508,0.0002159725,0.00021301568,0.0002544677,0.00035664224,0.00023102004,0.0002708164,0.0009007835],"category_scores_gemma":[0.0002068094,0.00018361589,0.000077415236,0.0002271395,0.00016506182,0.00034203607,0.00015767573,0.00030622352,0.00019355022],"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":[0.00009205471,0.0000053327117,0.0000930678,0.000031315794,0.0000029787602,0.00003876182,0.000030298255,0.000044722994,0.9984977,0.00007933198,0.000039691964,0.0010447258],"study_design_scores_gemma":[0.000001915397,0.000018450968,0.00025781343,0.0000012774051,0.0000021996436,0.0000116407655,0.000015028454,0.00028226993,0.99907625,0.000008538882,0.00032377968,9.586109e-7],"about_ca_topic_score_codex":0.0015202789,"about_ca_topic_score_gemma":0.00238867,"teacher_disagreement_score":0.0015202789,"about_ca_system_score_codex":0.00031358446,"about_ca_system_score_gemma":0.00012816097,"threshold_uncertainty_score":0.0030228496},"labels":[],"label_agreement":null},{"id":"W1996486225","doi":"10.1016/j.hydromet.2011.09.008","title":"An investigation of the influence of selenium on copper deposition during electrorefining using electrochemical noise analysis","year":2011,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Selenium; Copper; Electrolyte; Sulfuric acid; Thiourea; Electrochemistry; Cyclic voltammetry; Inorganic chemistry; Scanning electron microscope; Electrochemical noise; Electrowinning; Supporting electrolyte; Electrode; Materials science","score_opus":0.008671766831908963,"score_gpt":0.19619036106886167,"score_spread":0.18751859423695272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996486225","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":[0.98980963,0.00088059495,0.0083734095,0.000042729313,0.000027772694,0.000013709137,0.000037556532,0.000058551723,0.0007559718],"genre_scores_gemma":[0.9953257,0.000378061,0.003057726,0.000020034207,0.000009143499,0.00000782081,0.000049405295,0.000017935457,0.0011342437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996513,0.00006846908,0.00001874774,0.00006477888,0.00015308488,0.00004359604],"domain_scores_gemma":[0.99947304,0.00028775114,0.000056722,0.00004160292,0.00012601764,0.000014852721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038364422,0.0002945064,0.00035931024,0.00019982818,0.00022310112,0.00033314154,0.00042471476,0.00042043655,0.00047090993],"category_scores_gemma":[0.0009909336,0.00021253183,0.00020983766,0.00021709436,0.0003207808,0.00029450975,0.00019885141,0.00023915796,0.00012959808],"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":[0.00021357987,0.000010917933,0.00059031585,0.00006599721,0.000010058531,0.000157927,0.00009490428,0.000230037,0.9936254,0.00006008782,0.000029002364,0.004911726],"study_design_scores_gemma":[0.000003872584,0.00015364827,0.0025237792,0.000003808809,0.000012149786,0.00010871899,0.00003882633,0.0021084733,0.99457717,0.000013210648,0.00045186342,0.0000044803087],"about_ca_topic_score_codex":0.0010483874,"about_ca_topic_score_gemma":0.0017842939,"teacher_disagreement_score":0.0010483874,"about_ca_system_score_codex":0.00026174323,"about_ca_system_score_gemma":0.00016245517,"threshold_uncertainty_score":0.0020845532},"labels":[],"label_agreement":null},{"id":"W1996637559","doi":"10.1149/1.2835204","title":"Electrodeposition of Ni∕LaCrO[sub 3] Composite Coatings for Solid Oxide Fuel Cell Stainless Steel Interconnect Applications","year":2008,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":36,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Electroplating; Chromia; Composite number; Volume fraction; Oxide; Plating (geology); Solid oxide fuel cell; Particle (ecology); Coating; Layer (electronics); Metallurgy; Nickel; Electrical conductor; Composite material; Chemical engineering; Electrode; Electrolyte","score_opus":0.005379378859226464,"score_gpt":0.2087608765860624,"score_spread":0.20338149772683595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996637559","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":[0.985524,0.0014176845,0.0101061,0.000042589043,0.000058815884,0.000031207313,0.00005116435,0.00017731344,0.00259106],"genre_scores_gemma":[0.96852714,0.0008276105,0.02796612,0.000022322756,0.000015731128,0.000019035993,0.000088144516,0.000054265536,0.0024797258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984384,0.000013427288,0.000009397047,0.000035134988,0.00007938205,0.000018724546],"domain_scores_gemma":[0.99985945,0.00002306518,0.000035035453,0.000015021227,0.00005060472,0.000016773316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015929162,0.0003069124,0.0002543457,0.00022898542,0.00018567046,0.00029421313,0.00038188157,0.0003302714,0.00040168737],"category_scores_gemma":[0.00034461328,0.0002588681,0.00013784351,0.00019198937,0.00011671004,0.00022312025,0.00014688438,0.00020373425,0.00027444106],"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":[0.00002006854,0.000004975751,0.000048811522,0.000026617929,0.0000017113642,0.000026032363,0.000009638932,0.00012551944,0.99812645,0.0000279505,0.00002214259,0.0015600937],"study_design_scores_gemma":[0.0000023727084,0.00004776569,0.0004772801,0.0000015933607,0.000004239106,0.00004516029,0.000005455296,0.0010674736,0.9977658,0.0000058442843,0.0005748152,0.0000021883818],"about_ca_topic_score_codex":0.0007841259,"about_ca_topic_score_gemma":0.0031035228,"teacher_disagreement_score":0.0007841259,"about_ca_system_score_codex":0.00032191494,"about_ca_system_score_gemma":0.00026286763,"threshold_uncertainty_score":0.002335608},"labels":[],"label_agreement":null},{"id":"W1998478730","doi":"10.4028/www.scientific.net/amr.627.633","title":"Research Progress in Wear-Resistant Nanocomposite Coatings by Electroless Nickel","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Tianjin Science and Technology Committee; Pratt and Whitney Canada","keywords":"Materials science; Nanocomposite; Composite number; Tribology; Electroless deposition; Nickel; Nanoparticle; Composite material; Electroless plating; Diamond; Metallurgy; Nanotechnology; Electroplating; Copper","score_opus":0.021120745121120065,"score_gpt":0.34234961190790825,"score_spread":0.3212288667867882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998478730","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":[0.7867899,0.16886654,0.022421325,0.0010482459,0.00038700586,0.000046992296,0.00008685098,0.00014226936,0.02021088],"genre_scores_gemma":[0.8793643,0.08773549,0.016472833,0.00018700339,0.00022294417,0.000025071342,0.00016940974,0.000057265646,0.015765702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999673,0.000035825462,0.000034103487,0.00009274064,0.00013369779,0.00003064098],"domain_scores_gemma":[0.9996352,0.00007281417,0.000042335043,0.000038539143,0.0001842036,0.000026882291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054897374,0.00026048403,0.00026159704,0.00044925848,0.00016441371,0.00053052267,0.00039640133,0.00041051948,0.00060708454],"category_scores_gemma":[0.0005560194,0.00016418984,0.00026138913,0.0004155524,0.00022553866,0.00083787524,0.00024426775,0.0004023013,0.00023288725],"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":[0.00012540215,0.00011064441,0.00074392284,0.00086376676,0.000025213718,0.00023076643,0.0002525026,0.0004517524,0.9244036,0.0021582146,0.00035453765,0.07027971],"study_design_scores_gemma":[0.000016101334,0.0004445323,0.0030461978,0.000060359544,0.000059652808,0.0007097941,0.00010716115,0.0019666841,0.95865554,0.0002596464,0.0346562,0.000018125727],"about_ca_topic_score_codex":0.0007370116,"about_ca_topic_score_gemma":0.00074023363,"teacher_disagreement_score":0.0007370116,"about_ca_system_score_codex":0.00026178718,"about_ca_system_score_gemma":0.00034930438,"threshold_uncertainty_score":0.0029032826},"labels":[],"label_agreement":null},{"id":"W1999365719","doi":"10.1023/b:jmsc.0000013934.85378.40","title":"A study on the corrosion behavior of nanostructured electrodeposited cobalt","year":2004,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":53,"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; Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cobalt; Corrosion; Solid mechanics; Metallurgy; Nanotechnology; Composite material","score_opus":0.00901130403818593,"score_gpt":0.2353713824836574,"score_spread":0.22636007844547149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999365719","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":[0.99431497,0.0021658605,0.0015992497,0.00006538598,0.000055419852,0.00002233732,0.00012397315,0.000025755891,0.0016269379],"genre_scores_gemma":[0.99427783,0.00090976123,0.001209301,0.000037777918,0.000018448854,0.0000098951805,0.00021363473,0.000022900882,0.0033003872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997888,0.000016016156,0.00000904101,0.000053252432,0.00009486232,0.00003803429],"domain_scores_gemma":[0.99975055,0.000054804055,0.000028581577,0.000034570487,0.0001134218,0.000017995686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014722258,0.00021088708,0.00041135587,0.00012536907,0.00021505848,0.00025927564,0.0004316595,0.0004297448,0.0007623113],"category_scores_gemma":[0.00040608097,0.00014362,0.00021693711,0.0002154215,0.00020417472,0.00025089624,0.00011986859,0.0004082184,0.00021499369],"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":[0.00009523505,0.000020968642,0.00015198052,0.000087495,0.000006261665,0.00006516049,0.000035195393,0.000043815453,0.99802643,0.000032167514,0.000050201907,0.0013850904],"study_design_scores_gemma":[0.00000621177,0.00018698134,0.0014333923,0.0000034285092,0.000012342593,0.00010055882,0.000031246225,0.00059014064,0.99657226,0.000008286819,0.0010518573,0.0000033198796],"about_ca_topic_score_codex":0.001961839,"about_ca_topic_score_gemma":0.0025176075,"teacher_disagreement_score":0.001961839,"about_ca_system_score_codex":0.0003494977,"about_ca_system_score_gemma":0.00017580071,"threshold_uncertainty_score":0.003900826},"labels":[],"label_agreement":null},{"id":"W1999682910","doi":"10.1007/s11663-001-0074-y","title":"Effect of thiourea on the copper cathode polarization behavior in acidic copper sulfate at 65 °C","year":2001,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Electrodeposition and Electroless Coatings","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":"Université Laval","funders":"","keywords":"Copper; Cathode; Overpotential; Electrolyte; Thiourea; Inorganic chemistry; Polarization (electrochemistry); Chemistry; Current density; Electrowinning; Sulfate; Transition metal; Electrochemistry; Electrode; Catalysis; Physical chemistry; Organic chemistry","score_opus":0.006995196197746377,"score_gpt":0.21618920353905768,"score_spread":0.2091940073413113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999682910","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":[0.99773586,0.00069858105,0.00043625294,0.00004262774,0.000034900848,0.000007816405,0.00008105981,0.000032406933,0.00093064085],"genre_scores_gemma":[0.9984604,0.00037518356,0.00031638207,0.000024782066,0.000016097558,0.0000042276797,0.00008813809,0.000008591318,0.0007061802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975306,0.000049106115,0.000019783454,0.00003465812,0.00006586999,0.00007749628],"domain_scores_gemma":[0.9996165,0.00013233107,0.00005969915,0.000034559656,0.00010301856,0.00005382563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026932452,0.0003874475,0.00025975244,0.00017000672,0.00026244842,0.0003106475,0.00041430804,0.00037488778,0.0013934805],"category_scores_gemma":[0.0005838873,0.00021541803,0.00022169459,0.00024373707,0.0002857445,0.00027956654,0.00012622494,0.00046800118,0.00023098724],"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":[0.001489667,0.00010047795,0.00046488698,0.00012720647,0.000029497503,0.00019268239,0.00014408733,0.00026233433,0.99352455,0.00008037109,0.00012559134,0.0034586138],"study_design_scores_gemma":[0.000012161932,0.00042942713,0.0017124148,0.000005209932,0.000017260701,0.000041096504,0.000040381146,0.00051374553,0.99688256,0.000008158348,0.0003319473,0.000005667973],"about_ca_topic_score_codex":0.0037780523,"about_ca_topic_score_gemma":0.0042229905,"teacher_disagreement_score":0.0037780523,"about_ca_system_score_codex":0.00023069626,"about_ca_system_score_gemma":0.00026524192,"threshold_uncertainty_score":0.0075120926},"labels":[],"label_agreement":null},{"id":"W2002260888","doi":"10.1149/2.0331410jes","title":"Development of Hybrid Electro-Electroless Deposit (HEED) Coatings and Applications","year":2014,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"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 Windsor","funders":"","keywords":"Electroplating; Electroless deposition; Electrolyte; Materials science; Electroless plating; Deposition (geology); Layer (electronics); Plating (geology); Metallurgy; Alloy; Metal; Nanotechnology; Chemical engineering; Electrode; Chemistry; Engineering","score_opus":0.003156874458201088,"score_gpt":0.18605597737313667,"score_spread":0.18289910291493558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002260888","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":[0.8267593,0.010688768,0.14603342,0.00042507512,0.00038570235,0.00017383385,0.0002305867,0.00065777183,0.014645595],"genre_scores_gemma":[0.9052643,0.0021537968,0.08500714,0.000104937186,0.000037332,0.000036027297,0.00010540498,0.0000333171,0.0072578285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997892,0.0000108188615,0.000013103676,0.000044162913,0.00011969856,0.00002310499],"domain_scores_gemma":[0.99992025,0.000013343448,0.00001673372,0.000014753519,0.000023795232,0.000011150963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017501997,0.00027833172,0.00025767332,0.00027046396,0.000114336195,0.0005493873,0.000578549,0.0005555747,0.0006680427],"category_scores_gemma":[0.00022884333,0.00024755957,0.00020594455,0.00021482956,0.00018735137,0.0004788045,0.00051930116,0.0003736932,0.00024670167],"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":[0.000018605402,0.000014822264,0.000105787156,0.00007915593,0.000009360221,0.000061986975,0.000015610289,0.000310811,0.9896578,0.0005456893,0.000091021844,0.009089225],"study_design_scores_gemma":[0.000008659322,0.00009549116,0.0005779494,0.00000496663,0.000009800093,0.00022540342,0.000012198681,0.0039265403,0.9901078,0.0000896045,0.004935211,0.000006411539],"about_ca_topic_score_codex":0.00019188065,"about_ca_topic_score_gemma":0.00056936144,"teacher_disagreement_score":0.0006680427,"about_ca_system_score_codex":0.00025925116,"about_ca_system_score_gemma":0.00009532679,"threshold_uncertainty_score":0.0022348166},"labels":[],"label_agreement":null},{"id":"W2003248754","doi":"10.1016/j.hydromet.2011.09.007","title":"Characterizing industrially electrowon sticky zinc deposits","year":2011,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Zinc; Microstructure; Impurity; Crystal (programming language); Indentation hardness; Deposition (geology); Mineralogy; Scanning electron microscope; Cathode; Metallurgy; Crystallography; Composite material; Materials science; Geology","score_opus":0.019119477253887893,"score_gpt":0.18850086588307616,"score_spread":0.16938138862918828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003248754","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":[0.99544,0.0002551324,0.0028138922,0.000023791787,0.000009709603,0.000023601506,0.00008827438,0.00004133977,0.0013041102],"genre_scores_gemma":[0.99509335,0.0002082405,0.0026375016,0.000015053476,0.0000036289775,0.0000104055125,0.00006425993,0.00002072984,0.0019467758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997367,0.000011926209,0.000008988382,0.00005133693,0.00015569988,0.000035468707],"domain_scores_gemma":[0.9998579,0.00003002249,0.00004068859,0.000021703123,0.00003837753,0.0000112984135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014609071,0.00019606708,0.00020930634,0.0003039055,0.00025302026,0.00048095672,0.00032304635,0.00039898138,0.00069351983],"category_scores_gemma":[0.0004145192,0.00017749837,0.00010627543,0.0002282456,0.00027398588,0.00022046,0.00029810963,0.00032643764,0.00018622576],"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":[0.000032139338,0.000008632171,0.00045054362,0.000023209686,0.00000280353,0.00004411264,0.000025771542,0.000102414735,0.9976478,0.00004211096,0.0000180885,0.0016023178],"study_design_scores_gemma":[0.0000047326293,0.000041958072,0.0033761978,0.0000019382483,0.000003661364,0.000044605946,0.000029911595,0.00073151826,0.99531955,0.000020696603,0.00042373003,0.0000014725881],"about_ca_topic_score_codex":0.0009795093,"about_ca_topic_score_gemma":0.003103778,"teacher_disagreement_score":0.0009795093,"about_ca_system_score_codex":0.00037910347,"about_ca_system_score_gemma":0.00018461251,"threshold_uncertainty_score":0.0027505755},"labels":[],"label_agreement":null},{"id":"W2003645384","doi":"10.1007/s10853-012-6322-5","title":"Nanocrystalline nickel dispersed with nano-size WO3 particles synthesized by electrodeposition","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"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":"Japan Society for the Promotion of Science; University of Toronto","keywords":"Nanocrystalline material; Materials science; Grain size; Particle size; Nickel; Nanoparticle; Transmission electron microscopy; Metallurgy; Tetragonal crystal system; Chemical engineering; Composite material; Crystallography; Nanotechnology; Crystal structure","score_opus":0.0036408122717721692,"score_gpt":0.19224124072864293,"score_spread":0.18860042845687075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003645384","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":[0.9826868,0.0012037625,0.009376075,0.000092565584,0.00011640082,0.000055588604,0.0002541584,0.00022229207,0.0059922724],"genre_scores_gemma":[0.9917891,0.00024903152,0.005077073,0.000024288565,0.000010217245,0.00001854906,0.0001285082,0.000042810236,0.0026604014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998135,0.000007777733,0.000017159768,0.00005608915,0.00007323438,0.000032301017],"domain_scores_gemma":[0.9999058,0.000017165625,0.000020377824,0.000018236815,0.000027896433,0.000010481215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000136133,0.00017975614,0.00034202452,0.00022436009,0.00021448632,0.00036244577,0.00033755213,0.00027416646,0.00081871025],"category_scores_gemma":[0.00021555589,0.00020128072,0.00016034723,0.00023682688,0.0002053575,0.00025350056,0.00015550565,0.00037524215,0.00040125797],"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":[0.000047947495,0.000009307916,0.00006768526,0.000033174394,0.00000341077,0.00004048627,0.000018008179,0.000052118485,0.9985297,0.00013884934,0.000046150864,0.0010130481],"study_design_scores_gemma":[0.000006836529,0.00003095788,0.00037695502,0.0000013506212,0.0000043429727,0.00003043418,0.0000093719955,0.00054024905,0.9982926,0.000024245923,0.00068059936,0.0000022247643],"about_ca_topic_score_codex":0.0010401253,"about_ca_topic_score_gemma":0.0027220063,"teacher_disagreement_score":0.0010401253,"about_ca_system_score_codex":0.00045226567,"about_ca_system_score_gemma":0.00016742125,"threshold_uncertainty_score":0.0032814145},"labels":[],"label_agreement":null},{"id":"W2003779690","doi":"10.1016/j.electacta.2012.10.140","title":"Measurements of hydrogen solubility in CuxPd100−x thin films","year":2012,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"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":"Solubility; Thin film; Hydrogen; Electrochemistry; Alloy; Electrolyte; Materials science; Analytical Chemistry (journal); Enthalpy change of solution; Inorganic chemistry; Chemistry; Physical chemistry; Metallurgy; Electrode; Nanotechnology; Thermodynamics; Enthalpy; Organic chemistry","score_opus":0.0150347654783846,"score_gpt":0.22182321488870896,"score_spread":0.20678844941032437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003779690","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":[0.9965442,0.0005831577,0.0015351862,0.000047532638,0.000010502194,0.000010571671,0.00016504154,0.000052631498,0.001051207],"genre_scores_gemma":[0.99595284,0.00060805964,0.0014439183,0.000017718636,0.000006954425,0.000026369336,0.0002671043,0.00002070278,0.0016563488],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998246,0.000018417184,0.000013147025,0.000037496204,0.000066423214,0.000040057308],"domain_scores_gemma":[0.99978155,0.000096536125,0.000031025764,0.000024996367,0.00004952553,0.000016348242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804401,0.00032847747,0.00023627543,0.00025041323,0.00033587037,0.00033920442,0.00033161484,0.0004168341,0.0010078019],"category_scores_gemma":[0.0004021431,0.00025812056,0.00010381986,0.00030678342,0.0002614078,0.00043986473,0.00029857722,0.00047419706,0.00019565101],"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":[0.00010518495,0.000011414021,0.0002302638,0.00003312434,0.000005565955,0.000043365835,0.000047804882,0.00006490207,0.9981713,0.000058946767,0.000030376377,0.0011977071],"study_design_scores_gemma":[0.0000032798437,0.000035820827,0.0007397737,0.000001686153,0.0000022843735,0.000019642162,0.000023514465,0.0003497012,0.9985928,0.0000116762385,0.00021833494,0.0000015014014],"about_ca_topic_score_codex":0.0013274135,"about_ca_topic_score_gemma":0.0014170241,"teacher_disagreement_score":0.0013274135,"about_ca_system_score_codex":0.00036456904,"about_ca_system_score_gemma":0.00016587644,"threshold_uncertainty_score":0.0033714175},"labels":[],"label_agreement":null},{"id":"W2007086759","doi":"10.1016/j.wear.2014.06.013","title":"Micro-scale wear characteristics of electroless Ni–P/SiC composite coating under two different sliding conditions","year":2014,"lang":"en","type":"article","venue":"Wear","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":37,"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":"Queen's University","keywords":"Materials science; Indentation hardness; Composite number; Scanning electron microscope; Composite material; Silicon carbide; Abrasion (mechanical); Coating; Optical microscope; Metallurgy; Aluminium; Substrate (aquarium); Microstructure","score_opus":0.004847526154785789,"score_gpt":0.20806607691905396,"score_spread":0.20321855076426817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007086759","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":[0.9975794,0.00039007372,0.00095157133,0.00003193887,0.00006371199,0.000009783154,0.00018133782,0.000067183806,0.0007249906],"genre_scores_gemma":[0.99780697,0.00013258017,0.0009296551,0.000019129828,0.000013835674,0.0000093285225,0.0001225314,0.000008260453,0.0009577401],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967504,0.000014056185,0.00002683659,0.00006514991,0.00015530115,0.00006371449],"domain_scores_gemma":[0.99940526,0.00016634438,0.00009761049,0.00008958729,0.00019226485,0.000048951402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019885672,0.0003463119,0.0003098037,0.00039079957,0.00025286424,0.00027469813,0.00039753228,0.0007254781,0.0021275147],"category_scores_gemma":[0.0005962748,0.00024912134,0.00029713608,0.00035703275,0.00039642325,0.00035785997,0.00018746752,0.0005495418,0.00017477732],"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":[0.00028856512,0.00003643061,0.0006031008,0.000083877436,0.0000139300255,0.00015100792,0.00011609124,0.0002252796,0.9948514,0.00003702207,0.00016493426,0.0034284745],"study_design_scores_gemma":[0.000015478245,0.00035309253,0.027933102,0.000008059193,0.000026385413,0.0001700779,0.00016643712,0.0032575189,0.96728456,0.000029572082,0.000735822,0.0000198085],"about_ca_topic_score_codex":0.0011120357,"about_ca_topic_score_gemma":0.0023064117,"teacher_disagreement_score":0.0021275147,"about_ca_system_score_codex":0.00020328174,"about_ca_system_score_gemma":0.00012968708,"threshold_uncertainty_score":0.0071172714},"labels":[],"label_agreement":null},{"id":"W2007597042","doi":"10.1016/j.matdes.2011.01.044","title":"Fabrication of low friction bronze–graphite nano-composite coatings","year":2011,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Graphite; Fabrication; Bronze; Materials science; Composite number; Nano-; Composite material; Metallurgy; Nanotechnology; Forensic engineering; Engineering","score_opus":0.012508583847832669,"score_gpt":0.20430623817141905,"score_spread":0.19179765432358636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007597042","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":[0.95528644,0.003213055,0.025380043,0.0001322671,0.00018904949,0.00019162083,0.00057433447,0.0005768197,0.014456398],"genre_scores_gemma":[0.95693284,0.00097252935,0.03302125,0.000052454237,0.00001956598,0.00008129875,0.00036820228,0.00008252328,0.008469267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998016,0.000007520166,0.000009139338,0.000042110292,0.000112377675,0.00002726224],"domain_scores_gemma":[0.9998859,0.000020208177,0.000018688548,0.000026572954,0.000030034986,0.000018483137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002296908,0.00026973928,0.00031212205,0.00045184806,0.0003266182,0.0002945418,0.0004917549,0.00038386515,0.001695662],"category_scores_gemma":[0.00027272425,0.0003119867,0.00027114298,0.00023944335,0.00015731111,0.00023025215,0.0002705385,0.00063597056,0.000667967],"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":[0.00003110097,0.0000102028835,0.000046355606,0.00005288305,0.0000030367873,0.000022325117,0.000013782113,0.000095678144,0.9969593,0.00010889305,0.000072398594,0.002583947],"study_design_scores_gemma":[0.000006611158,0.000044094795,0.0009997804,0.0000023797193,0.0000032774765,0.000042119587,0.0000048379975,0.0005823134,0.9965312,0.000021255404,0.0017586044,0.0000034820614],"about_ca_topic_score_codex":0.00069416396,"about_ca_topic_score_gemma":0.0033156294,"teacher_disagreement_score":0.001695662,"about_ca_system_score_codex":0.0004570913,"about_ca_system_score_gemma":0.0002697542,"threshold_uncertainty_score":0.005672574},"labels":[],"label_agreement":null},{"id":"W2008062023","doi":"10.1007/s10008-012-1932-z","title":"Effect of electrolyte and agitation on the anomalous behavior and morphology of electrodeposited Co–Ni alloys","year":2012,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":21,"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","keywords":"Electrolyte; Chloride; Electroplating; Cyclic voltammetry; Plating (geology); Polarization (electrochemistry); Inorganic chemistry; Electrochemistry; Chemistry; Supporting electrolyte; Anode; Cobalt; Coating; Sulfate; Materials science; Electrode; Metallurgy; Physical chemistry; Organic chemistry","score_opus":0.003217498021862908,"score_gpt":0.22885669196990596,"score_spread":0.22563919394804305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008062023","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":[0.9975858,0.0005662854,0.00048000788,0.000070262715,0.000039085466,0.0000074570594,0.000095467025,0.000055215878,0.0011003753],"genre_scores_gemma":[0.9983677,0.00016491629,0.0004467267,0.000020973172,0.000007498533,0.0000044042768,0.00009257902,0.00001925464,0.00087596953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978834,0.000029530014,0.000026476646,0.000039378814,0.00006448903,0.0000518479],"domain_scores_gemma":[0.99954504,0.00019904615,0.000059672115,0.00005382255,0.00009597873,0.000046421486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019958273,0.00026125534,0.00023418495,0.00019799608,0.00026275264,0.0005027254,0.0003453831,0.000349954,0.0017830313],"category_scores_gemma":[0.0009889812,0.00024998313,0.00016088173,0.00023163826,0.00030370653,0.0003237018,0.00014696605,0.0006209207,0.0003318473],"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":[0.0006187761,0.000030182373,0.00037970062,0.000039565013,0.000009784056,0.00012995081,0.00008038461,0.00011357787,0.99593073,0.00006028182,0.000070503746,0.0025366482],"study_design_scores_gemma":[0.0000063078437,0.00008307338,0.002024531,0.0000024181118,0.0000061698606,0.0000448898,0.000031439697,0.00063278177,0.9967686,0.000010835881,0.00038508713,0.0000039008387],"about_ca_topic_score_codex":0.0015408869,"about_ca_topic_score_gemma":0.0023387691,"teacher_disagreement_score":0.0017830313,"about_ca_system_score_codex":0.00034458403,"about_ca_system_score_gemma":0.00020488242,"threshold_uncertainty_score":0.005964875},"labels":[],"label_agreement":null},{"id":"W2008369361","doi":"10.1088/0022-3727/33/19/104","title":"On the effect of a horizontal magnetic field on the electrolytic deposition of thin Fe-Ni films","year":2000,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":11,"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 Waterloo","funders":"","keywords":"Deposition (geology); Magnetic field; Thin film; Flux (metallurgy); Electrolyte; Materials science; Condensed matter physics; Field (mathematics); Metallurgy; Analytical Chemistry (journal); Chemistry; Nanotechnology; Electrode; Physics; Geology; Environmental chemistry","score_opus":0.0027923605079286247,"score_gpt":0.17820620354812686,"score_spread":0.17541384304019822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008369361","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":[0.9978781,0.0005154419,0.00032241642,0.00005164545,0.000021842088,0.000012034081,0.00005349942,0.000018885832,0.0011261937],"genre_scores_gemma":[0.9984914,0.0003401512,0.00040899465,0.000035123787,0.00001620868,0.000007768507,0.000049217135,0.0000072702105,0.0006438249],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990666,0.000012376675,0.0000066986745,0.000014887192,0.000023435094,0.000035931364],"domain_scores_gemma":[0.9994729,0.00032948193,0.00006689689,0.000039797855,0.000052963722,0.000037993486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015426523,0.00017642388,0.00021332949,0.00009588528,0.00023230999,0.0002714767,0.00016148588,0.0002480879,0.0026848514],"category_scores_gemma":[0.0004648108,0.00015155437,0.00010994721,0.00010901057,0.00029795506,0.00018306,0.00014343044,0.0002754755,0.0001714121],"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":[0.0009280198,0.00006121661,0.00045004042,0.000139824,0.000009901356,0.00021159921,0.000058543632,0.00019518488,0.9944022,0.00008850892,0.0000810778,0.0033737859],"study_design_scores_gemma":[0.000050149534,0.00070045877,0.006593767,0.000011483716,0.000020294385,0.000118531716,0.00006406349,0.00053848256,0.99089783,0.000026722653,0.00097214855,0.000005934724],"about_ca_topic_score_codex":0.0010116565,"about_ca_topic_score_gemma":0.0015633531,"teacher_disagreement_score":0.0026848514,"about_ca_system_score_codex":0.00020043518,"about_ca_system_score_gemma":0.00018699442,"threshold_uncertainty_score":0.008981764},"labels":[],"label_agreement":null},{"id":"W2009395611","doi":"10.1007/s10854-005-5143-6","title":"Development of stable, non-cyanide solutions for electroplating Au-Sn alloy films","year":2005,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electroplating; Plating (geology); Materials science; Alloy; Cyanide; Sodium citrate; Ammonium chloride; Basic solution; Inorganic chemistry; Chemical engineering; Metallurgy; Chemistry; Electrode; Electrochemistry; Nanotechnology; Layer (electronics)","score_opus":0.011172518642737675,"score_gpt":0.23812280315292447,"score_spread":0.22695028451018678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009395611","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":[0.9417867,0.0044844295,0.046306085,0.00022501715,0.00018070258,0.00029146555,0.00020194928,0.00023490464,0.006288722],"genre_scores_gemma":[0.92191225,0.0026787242,0.066903576,0.00008430881,0.000045124758,0.000116273724,0.00033698513,0.00008885138,0.007833768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997423,0.00002990498,0.000028744338,0.00005085112,0.00012536204,0.000022780232],"domain_scores_gemma":[0.9998338,0.000035183923,0.000033454126,0.000018851177,0.000060545546,0.000018129518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037694606,0.00041236923,0.0002927816,0.0003145222,0.0002503001,0.0003142938,0.00046487947,0.00046065205,0.0009894195],"category_scores_gemma":[0.0004305887,0.00041776654,0.00016111386,0.0001628783,0.00015330754,0.00040889316,0.0002604123,0.00047902387,0.00031954586],"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":[0.000014694184,0.000010597207,0.000035651425,0.000034557215,0.0000020699554,0.000017638235,0.000009945446,0.000045405155,0.99766314,0.00006600869,0.000030379797,0.0020699478],"study_design_scores_gemma":[0.0000038483595,0.00003582794,0.0001253865,0.0000019319273,0.0000021579394,0.0000287223,0.0000033646556,0.0003659691,0.99880433,0.000008397961,0.0006188257,0.0000012248462],"about_ca_topic_score_codex":0.00054329284,"about_ca_topic_score_gemma":0.0025989804,"teacher_disagreement_score":0.0009894195,"about_ca_system_score_codex":0.00039567964,"about_ca_system_score_gemma":0.0003034258,"threshold_uncertainty_score":0.0033099055},"labels":[],"label_agreement":null},{"id":"W2013877632","doi":"10.1007/s10800-004-1699-8","title":"Texture and surface morphology in zinc electrodeposits","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Overpotential; Nucleation; Zinc; Texture (cosmology); Materials science; Coating; Chemical engineering; Fiber; Substrate (aquarium); Adsorption; Plating (geology); Metallurgy; Chemistry; Electrochemistry; Composite material; Electrode; Physical chemistry; Organic chemistry; Geology","score_opus":0.0017479513028272851,"score_gpt":0.17267925949882018,"score_spread":0.1709313081959929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013877632","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":[0.99778974,0.00022648885,0.0003910229,0.000024241013,0.000008184952,0.0000033155648,0.00006978966,0.000012194542,0.0014750769],"genre_scores_gemma":[0.9988121,0.0000733393,0.0000961183,0.0000048581433,0.0000029801643,0.0000014117551,0.000034049106,0.000006010752,0.00096921145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999448,0.0000041069143,0.0000019281329,0.000012566389,0.000021308451,0.000015264452],"domain_scores_gemma":[0.9999311,0.000015940032,0.000016765176,0.00000482943,0.000018627468,0.000012687527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056594727,0.00007828687,0.00009975837,0.0001498544,0.00013731587,0.0004339954,0.00015139939,0.00011929004,0.0012589542],"category_scores_gemma":[0.0002570422,0.00011064197,0.000063396015,0.00015767604,0.0001684631,0.00014563605,0.0000855149,0.00015999917,0.00012939483],"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":[0.00035989124,0.00002061238,0.0018896657,0.000025861485,0.0000043617333,0.00012698247,0.000051487506,0.0002917859,0.9934175,0.0002839317,0.00007685155,0.0034511164],"study_design_scores_gemma":[0.00003004934,0.00011986368,0.034846775,0.0000042478955,0.000013948384,0.0001487771,0.00014157782,0.0050307657,0.9582926,0.00018487165,0.0011783624,0.000008090988],"about_ca_topic_score_codex":0.002116791,"about_ca_topic_score_gemma":0.0022795592,"teacher_disagreement_score":0.002116791,"about_ca_system_score_codex":0.0002904509,"about_ca_system_score_gemma":0.00008049334,"threshold_uncertainty_score":0.004211545},"labels":[],"label_agreement":null},{"id":"W2015106545","doi":"10.1016/j.apsusc.2004.02.003","title":"The effects of stabilizers on the bath stability of electroless Ni deposition and the deposit","year":2004,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Western University","funders":"","keywords":"Thiourea; Stabilizer (aeronautics); Decomposition; Deposition (geology); Nickel; Electroless deposition; Microstructure; Grain size; Chemical engineering; Metallurgy; Materials science; Maleic acid; Chemistry; Organic chemistry; Composite material; Copper; Sediment; Polymer; Geology; Copolymer","score_opus":0.0031141099373972313,"score_gpt":0.18174311875340204,"score_spread":0.17862900881600483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015106545","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":[0.9969157,0.00071670866,0.0008520303,0.000057184963,0.000040239556,0.000012701923,0.000098517135,0.000045072527,0.0012618458],"genre_scores_gemma":[0.9971898,0.00021959134,0.0005695093,0.000023107112,0.000008648111,0.000008990691,0.000089032896,0.000035182962,0.0018561368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997477,0.0000303715,0.00003018154,0.00006515726,0.00006844219,0.000058268724],"domain_scores_gemma":[0.9993575,0.00023694897,0.00010402618,0.00009010902,0.00016098881,0.000050489536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036451448,0.0003242862,0.00027971825,0.00016067906,0.00029699362,0.0005631923,0.00029922868,0.00033128212,0.002170655],"category_scores_gemma":[0.0011584195,0.00024647076,0.00019819837,0.00014080573,0.00034771292,0.00046842676,0.0002321262,0.000508527,0.0003617328],"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":[0.0004936441,0.00001915947,0.00023981326,0.00003971608,0.000010308658,0.00004198176,0.00006361028,0.00011721151,0.99716824,0.0001345079,0.000053031672,0.001618646],"study_design_scores_gemma":[0.0000054865873,0.00007114599,0.00058173976,0.0000017835491,0.000007581367,0.000011659208,0.000011307899,0.0003877481,0.9986971,0.000008456859,0.00021355494,0.000002397356],"about_ca_topic_score_codex":0.0016461664,"about_ca_topic_score_gemma":0.0031727355,"teacher_disagreement_score":0.002170655,"about_ca_system_score_codex":0.00050821586,"about_ca_system_score_gemma":0.00031502458,"threshold_uncertainty_score":0.0072615743},"labels":[],"label_agreement":null},{"id":"W2015715237","doi":"10.1016/j.jmatprotec.2008.06.031","title":"Electrodeposition of zinc and composite zinc–yttria stabilized zirconia coatings","year":2008,"lang":"en","type":"article","venue":"Journal of Materials Processing Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":87,"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","keywords":"Materials science; Zinc; Scanning electron microscope; Yttria-stabilized zirconia; Zinc nitrate; Composite number; Cubic zirconia; Microstructure; Coating; Electrolyte; Chemical engineering; Gelatin; Metallurgy; Composite material; Chemistry; Electrode; Ceramic; Organic chemistry","score_opus":0.006790555322974425,"score_gpt":0.2132181845178619,"score_spread":0.20642762919488747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015715237","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":[0.98812836,0.0021262395,0.005841321,0.00010961265,0.00018385693,0.000035361045,0.0002803545,0.00012387191,0.0031709683],"genre_scores_gemma":[0.9923464,0.0005463884,0.004504281,0.000024330715,0.000017876077,0.0000111829795,0.00011099504,0.0000235258,0.002414995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995865,0.000023189525,0.00002259133,0.00009124976,0.00017576713,0.00010067577],"domain_scores_gemma":[0.9998405,0.00004538602,0.0000275151,0.000029150116,0.000042229447,0.000015179811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025096128,0.0003219911,0.0006035624,0.0003426846,0.00021376931,0.00047768993,0.00071889523,0.00055211777,0.0010757236],"category_scores_gemma":[0.0005126775,0.00032772517,0.00029863673,0.00031374925,0.0002067179,0.0002544493,0.00032282498,0.000359106,0.00027105148],"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":[0.00016298695,0.000007922442,0.00012482193,0.000042470878,0.000007151019,0.00006239982,0.000020242938,0.0001338932,0.99680126,0.00011638013,0.000045618515,0.0024747564],"study_design_scores_gemma":[0.000007793904,0.000028939781,0.00040172087,0.0000015728937,0.000004302442,0.00002824433,0.000009413291,0.0008034774,0.9983041,0.000014831616,0.0003939956,0.0000016890771],"about_ca_topic_score_codex":0.0012722851,"about_ca_topic_score_gemma":0.002268305,"teacher_disagreement_score":0.0012722851,"about_ca_system_score_codex":0.0005239971,"about_ca_system_score_gemma":0.0002582673,"threshold_uncertainty_score":0.0038018823},"labels":[],"label_agreement":null},{"id":"W2016066458","doi":"10.1149/1.3532311","title":"Voltammetric Modeling of the Kinetics Involved in the Nickel Deposition onto Nickel","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Tafel equation; Nickel; Chemistry; Deposition (geology); Diffusion; Nickel sulfide; Kinetics; Reduction (mathematics); Inorganic chemistry; Electrochemistry; Mass transfer; Solution of Schrödinger equation for a step potential; Electron transfer; Electrode; Analytical Chemistry (journal); Chemical engineering; Thermodynamics; Physical chemistry; Environmental chemistry; Chromatography; Organic chemistry; Physics","score_opus":0.008660909266471199,"score_gpt":0.20089306056482176,"score_spread":0.19223215129835056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016066458","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":[0.28684124,0.001850364,0.6521649,0.00092644413,0.00024631483,0.00060284184,0.0020334169,0.0014225323,0.0539121],"genre_scores_gemma":[0.9148765,0.0022385356,0.047257744,0.00012860107,0.000057700803,0.00064174156,0.0007247321,0.00010128554,0.03397321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987364,0.00001679976,0.000011368315,0.000029264842,0.000046458896,0.000022457742],"domain_scores_gemma":[0.99987984,0.000048020156,0.00001399711,0.000018495595,0.000034060973,0.000005654303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790454,0.00061227323,0.00069063465,0.00038176676,0.00037228013,0.00059064396,0.0013787197,0.0010782456,0.002136072],"category_scores_gemma":[0.00060427206,0.00035440072,0.00061209564,0.00052992126,0.00022404394,0.0006265861,0.00024737106,0.00057391875,0.0008376808],"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":[0.000052616044,0.000077732635,0.0007441485,0.00019078155,0.000022672562,0.00038778386,0.0000918945,0.9029485,0.071033046,0.0140241105,0.0005857685,0.009841077],"study_design_scores_gemma":[0.00000310151,0.000023113565,0.00015365188,0.0000026629377,0.000003670441,0.000044168562,0.0000064668334,0.9938601,0.004165093,0.0008848375,0.0008475015,0.000005573765],"about_ca_topic_score_codex":0.004477555,"about_ca_topic_score_gemma":0.0024900567,"teacher_disagreement_score":0.004477555,"about_ca_system_score_codex":0.0007004587,"about_ca_system_score_gemma":0.0008111043,"threshold_uncertainty_score":0.008902967},"labels":[],"label_agreement":null},{"id":"W2018229253","doi":"10.1007/s10853-005-0588-9","title":"Fabrication of a composite powder and its application as an active brazing alloy","year":2005,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Copper; Brazing; Titanium; Metallurgy; Alloy; Composite number; Wetting; Sessile drop technique; Dissolution; Titanium alloy; Titanium powder; Powder metallurgy; Composite material; Chemical engineering; Microstructure","score_opus":0.005722973488991751,"score_gpt":0.2419148177735808,"score_spread":0.23619184428458903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018229253","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":[0.9314946,0.0026374664,0.059308104,0.00022901969,0.00019604566,0.00014238137,0.00020490853,0.0005581893,0.0052293283],"genre_scores_gemma":[0.95200604,0.00054359273,0.0441494,0.00003485384,0.000027177794,0.00004528352,0.00016787043,0.00007785696,0.0029479803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972683,0.00002619316,0.000030694864,0.00006543986,0.00012172562,0.000029118075],"domain_scores_gemma":[0.9997509,0.00006239822,0.00003089484,0.0000480038,0.000076386816,0.000031369396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049497606,0.00026495,0.0006321179,0.0005281513,0.0004821741,0.00045310517,0.0004963368,0.00053526554,0.0010805741],"category_scores_gemma":[0.00047023076,0.00036771153,0.00049080193,0.00025583856,0.00028365475,0.00037289728,0.00026769508,0.00064224185,0.00043627745],"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":[0.00005679602,0.000012220432,0.00004742282,0.000043140033,0.0000032309172,0.000035392775,0.000014620894,0.00003900344,0.9978619,0.00011498337,0.000022439335,0.0017489777],"study_design_scores_gemma":[0.000009928938,0.000104996245,0.00039044052,0.0000015506623,0.000008247921,0.00010237275,0.000006138617,0.0004836623,0.9980572,0.000018627452,0.00081486313,0.0000020816315],"about_ca_topic_score_codex":0.0003464367,"about_ca_topic_score_gemma":0.00056674524,"teacher_disagreement_score":0.0010805741,"about_ca_system_score_codex":0.00023183867,"about_ca_system_score_gemma":0.0002871047,"threshold_uncertainty_score":0.0036149025},"labels":[],"label_agreement":null},{"id":"W2019900198","doi":"10.1023/b:jach.0000003850.61488.83","title":"Effect of pulse plating on composition of Sn–Pb coatings deposited in fluoroborate solutions","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plating (geology); Materials science; Current density; Duty cycle; Alloy; Pulse (music); Anode; Metallurgy; Analytical Chemistry (journal); Dissolution; Electrode; Voltage; Chemistry; Physics","score_opus":0.0034686889034677626,"score_gpt":0.20134157415745385,"score_spread":0.19787288525398608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019900198","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":[0.9938791,0.0015707926,0.0012704124,0.0001239155,0.00011149125,0.000030504789,0.00020452144,0.000108559514,0.0027006138],"genre_scores_gemma":[0.9960461,0.0007380264,0.0011829652,0.00007520033,0.000023043878,0.000013426079,0.00013067167,0.00004454049,0.0017461007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997104,0.000036055768,0.000026936616,0.00005624684,0.00007417915,0.000096272204],"domain_scores_gemma":[0.9991466,0.0004584923,0.00008632735,0.000067108245,0.00016364813,0.0000778182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035826242,0.00043623295,0.0004350423,0.00026419578,0.00034429083,0.0005909988,0.000521302,0.000712109,0.0032070044],"category_scores_gemma":[0.001304859,0.00048216718,0.00024388934,0.0003386151,0.0004210247,0.00046781873,0.00024198007,0.000588765,0.00040665703],"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":[0.0013943908,0.000038091053,0.0002926039,0.00012309341,0.00002017983,0.00019589586,0.0001315367,0.00013369376,0.9947897,0.000057874295,0.00007997933,0.002742973],"study_design_scores_gemma":[0.000017250111,0.00015802555,0.00088906207,0.000005943047,0.000013672913,0.00004931573,0.00003423492,0.000284206,0.99823964,0.000010684159,0.00029446883,0.0000035697801],"about_ca_topic_score_codex":0.0030254927,"about_ca_topic_score_gemma":0.004054912,"teacher_disagreement_score":0.0032070044,"about_ca_system_score_codex":0.0005548648,"about_ca_system_score_gemma":0.00043376812,"threshold_uncertainty_score":0.010728478},"labels":[],"label_agreement":null},{"id":"W2032643367","doi":"10.4028/www.scientific.net/kem.442.187","title":"Development of Wear Resistant Nano Dispersed Composite Coating by Electrodeposition","year":2010,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":11,"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; Hyperion Technologies (Canada)","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan","keywords":"Materials science; Coating; Boric acid; Dispersion (optics); Composite number; Scratch; Nickel; Metallurgy; Vickers hardness test; Electrolyte; Composite material; Nano-; Indentation hardness; Microstructure; Electrode; Chemistry","score_opus":0.0025936556699680097,"score_gpt":0.17139132352598396,"score_spread":0.16879766785601596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032643367","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":[0.95811784,0.0021711057,0.036552563,0.000067274166,0.0001254854,0.00010801787,0.000115650655,0.00035171778,0.0023902808],"genre_scores_gemma":[0.96507317,0.0009959214,0.030572733,0.000027726803,0.000019375264,0.000046316763,0.00012790239,0.000058448677,0.0030785075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996531,0.000023742208,0.000024171008,0.00009073724,0.00017091325,0.000037324244],"domain_scores_gemma":[0.9997613,0.000044313725,0.000046757108,0.000046815465,0.00007306683,0.000027867512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021351244,0.00035000072,0.00047510417,0.00033582636,0.0001469945,0.00037963493,0.00048184555,0.00048855727,0.0005044249],"category_scores_gemma":[0.00040025625,0.00029260048,0.00033964726,0.00023070283,0.00016237402,0.00024427916,0.00029692397,0.0004583557,0.00031592415],"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":[0.000008849849,0.0000060978678,0.000034073055,0.00003073181,0.0000032363055,0.000023999555,0.000008842189,0.00004902128,0.99867994,0.000014914602,0.000010282525,0.0011300212],"study_design_scores_gemma":[0.000003033288,0.00006279263,0.00054661836,0.0000015464294,0.0000061472347,0.00006671153,0.0000045725387,0.0006923531,0.9981427,0.00000554471,0.00046543273,0.0000025747527],"about_ca_topic_score_codex":0.0003441205,"about_ca_topic_score_gemma":0.00091161823,"teacher_disagreement_score":0.0005044249,"about_ca_system_score_codex":0.00017766618,"about_ca_system_score_gemma":0.00013206564,"threshold_uncertainty_score":0.0016875267},"labels":[],"label_agreement":null},{"id":"W2032695824","doi":"10.1007/s10008-014-2616-7","title":"Effects of saccharin and anions (SO4 2−, Cl−) on the electrodeposition of Co–Ni alloys","year":2014,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":25,"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":"Saccharin; Sulfate; Chemistry; Chloride; Overpotential; Plating (geology); Inorganic chemistry; Oxide; Hydroxide; Deposition (geology); Current density; Electroplating; Electrochemistry; Electrode","score_opus":0.0024031287227031157,"score_gpt":0.19856566481083202,"score_spread":0.1961625360881289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032695824","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":[0.99602085,0.0014577756,0.00051033933,0.00008544289,0.00010795114,0.00001416289,0.00014008992,0.000036544778,0.0016268548],"genre_scores_gemma":[0.99657345,0.00063156366,0.000858008,0.000048922357,0.00002600634,0.000008490209,0.00013935739,0.000016528966,0.0016977069],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995202,0.0000833348,0.000073885625,0.00007995756,0.00013335203,0.00010938307],"domain_scores_gemma":[0.99939847,0.0002537286,0.00006334268,0.0000690563,0.00016196886,0.000053274507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041793045,0.00049381185,0.00043832464,0.00031899093,0.00037695936,0.00070162193,0.00070390134,0.00068029884,0.0017911649],"category_scores_gemma":[0.00099778,0.00033743886,0.00027527937,0.00036276103,0.0003563822,0.000415033,0.00025189453,0.0005251667,0.00038318255],"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":[0.00085471064,0.000033771816,0.00023744826,0.00012482693,0.000024204366,0.00009932698,0.00007539353,0.00020658095,0.9956619,0.00009200606,0.00008002954,0.002509725],"study_design_scores_gemma":[0.000007130072,0.000108918066,0.00072379224,0.0000048450306,0.000012973916,0.000025857851,0.000042046875,0.00044748824,0.9979151,0.000009749334,0.00069749745,0.000004657315],"about_ca_topic_score_codex":0.0026617695,"about_ca_topic_score_gemma":0.004591326,"teacher_disagreement_score":0.0026617695,"about_ca_system_score_codex":0.0004084504,"about_ca_system_score_gemma":0.00038294954,"threshold_uncertainty_score":0.0059921145},"labels":[],"label_agreement":null},{"id":"W2033044444","doi":"10.1007/s11665-013-0753-2","title":"Preparation and Mechanical Properties of Electroless Nickel-Phosphorus-Tungsten Carbide Nanocomposite Coatings","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":20,"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":"Hebei University of Technology; Natural Science Foundation of Hebei Province; Pratt and Whitney Canada","keywords":"Materials science; Nanocomposite; Indentation hardness; Tungsten carbide; Carbide; Composite number; Metallurgy; Nanoparticle; Wear resistance; Tungsten; Composite material; Nickel; Microstructure; Nanotechnology","score_opus":0.004366978142749564,"score_gpt":0.1778733469219445,"score_spread":0.17350636877919495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033044444","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":[0.99687344,0.00041885182,0.0015125113,0.000024471914,0.000019951234,0.0000125574325,0.000057498066,0.00002513668,0.0010556448],"genre_scores_gemma":[0.9966479,0.00015385398,0.0016508942,0.000009624525,0.0000042625766,0.00000842594,0.00010585973,0.000016833224,0.0014022819],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997273,0.000016293365,0.000022111306,0.000045677392,0.00015208035,0.00003645601],"domain_scores_gemma":[0.9997886,0.00003880131,0.00003970975,0.00002623881,0.000081554914,0.000025185822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021722172,0.00020517722,0.00018946434,0.00029069997,0.0002311714,0.00029315363,0.00026925342,0.00026698038,0.00068137597],"category_scores_gemma":[0.00047364386,0.00022828869,0.00016401835,0.0001841417,0.0001876367,0.00023569608,0.00017003932,0.00037915425,0.00015469873],"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":[0.00004609013,0.000010877057,0.000094048075,0.000018005896,0.0000025727804,0.000019302592,0.0000107044925,0.00007229886,0.9987993,0.000019019632,0.000014478594,0.0008932994],"study_design_scores_gemma":[0.0000053756844,0.000067104185,0.0019098396,0.0000014458224,0.0000050498534,0.000031456715,0.00001015454,0.0006344591,0.9970085,0.000006806593,0.00031679266,0.0000030706062],"about_ca_topic_score_codex":0.0008079623,"about_ca_topic_score_gemma":0.0021188648,"teacher_disagreement_score":0.0008079623,"about_ca_system_score_codex":0.0002356727,"about_ca_system_score_gemma":0.00018790418,"threshold_uncertainty_score":0.0022794008},"labels":[],"label_agreement":null},{"id":"W2033045709","doi":"10.1149/1.1939211","title":"Combinatorial Electrodeposition of Ternary Cu–Sn–Zn Alloys","year":2005,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Dalhousie University","funders":"","keywords":"Ternary operation; Materials science; Alloy; Deposition (geology); Copper; Electrochemistry; Chemical engineering; Electrode; Metallurgy; Computer science; Chemistry; Physical chemistry","score_opus":0.003013357286454757,"score_gpt":0.19339283146947056,"score_spread":0.19037947418301582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033045709","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":[0.96742356,0.00090390706,0.023410425,0.000046741447,0.00009128519,0.00007776483,0.00017906535,0.00031587612,0.007551443],"genre_scores_gemma":[0.97479635,0.0006128372,0.02110101,0.00001560809,0.000012603188,0.000034611487,0.00013075152,0.000042230517,0.0032540637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996666,0.000028141652,0.000033602602,0.00010360128,0.00013275901,0.000035356934],"domain_scores_gemma":[0.9997954,0.000046675475,0.00003930068,0.000048246802,0.000045433077,0.000024959983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017509375,0.00052816287,0.00049499,0.0006259731,0.00025774507,0.0006448095,0.00068007427,0.0002926535,0.0008121804],"category_scores_gemma":[0.0006129208,0.00029837663,0.0002880259,0.0006297088,0.00025944997,0.0003882548,0.00063004106,0.00032365302,0.00047591145],"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":[0.000073069314,0.00004142591,0.00033772635,0.00012679421,0.00002084818,0.00015531287,0.000045520024,0.00366766,0.98081183,0.001360766,0.00018100288,0.013178083],"study_design_scores_gemma":[0.0000074217005,0.00007760149,0.0003008767,0.000003224398,0.000014068233,0.00006986602,0.000013916351,0.015776852,0.9826857,0.00013870157,0.00090536487,0.0000064714336],"about_ca_topic_score_codex":0.0006625702,"about_ca_topic_score_gemma":0.0023547302,"teacher_disagreement_score":0.0008121804,"about_ca_system_score_codex":0.00055662845,"about_ca_system_score_gemma":0.00018706042,"threshold_uncertainty_score":0.0040386915},"labels":[],"label_agreement":null},{"id":"W2033369433","doi":"10.1016/j.electacta.2008.12.064","title":"Nucleation of Sn and Sn–Cu alloys on Pt during electrodeposition from Sn–citrate and Sn–Cu–citrate solutions","year":2009,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":53,"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":"","keywords":"Nucleation; Electrochemistry; Diffusion; Tin; Current density; Analytical Chemistry (journal); Materials science; Chemistry; Metallurgy; Electrode; Physical chemistry; Thermodynamics","score_opus":0.004616416852898703,"score_gpt":0.18015420660440326,"score_spread":0.17553778975150455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033369433","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":[0.9919429,0.0014099599,0.0016567252,0.00010713313,0.00009954509,0.000030394822,0.00017299029,0.00006875036,0.004511674],"genre_scores_gemma":[0.9962767,0.00038379652,0.0011301028,0.000023177789,0.000021512378,0.0000122606925,0.00014810552,0.000021287458,0.0019831215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994986,0.000057609686,0.00003230976,0.00010304041,0.00019966143,0.000108758795],"domain_scores_gemma":[0.9996283,0.00016791209,0.000035753073,0.00003985627,0.00009345128,0.00003476369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036616708,0.00036090214,0.0005042256,0.00037808894,0.00038289552,0.0005558316,0.00059177494,0.0005743571,0.0016725655],"category_scores_gemma":[0.0008179153,0.00043787443,0.00026221483,0.00029519288,0.0003430947,0.00034335334,0.00024934424,0.0004883012,0.00038433034],"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":[0.00040164145,0.000025368763,0.00025460176,0.00008704166,0.000015048022,0.00021066926,0.0001469975,0.0003256052,0.9953164,0.00029242644,0.00016346388,0.0027608506],"study_design_scores_gemma":[0.000014128125,0.00008742024,0.0013103042,0.000004317366,0.000007695825,0.000057786485,0.000039101895,0.0022015616,0.9957159,0.000040007035,0.00051679765,0.000005004064],"about_ca_topic_score_codex":0.0039293915,"about_ca_topic_score_gemma":0.0065104007,"teacher_disagreement_score":0.0039293915,"about_ca_system_score_codex":0.0007996868,"about_ca_system_score_gemma":0.0003409357,"threshold_uncertainty_score":0.007813036},"labels":[],"label_agreement":null},{"id":"W2034365037","doi":"10.1149/2.090306jes","title":"Anodic Behavior and Corrosion Resistance of the Pb-MnO<sub>2</sub>Composite Anodes for Metal Electrowinning","year":2013,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":39,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Composite number; Materials science; Corrosion; Scanning electron microscope; Polarization (electrochemistry); Metal; Layer (electronics); Metallurgy; Chemical engineering; Electrode; Composite material; Chemistry","score_opus":0.00385257111338345,"score_gpt":0.19034091042225781,"score_spread":0.18648833930887437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034365037","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":[0.9916692,0.0031665734,0.0041060145,0.000056251967,0.00005683456,0.0000191272,0.00008001234,0.000047941816,0.0007980544],"genre_scores_gemma":[0.9911805,0.0012869976,0.005679144,0.000020659812,0.000013858706,0.00001540537,0.00015683834,0.000021589338,0.001625179],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975103,0.000030211015,0.000019161653,0.00005824442,0.00011020367,0.000031049385],"domain_scores_gemma":[0.99976355,0.00004239292,0.000037343965,0.00002318994,0.00011219917,0.000021389727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029860743,0.00037064834,0.00035549115,0.00028049137,0.00019912008,0.0004244134,0.00029774095,0.00033130642,0.00052177825],"category_scores_gemma":[0.0005368433,0.0002391208,0.00021537121,0.00025996548,0.00015260543,0.00043619715,0.00020653429,0.00035030898,0.00021142363],"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":[0.000075953416,0.00000656444,0.00031764578,0.000060473103,0.000008659444,0.000038068934,0.000020061858,0.00007437589,0.99690765,0.000024893277,0.000019537896,0.002446123],"study_design_scores_gemma":[0.0000040124055,0.0001472217,0.0055349297,0.000004472373,0.000022474856,0.00017177081,0.000038598027,0.0010103348,0.9916999,0.0000233045,0.0013376166,0.0000053623403],"about_ca_topic_score_codex":0.00051159086,"about_ca_topic_score_gemma":0.0013571506,"teacher_disagreement_score":0.00052177825,"about_ca_system_score_codex":0.00018170652,"about_ca_system_score_gemma":0.00018600092,"threshold_uncertainty_score":0.001745522},"labels":[],"label_agreement":null},{"id":"W2034589733","doi":"10.1016/j.surfcoat.2010.08.035","title":"Effect of applied current on the electrodeposited Ni–Al2O3 composite coatings","year":2010,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":130,"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":"","keywords":"Materials science; Microstructure; Composite number; Scanning electron microscope; Ultimate tensile strength; Composite material; Nickel; Metallurgy; Indentation hardness; Vickers hardness test; Conversion coating; Ceramic; Corrosion","score_opus":0.002440016214217696,"score_gpt":0.20413181969638947,"score_spread":0.20169180348217178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034589733","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":[0.99171513,0.0029679101,0.0013685816,0.0001479326,0.00023115418,0.0000407839,0.0002486698,0.00011225231,0.0031675962],"genre_scores_gemma":[0.9955568,0.0009550122,0.0014105379,0.00010577753,0.000047375397,0.000019553165,0.00013667691,0.000030336885,0.0017379778],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994617,0.000056683613,0.000061676066,0.000121404235,0.00014593008,0.00015259236],"domain_scores_gemma":[0.99908066,0.00044906753,0.00009391115,0.000082304316,0.00021636188,0.00007755081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005461442,0.0005562073,0.0005344093,0.0003305464,0.00033380982,0.00073598826,0.0007564127,0.00079539296,0.0030342527],"category_scores_gemma":[0.0012507811,0.0003801965,0.0003636707,0.0005034695,0.00048178583,0.00057203625,0.00023003577,0.00085045304,0.00034377995],"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":[0.0008015826,0.000052902815,0.00016748992,0.00019826498,0.000022876258,0.00014623968,0.00009237623,0.00012557345,0.9958901,0.00008703205,0.000093140436,0.0023224147],"study_design_scores_gemma":[0.000020454967,0.00012562671,0.0010929513,0.0000074516347,0.000019821891,0.000029367808,0.00003881963,0.00051726593,0.99762565,0.000014009682,0.00050273334,0.000005762819],"about_ca_topic_score_codex":0.002023292,"about_ca_topic_score_gemma":0.0029339893,"teacher_disagreement_score":0.0030342527,"about_ca_system_score_codex":0.00057072786,"about_ca_system_score_gemma":0.00036614056,"threshold_uncertainty_score":0.010150611},"labels":[],"label_agreement":null},{"id":"W2036512639","doi":"10.4028/www.scientific.net/amr.926-930.103","title":"Electroless Nickel Plating on Copper Foil","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Canadian Association of Emergency Physicians","funders":"","keywords":"Materials science; Tribometer; Tribology; Metallurgy; Corrosion; Copper; Coating; FOIL method; Nickel; Porosity; Indentation hardness; Plating (geology); Composite material; Microstructure","score_opus":0.01890801322772431,"score_gpt":0.3065723442482477,"score_spread":0.2876643310205234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036512639","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":[0.9333905,0.0024738375,0.04613461,0.00011577555,0.0003047648,0.00021431083,0.00048689012,0.001076598,0.015802735],"genre_scores_gemma":[0.89621586,0.0021815747,0.07036614,0.00008911497,0.00004454353,0.00015448563,0.0007023554,0.00015523958,0.030090736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996333,0.000024422883,0.000036946978,0.000108156426,0.00015154805,0.000045587978],"domain_scores_gemma":[0.9997508,0.000021067846,0.00003124593,0.0000688519,0.000111447196,0.000016593749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020124446,0.00044505886,0.0003442982,0.00041824373,0.00023962541,0.00020633137,0.00059034035,0.00025710152,0.0018802413],"category_scores_gemma":[0.00028647008,0.00034247345,0.00016940542,0.00041031506,0.00014218476,0.0002321176,0.00026174748,0.00033281615,0.00091882155],"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":[0.000035324552,0.000009049776,0.00016749553,0.00011697847,0.0000045533693,0.0001869874,0.000029686715,0.00006134072,0.9919668,0.00009883076,0.00023069413,0.0070921634],"study_design_scores_gemma":[0.0000035241133,0.000083857565,0.0014690643,0.00000761828,0.000007074939,0.00022513968,0.000024287852,0.0005169979,0.99264187,0.000016079168,0.0050004157,0.0000040597747],"about_ca_topic_score_codex":0.0008908844,"about_ca_topic_score_gemma":0.0024700619,"teacher_disagreement_score":0.0018802413,"about_ca_system_score_codex":0.00025908783,"about_ca_system_score_gemma":0.00021048854,"threshold_uncertainty_score":0.0062900186},"labels":[],"label_agreement":null},{"id":"W2036773739","doi":"10.1017/s143192760550093x","title":"Morphological Characterization of Self-Assembled Pd Nanowires by Electroless Deposition","year":2005,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Electroless deposition; Characterization (materials science); Materials science; Nanowire; Deposition (geology); Nanotechnology; Chemical engineering; Metallurgy; Geology; Metal; Engineering","score_opus":0.002702736468248291,"score_gpt":0.2007954150435384,"score_spread":0.19809267857529012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036773739","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":[0.9895927,0.00033334564,0.007148561,0.00006738299,0.00005178084,0.000020436162,0.00027214276,0.00012917396,0.0023844778],"genre_scores_gemma":[0.99235547,0.00015521263,0.004548109,0.000030690262,0.000010592797,0.000017593287,0.00022636262,0.000037475584,0.0026183769],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998896,0.000005258763,0.000007644556,0.000030321979,0.000054468805,0.00001268608],"domain_scores_gemma":[0.9998011,0.00004053561,0.00004535018,0.00003697687,0.000056996498,0.00001904659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097730685,0.000131482,0.00015257661,0.00021016906,0.00014389388,0.000322312,0.00028553428,0.0002194655,0.0009006719],"category_scores_gemma":[0.00029746344,0.00021248442,0.00011336576,0.0001498707,0.00014668689,0.0002733675,0.00012219416,0.00023660324,0.00019811769],"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":[0.000017554667,0.0000071208397,0.000090660134,0.000010805878,0.0000018926629,0.000024714058,0.000015179278,0.000025903322,0.9990571,0.000038368227,0.000030136829,0.00068049756],"study_design_scores_gemma":[0.0000048338193,0.000031721505,0.003311858,0.0000011740457,0.0000037640616,0.00008166348,0.000013962051,0.00082940445,0.9951379,0.000018769115,0.0005629414,0.0000019973172],"about_ca_topic_score_codex":0.00036387358,"about_ca_topic_score_gemma":0.0009315308,"teacher_disagreement_score":0.0009006719,"about_ca_system_score_codex":0.00017996192,"about_ca_system_score_gemma":0.000061171915,"threshold_uncertainty_score":0.0030130744},"labels":[],"label_agreement":null},{"id":"W2041303719","doi":"10.1016/j.jallcom.2004.08.010","title":"Stress measurements in nanocrystalline Ni electrodeposits","year":2004,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":71,"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; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Materials science; Microcrystalline; Nickel; Substrate (aquarium); Internal stress; Metallurgy; Compressive strength; Composite material; Stress (linguistics); Crystallography; Chemistry; Nanotechnology","score_opus":0.008605602488951869,"score_gpt":0.20259399758613905,"score_spread":0.19398839509718718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041303719","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":[0.99703276,0.00035048052,0.0009308218,0.000054410957,0.000038238413,0.000014372193,0.0002143041,0.00003441613,0.0013301187],"genre_scores_gemma":[0.997799,0.0002118495,0.00061983726,0.000019507084,0.000010493639,0.000017717415,0.000102579135,0.000009807189,0.0012093522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997601,0.000011219669,0.000017641392,0.00005802855,0.0001020818,0.000050934093],"domain_scores_gemma":[0.9996203,0.000054346845,0.00007158175,0.000046623707,0.0001751287,0.000031887623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121676865,0.00028854702,0.00022884832,0.00019356074,0.00034123275,0.0002665287,0.00033980078,0.00036261618,0.0017390291],"category_scores_gemma":[0.0004240638,0.00017231867,0.000102058206,0.00033562374,0.0002590125,0.0004488148,0.00029389522,0.00033150546,0.0002760789],"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":[0.00009083477,0.000016292175,0.00058536837,0.000030876723,0.0000044590442,0.00008230502,0.0000975707,0.00009225324,0.9968451,0.000052535746,0.000060895938,0.002041541],"study_design_scores_gemma":[0.0000067123556,0.00018087526,0.0065835044,0.0000049353444,0.000007156204,0.000059697373,0.0001828024,0.000840697,0.99120367,0.000038093636,0.0008871734,0.0000046163186],"about_ca_topic_score_codex":0.0020031026,"about_ca_topic_score_gemma":0.003991459,"teacher_disagreement_score":0.0020031026,"about_ca_system_score_codex":0.00052639254,"about_ca_system_score_gemma":0.00020245773,"threshold_uncertainty_score":0.005817592},"labels":[],"label_agreement":null},{"id":"W2043862561","doi":"10.1149/1.1602457","title":"Low- and High-Frequency Pulse Current and Pulse Reverse Plating of Copper","year":2003,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":28,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Plating (geology); Copper; Pulse (music); Pseudocapacitance; Analytical Chemistry (journal); Chemistry; Electrochemistry; Faradaic current; Capacitance; Materials science; Electrode potential; Metallurgy; Voltage; Electrical engineering","score_opus":0.004695734145237342,"score_gpt":0.20339531090018656,"score_spread":0.19869957675494923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043862561","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":[0.29434493,0.0015355926,0.6845651,0.00038297006,0.0001883661,0.00026259458,0.00043889877,0.0019142907,0.01636735],"genre_scores_gemma":[0.94190896,0.0010390796,0.04463292,0.000063038904,0.000018473107,0.00026878866,0.00028915104,0.00009041807,0.011689151],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998307,0.000019541585,0.0000065959052,0.000038847298,0.000080733334,0.000023652607],"domain_scores_gemma":[0.9998524,0.00005445847,0.000020724423,0.000026692886,0.000037285467,0.000008408498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022649094,0.0006600728,0.0004417883,0.00035143105,0.00019332982,0.00046747798,0.0018334481,0.0008492388,0.0016157827],"category_scores_gemma":[0.000692479,0.00029521398,0.00040126598,0.00028449923,0.00039046796,0.00080797536,0.00020034368,0.0005221713,0.0006818914],"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":[0.00038397545,0.00015123883,0.002744959,0.0007366643,0.000061678664,0.0008136892,0.00020839158,0.59648395,0.31607464,0.020697443,0.0017315566,0.059911776],"study_design_scores_gemma":[0.000019647421,0.00012631084,0.0006318609,0.0000059919994,0.000013982342,0.00020684369,0.000011009124,0.9509219,0.044203784,0.0019493699,0.0018950559,0.000014349981],"about_ca_topic_score_codex":0.003060337,"about_ca_topic_score_gemma":0.001989899,"teacher_disagreement_score":0.003060337,"about_ca_system_score_codex":0.00095215504,"about_ca_system_score_gemma":0.00047539256,"threshold_uncertainty_score":0.0069084167},"labels":[],"label_agreement":null},{"id":"W2044747534","doi":"10.4028/www.scientific.net/amr.409.526","title":"Corrosion Behaviour of Nanocrystalline Zn-Ni and Zn-Ni-Co Electrodeposits","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 Toronto","funders":"","keywords":"Corrosion; Materials science; Nanocrystalline material; Metallurgy; Polarization (electrochemistry); Scanning electron microscope; Cadmium; Intergranular corrosion; Electrochemistry; Composite material; Chemistry; Nanotechnology","score_opus":0.027653566115020293,"score_gpt":0.30003591770238125,"score_spread":0.27238235158736096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044747534","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":[0.9953112,0.0013709583,0.0021100084,0.000036640107,0.000024048357,0.00001501261,0.000114357,0.000038139126,0.0009796891],"genre_scores_gemma":[0.9921485,0.0009167121,0.004107855,0.000015132993,0.0000057437765,0.000008596074,0.00017490868,0.0000192651,0.0026031795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997484,0.000013797215,0.000015506133,0.00005819036,0.00013491474,0.000029240786],"domain_scores_gemma":[0.9998124,0.00002487671,0.00003434643,0.000018139679,0.00009262674,0.000017685035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015396545,0.00029166133,0.00037864098,0.00022027093,0.00014965906,0.00040021696,0.0004742253,0.00027452037,0.0004833708],"category_scores_gemma":[0.00044252863,0.00017353885,0.00014559105,0.00021183082,0.00012659596,0.00030516906,0.0002070047,0.00024392283,0.00023941917],"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":[0.000057421876,0.0000053527383,0.0002732079,0.000053421027,0.0000048113234,0.000030790958,0.000010912226,0.00006026818,0.9980155,0.000017336291,0.000016231452,0.0014546589],"study_design_scores_gemma":[0.0000028974564,0.00007267548,0.0018557317,0.0000026642288,0.000011444536,0.0000935095,0.000022716635,0.00047339842,0.99675924,0.0000058344704,0.00069747475,0.0000024244066],"about_ca_topic_score_codex":0.002494833,"about_ca_topic_score_gemma":0.0078841485,"teacher_disagreement_score":0.002494833,"about_ca_system_score_codex":0.00045047142,"about_ca_system_score_gemma":0.00019132491,"threshold_uncertainty_score":0.0049605966},"labels":[],"label_agreement":null},{"id":"W2044807405","doi":"10.1016/j.cej.2006.08.030","title":"Mass transfer characteristics of reciprocating screen stack electrochemical reactor in relation to heavy metal removal from dilute solutions","year":2006,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Reciprocating motion; Mass transfer; Copper; Chemistry; Electrolysis; Limiting current; Diffusion; Stack (abstract data type); Electrochemistry; Anode; Analytical Chemistry (journal); Chemical engineering; Electrode; Inorganic chemistry; Chromatography; Thermodynamics; Organic chemistry","score_opus":0.006242197415769575,"score_gpt":0.18324555730200714,"score_spread":0.17700335988623758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044807405","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":[0.9908013,0.0011355496,0.005107898,0.00013924806,0.00004384042,0.000017796572,0.00024014173,0.0003505152,0.002163802],"genre_scores_gemma":[0.9968815,0.00030834635,0.0008869866,0.000030596097,0.000012497463,0.000008849361,0.00012001953,0.00001610864,0.0017351821],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965143,0.00004679841,0.00001937343,0.00006466186,0.0001503211,0.0000674607],"domain_scores_gemma":[0.99924916,0.00045682685,0.00007351204,0.000053520485,0.00013775348,0.000029246228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000423201,0.00042844794,0.00046267812,0.0004343528,0.00027526706,0.0004790839,0.00077352463,0.0009329,0.001689442],"category_scores_gemma":[0.000854495,0.00021933622,0.00037202344,0.0003469556,0.0003738102,0.0004293435,0.00018590997,0.00066443783,0.00061746576],"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":[0.0010087718,0.000042772605,0.0006104237,0.000072907074,0.00001669521,0.000107899614,0.00013275993,0.00049966126,0.99000764,0.00012653755,0.00020230502,0.00717171],"study_design_scores_gemma":[0.000008674597,0.0003512761,0.0023506891,0.000003525336,0.000014492442,0.00008991137,0.00004706423,0.0035496787,0.9930393,0.000048739148,0.0004886113,0.000008155529],"about_ca_topic_score_codex":0.00153204,"about_ca_topic_score_gemma":0.0012689963,"teacher_disagreement_score":0.001689442,"about_ca_system_score_codex":0.00041463005,"about_ca_system_score_gemma":0.00022346152,"threshold_uncertainty_score":0.0056517124},"labels":[],"label_agreement":null},{"id":"W2045118288","doi":"10.1016/j.electacta.2008.07.066","title":"Electrochemical study of codeposition of Al particle—Nanocrystalline Ni/Cu composite coatings","year":2008,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","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":"Hyperion Technologies (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Materials science; Alloy; Metallurgy; Composite number; Grain size; Particle size; Electrolyte; Metal; Particle (ecology); Electrochemistry; Chemical engineering; Metal matrix composite; Composite material; Electrode; Nanotechnology; Chemistry; Physical chemistry","score_opus":0.007568551649938831,"score_gpt":0.20932041118703132,"score_spread":0.2017518595370925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045118288","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":[0.9963278,0.0007753615,0.0012947747,0.000040915224,0.00004481952,0.000013355019,0.00010073503,0.00003841969,0.0013637536],"genre_scores_gemma":[0.9976255,0.00020318122,0.00096694916,0.000013784116,0.000008638821,0.0000055672,0.00006174874,0.000007063016,0.0011074075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997931,0.000013614731,0.000011570617,0.00005159299,0.000089169356,0.00004095237],"domain_scores_gemma":[0.99980503,0.000048946982,0.00002134961,0.000025954105,0.00008060279,0.000018162431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014338014,0.00018104553,0.00035473602,0.00023991367,0.00029600595,0.00034845225,0.00039923345,0.00038506492,0.0011434425],"category_scores_gemma":[0.00038220317,0.00014608068,0.00016917654,0.0002955818,0.00019101395,0.00022347666,0.00015412217,0.00038188597,0.00017156238],"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":[0.000115942355,0.000015362059,0.00025978417,0.00005006289,0.0000079799365,0.00008162046,0.00005403645,0.00009773657,0.9964498,0.000067261244,0.000051006344,0.0027494326],"study_design_scores_gemma":[0.0000071408645,0.0000776619,0.003369884,0.000003007834,0.000010759436,0.0000855361,0.000044239863,0.0021952663,0.9933943,0.000019047116,0.000789013,0.0000041213107],"about_ca_topic_score_codex":0.0033984156,"about_ca_topic_score_gemma":0.004129828,"teacher_disagreement_score":0.0033984156,"about_ca_system_score_codex":0.00040727734,"about_ca_system_score_gemma":0.00020148503,"threshold_uncertainty_score":0.0067572594},"labels":[],"label_agreement":null},{"id":"W2045129298","doi":"10.1007/s10800-013-0562-1","title":"Electrochemical properties of electrodeposited nanocrystalline cobalt and cobalt–iron alloys in acidic and alkaline solutions","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"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":"","keywords":"Nanocrystalline material; Cobalt; Dielectric spectroscopy; Materials science; Alloy; Electrochemistry; X-ray photoelectron spectroscopy; Corrosion; Metallurgy; Inorganic chemistry; Chemical engineering; Chemistry; Nanotechnology; Electrode","score_opus":0.004058604650970579,"score_gpt":0.16711591067721146,"score_spread":0.16305730602624088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045129298","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":[0.99456125,0.0018904968,0.0011807468,0.000107632084,0.00010051548,0.000011710921,0.0003068446,0.000043131182,0.0017976074],"genre_scores_gemma":[0.99656564,0.0003912493,0.0007158717,0.000031771142,0.000012737086,0.000006723767,0.00020778191,0.0000091710735,0.0020590497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996824,0.000026377418,0.000027244954,0.00005721191,0.00014116627,0.00006548077],"domain_scores_gemma":[0.99969673,0.00008999049,0.00003050237,0.000025690153,0.00013106783,0.00002600498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021981353,0.00026545825,0.0003337099,0.00022252774,0.0002246692,0.00036404637,0.0004821784,0.0005822689,0.0019581565],"category_scores_gemma":[0.0006629969,0.0001901207,0.00017696994,0.00035235597,0.00023473038,0.0002418735,0.00011755141,0.0004547401,0.00032957064],"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":[0.00044742058,0.000021105214,0.00036996306,0.000075590775,0.000010239321,0.00007857483,0.000051873463,0.00015228917,0.9957451,0.00007388155,0.00012020648,0.002853796],"study_design_scores_gemma":[0.000011418341,0.00009673238,0.0019572838,0.000004169752,0.000011272266,0.000062570834,0.00006101352,0.0012196568,0.99578744,0.00002395562,0.0007598117,0.0000046447],"about_ca_topic_score_codex":0.0035551738,"about_ca_topic_score_gemma":0.004928309,"teacher_disagreement_score":0.0035551738,"about_ca_system_score_codex":0.00044990284,"about_ca_system_score_gemma":0.0002498921,"threshold_uncertainty_score":0.0070689917},"labels":[],"label_agreement":null},{"id":"W2045934052","doi":"10.1007/s10854-007-9341-2","title":"Preparation and characterization of Co–Fe–B thin films produced by electroless deposition","year":2007,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Cobalt; Reducing agent; Nuclear chemistry; Electrochemistry; Boron; Sodium citrate; Sodium hydroxide; Corrosion; Alloy; Ammonium hydroxide; Inorganic chemistry; Metallurgy; Chemical engineering; Chemistry; Electrode","score_opus":0.004096139906167837,"score_gpt":0.23991568970939597,"score_spread":0.23581954980322814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045934052","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":[0.98405343,0.0010362966,0.011908579,0.0001545413,0.000075648546,0.000067845845,0.00038857883,0.00012087035,0.0021941736],"genre_scores_gemma":[0.9833754,0.0004524876,0.012986255,0.000048499274,0.000017288845,0.0000359229,0.0003833867,0.000052293046,0.0026485098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985075,0.000009430941,0.000015621168,0.000033679193,0.00006774411,0.000022787157],"domain_scores_gemma":[0.9996486,0.000081355516,0.00006827054,0.00005436233,0.000118409625,0.000028972152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021033062,0.00020690782,0.00026558936,0.0004041739,0.0003416792,0.00027417744,0.00031884195,0.0004542674,0.00079491787],"category_scores_gemma":[0.0005159058,0.0002868259,0.00011165671,0.00022701199,0.00016231195,0.00024977062,0.00010842846,0.0003835158,0.0002096229],"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":[0.000034505927,0.000011124143,0.00009273202,0.000021988824,0.0000022988875,0.000032766755,0.0000094747975,0.000032994314,0.9988681,0.000019314142,0.000036358808,0.0008383814],"study_design_scores_gemma":[0.0000061130227,0.000026092566,0.0022661013,0.0000025766687,0.0000042077027,0.000058490274,0.0000072817206,0.0004794423,0.9964336,0.000008129019,0.0007060154,0.0000020324312],"about_ca_topic_score_codex":0.0012757186,"about_ca_topic_score_gemma":0.0021468368,"teacher_disagreement_score":0.0012757186,"about_ca_system_score_codex":0.00021786036,"about_ca_system_score_gemma":0.00012399825,"threshold_uncertainty_score":0.0026592612},"labels":[],"label_agreement":null},{"id":"W2046182709","doi":"10.1149/1.1469028","title":"Electrodeposition Science and Technology in the Last Quarter of the Twentieth Century","year":2002,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":143,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Engineering physics; History; Materials science; Engineering; Archaeology","score_opus":0.0029051204210829218,"score_gpt":0.1811854270427165,"score_spread":0.17828030662163358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046182709","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":[0.025862196,0.83887416,0.0033889164,0.059734683,0.0132490685,0.000017863194,0.00013480267,0.000076149496,0.058662146],"genre_scores_gemma":[0.18250862,0.65034646,0.0044891406,0.014682187,0.009286997,0.000033234246,0.00013246266,0.000079945836,0.13844092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919885,0.00009986232,0.00006521919,0.0001606671,0.00034964923,0.00012570836],"domain_scores_gemma":[0.99894625,0.0003562098,0.00012540576,0.00005743362,0.00039851363,0.000116215764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014409834,0.0004808909,0.0005086176,0.0018994586,0.0013713014,0.003808304,0.0005848957,0.0032964356,0.0061942874],"category_scores_gemma":[0.0030563504,0.00023627903,0.00025086178,0.0028251922,0.0037958727,0.004735396,0.0018780913,0.0018837363,0.0012492357],"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":[0.00038438343,0.00013611386,0.0028185928,0.0025349744,0.000059103204,0.0014526249,0.0049900347,0.0012543953,0.013112191,0.32259172,0.09098378,0.5596821],"study_design_scores_gemma":[0.00001589503,0.000049704886,0.0024669063,0.00037247007,0.000011495851,0.00047380067,0.0009929665,0.00025990227,0.0021297012,0.026337743,0.9668656,0.000023869963],"about_ca_topic_score_codex":0.0059581483,"about_ca_topic_score_gemma":0.011042371,"teacher_disagreement_score":0.0061942874,"about_ca_system_score_codex":0.0050811027,"about_ca_system_score_gemma":0.0025477465,"threshold_uncertainty_score":0.03686613},"labels":[],"label_agreement":null},{"id":"W2047591956","doi":"10.1016/j.corsci.2009.06.026","title":"Improving the corrosion and tribocorrosion resistance of Ni–Co nanocrystalline coatings in NaOH solution","year":2009,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Tribocorrosion; Corrosion; Nanocrystalline material; Materials science; Metallurgy; Coating; Electroplating; Grain size; Texture (cosmology); Composite material; Electrochemistry; Layer (electronics); Chemistry; Nanotechnology","score_opus":0.0070927203601091554,"score_gpt":0.22797083450289604,"score_spread":0.22087811414278688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047591956","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":[0.9963715,0.0010447743,0.0013708798,0.000066509056,0.00002733671,0.000010268751,0.000040634888,0.000048183203,0.0010198955],"genre_scores_gemma":[0.99660873,0.00034444497,0.0011439443,0.000015328766,0.0000063387965,0.0000044680487,0.00005358533,0.000013040732,0.0018100603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997656,0.000015824016,0.00002186709,0.0000401452,0.00011109569,0.000045521498],"domain_scores_gemma":[0.99983704,0.000032332042,0.000031482934,0.000025897401,0.00005626856,0.00001702257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017139725,0.00021003284,0.0003084095,0.00013954769,0.00015146207,0.00030975026,0.00038388144,0.00031284627,0.0007762523],"category_scores_gemma":[0.000483696,0.00018835315,0.0001304909,0.00016001305,0.0001283962,0.0002753463,0.00013787283,0.00046167386,0.00019565922],"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":[0.00006742586,0.0000063179614,0.000078600155,0.000033880508,0.00000276955,0.000015239455,0.000014376042,0.00006691345,0.99837315,0.000025051111,0.000031675874,0.0012845857],"study_design_scores_gemma":[0.0000026452105,0.000027972414,0.0003667893,8.7794376e-7,0.0000033506303,0.00001583705,0.0000054335705,0.00057702267,0.9987546,0.0000032628186,0.00024106013,0.00000121748],"about_ca_topic_score_codex":0.0030068893,"about_ca_topic_score_gemma":0.0056795888,"teacher_disagreement_score":0.0030068893,"about_ca_system_score_codex":0.0004036568,"about_ca_system_score_gemma":0.00019380305,"threshold_uncertainty_score":0.005978763},"labels":[],"label_agreement":null},{"id":"W2047694584","doi":"10.1007/s10008-007-0433-y","title":"Optimization of the parameters for nickel electrowinning using interference microscopy and digital image analysis","year":2007,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Electrodeposition and Electroless Coatings","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 Guelph","funders":"","keywords":"Nickel; Electrowinning; Materials science; Scaling; Optical microscope; Interference (communication); Interference microscopy; Analytical Chemistry (journal); Chloride; Microscopy; Chemistry; Metallurgy; Optics; Scanning electron microscope; Mathematics; Composite material; Chromatography; Computer science; Physics; Electrode; Anode; Geometry","score_opus":0.005195160063349066,"score_gpt":0.2442352312837143,"score_spread":0.23904007122036525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047694584","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":[0.6861923,0.003540945,0.29746196,0.00066435314,0.00028071122,0.0008282526,0.00075991685,0.0034923116,0.0067792004],"genre_scores_gemma":[0.77351105,0.0011125981,0.22231722,0.00007678091,0.000021828573,0.00042794374,0.00035734562,0.00060660637,0.0015686305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933416,0.00007951232,0.00010567367,0.00011963119,0.0002800532,0.00008087745],"domain_scores_gemma":[0.99840635,0.0006683402,0.00014662107,0.00020094615,0.0005281881,0.000049559203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252687,0.0009751586,0.000986488,0.0008288011,0.0006132711,0.00103458,0.0009701179,0.00071143947,0.0023907674],"category_scores_gemma":[0.0036932584,0.0006008853,0.00033713708,0.0010843477,0.00038133588,0.0009722497,0.00051711546,0.00067202456,0.00064102956],"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":[0.00026555647,0.0001131185,0.00061306986,0.00040537695,0.00002558701,0.00009201521,0.00011449677,0.0022417475,0.96131986,0.0005421461,0.00056187646,0.033705205],"study_design_scores_gemma":[0.00003328302,0.00010493428,0.0014008346,0.000009686493,0.000023907382,0.00009587188,0.000046325647,0.006949319,0.9890322,0.00014809427,0.0021272064,0.0000284469],"about_ca_topic_score_codex":0.0012866852,"about_ca_topic_score_gemma":0.0035393573,"teacher_disagreement_score":0.0023907674,"about_ca_system_score_codex":0.0008168233,"about_ca_system_score_gemma":0.0007772534,"threshold_uncertainty_score":0.00799793},"labels":[],"label_agreement":null},{"id":"W2048626952","doi":"10.1179/174329407x215320","title":"AFM study of morphological development of zinc electrodeposits","year":2007,"lang":"en","type":"article","venue":"Surface Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"McGill University","funders":"","keywords":"Zinc; Nucleation; Materials science; Atomic force microscopy; Metallurgy; Morphology (biology); Substrate (aquarium); Chemical engineering; Nanotechnology; Chemistry","score_opus":0.006780935277463196,"score_gpt":0.20608700541633085,"score_spread":0.19930607013886764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048626952","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":[0.982228,0.0007118139,0.0090558985,0.00013957475,0.000056129156,0.000024259847,0.0005513644,0.0002187246,0.0070143356],"genre_scores_gemma":[0.98820543,0.00032992236,0.0068160743,0.000048154754,0.000011293673,0.000020892301,0.00038405813,0.000026107235,0.00415806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993825,0.0000026554849,0.0000027352105,0.000012318541,0.00003168722,0.000012371142],"domain_scores_gemma":[0.9999002,0.000026901833,0.000013618437,0.000007691497,0.00003950597,0.000012132222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059876733,0.00017465054,0.000092260525,0.00020306768,0.00015105013,0.00012983198,0.0001840443,0.00021787053,0.0018092301],"category_scores_gemma":[0.0001549512,0.00011168418,0.00007879925,0.00011465916,0.000079716934,0.00012474801,0.00006985112,0.00023560305,0.00028229365],"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":[0.000010964165,0.000004304391,0.0001813436,0.000012670748,0.0000012161812,0.000077259785,0.00001792202,0.00003633183,0.99829644,0.000049859787,0.00006330778,0.001248497],"study_design_scores_gemma":[0.000008566042,0.0000739615,0.024635691,0.000006779167,0.000009202598,0.0004562086,0.000071998635,0.0037052962,0.96781164,0.000079706784,0.0031315195,0.000009437054],"about_ca_topic_score_codex":0.00087182,"about_ca_topic_score_gemma":0.0012431768,"teacher_disagreement_score":0.0018092301,"about_ca_system_score_codex":0.0001535173,"about_ca_system_score_gemma":0.00006481996,"threshold_uncertainty_score":0.006052494},"labels":[],"label_agreement":null},{"id":"W2050608237","doi":"10.3989/revmetalm.0941","title":"Evaluación de resinas de intercambio iónico para el control del hierro en soluciones de electro-obtención de cobre","year":2010,"lang":"es","type":"article","venue":"Revista de Metalurgia","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"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 British Columbia","funders":"","keywords":"Chemistry; Humanities; Art","score_opus":0.006202959323098122,"score_gpt":0.27332730843850944,"score_spread":0.26712434911541133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050608237","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":[0.9876556,0.0037378503,0.006304165,0.00005715217,0.00006904553,0.000119625576,0.0001111875,0.00007719455,0.001868264],"genre_scores_gemma":[0.98244125,0.0024239963,0.0077984724,0.00006680971,0.000024627896,0.00011296164,0.00015352663,0.00009106342,0.0068874205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936527,0.00011070342,0.000035381454,0.00013521459,0.00027269125,0.00008069845],"domain_scores_gemma":[0.9993734,0.00017804932,0.00010020702,0.000058794285,0.0002309927,0.000058648235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074613665,0.00067438843,0.00055409345,0.00025230867,0.0003130814,0.00048326945,0.00025641243,0.0005945502,0.0018313698],"category_scores_gemma":[0.0006690102,0.0002979093,0.0004380293,0.0002356736,0.00030286133,0.0004949949,0.00024983994,0.0005713655,0.0003959119],"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":[0.00014255404,0.00003950663,0.000084670086,0.000094688636,0.000006552647,0.000008891226,0.000024347013,0.00007989141,0.9973941,0.000019416333,0.000010494744,0.0020949284],"study_design_scores_gemma":[0.000007598333,0.00087144616,0.0016349724,0.000008024658,0.00002646889,0.000020045345,0.000027433352,0.00024681,0.9961383,0.000008418949,0.0010039916,0.0000065526215],"about_ca_topic_score_codex":0.00056589727,"about_ca_topic_score_gemma":0.0017692021,"teacher_disagreement_score":0.0018313698,"about_ca_system_score_codex":0.0002962318,"about_ca_system_score_gemma":0.0002576743,"threshold_uncertainty_score":0.0061265826},"labels":[],"label_agreement":null},{"id":"W2050709006","doi":"10.1016/j.jelechem.2008.02.015","title":"Reply to “Remarks on ‘EIS and statistical analysis of copper electrodeposition accounting for multi-component transport and reactions’ [M.E. Huerta Garrido, M.D. Pritzker, J. Electroanal. Chem. 594 (2006) 118]” by A. Lasia","year":2008,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Electrodeposition and Electroless Coatings","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 Waterloo","funders":"","keywords":"Dielectric spectroscopy; Chemistry; Copper; Current (fluid); Electrochemistry; Statistical analysis; State (computer science); Electrical impedance; Analytical Chemistry (journal); Thermodynamics; Physical chemistry; Electrode; Chromatography; Electrical engineering; Organic chemistry; Statistics; Physics; Engineering; Computer science","score_opus":0.007363886273258777,"score_gpt":0.2350295728588709,"score_spread":0.22766568658561215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050709006","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028084303,0.002980931,0.0007104262,0.93902594,0.056251284,0.000011863986,0.0002265988,0.00007687398,0.00043513792],"genre_scores_gemma":[0.0022526383,0.0014222334,0.00083692954,0.95801944,0.03324312,0.00003846028,0.00009190268,0.000067926354,0.0040272735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98910856,0.002423905,0.0018663106,0.0019863476,0.00388651,0.00072842714],"domain_scores_gemma":[0.9469325,0.0305469,0.0039975294,0.0016219968,0.01491633,0.001984735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016068898,0.0020157949,0.0020561158,0.0015845327,0.0041833264,0.0046801143,0.0048900372,0.035809495,0.006033345],"category_scores_gemma":[0.08250377,0.0016696292,0.0023483962,0.0017739006,0.005568731,0.0059403484,0.0032848858,0.048071824,0.008452837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059505863,0.000021237005,0.00021487802,0.00009996854,0.00003620662,0.0001456559,0.00015684302,0.00007847511,0.00031356173,0.0015235826,0.99364907,0.0037010773],"study_design_scores_gemma":[0.00011962906,0.00007658764,0.0024460205,0.00031616955,0.00009546542,0.0005584683,0.00031681184,0.0005964149,0.0024034271,0.010684939,0.9822035,0.00018264318],"about_ca_topic_score_codex":0.0072060516,"about_ca_topic_score_gemma":0.009954627,"teacher_disagreement_score":0.035809495,"about_ca_system_score_codex":0.0035148638,"about_ca_system_score_gemma":0.0052554924,"threshold_uncertainty_score":0.08498144},"labels":[],"label_agreement":null},{"id":"W2051598556","doi":"10.1007/s10853-013-7410-x","title":"Magnetic and interface microstructure contribution to bulk specific heat of nanocrystalline Ni–P alloy","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocrystalline material; Microstructure; Differential scanning calorimetry; Crystallite; Grain size; Analytical Chemistry (journal); Alloy; Atmospheric temperature range; Curie temperature; Grain boundary; Thermodynamics; Metallurgy; Condensed matter physics; Ferromagnetism; Nanotechnology; Chemistry","score_opus":0.0030613250603828113,"score_gpt":0.19475968619449904,"score_spread":0.19169836113411623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051598556","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":[0.99768305,0.00016992097,0.0007193085,0.00002158192,0.0000074981936,0.000004146013,0.00006175254,0.000031592608,0.0013010729],"genre_scores_gemma":[0.9994716,0.000026522608,0.00007559862,0.000002278787,0.0000025612442,0.000001538702,0.00003473809,0.000009446462,0.00037575216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999232,0.0000053258345,0.0000020297696,0.000021595792,0.00002929796,0.000018484583],"domain_scores_gemma":[0.99982846,0.00006293209,0.000020863534,0.000014315098,0.0000611118,0.000012219924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011269106,0.00016531713,0.00019992214,0.00025575171,0.00020280085,0.00028880243,0.00022410398,0.00017996348,0.0014113857],"category_scores_gemma":[0.00042512242,0.000201298,0.000108199994,0.00013941589,0.00027918085,0.00021199005,0.00013759335,0.00019268811,0.00016842663],"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":[0.00053311663,0.000022302282,0.0041577574,0.000055684206,0.000016751686,0.00013009121,0.00008361813,0.0015509572,0.98904896,0.0005542872,0.0001744524,0.0036719928],"study_design_scores_gemma":[0.000029456043,0.00013323473,0.06161159,0.0000064961514,0.00004825111,0.00013711919,0.00012843682,0.03760484,0.8991143,0.0003089426,0.00086303067,0.000014208221],"about_ca_topic_score_codex":0.0040015723,"about_ca_topic_score_gemma":0.005343137,"teacher_disagreement_score":0.0040015723,"about_ca_system_score_codex":0.00053467735,"about_ca_system_score_gemma":0.0002093309,"threshold_uncertainty_score":0.007956505},"labels":[],"label_agreement":null},{"id":"W2052637056","doi":"10.1016/j.intermet.2005.01.004","title":"Reactive oxide-dispersed Ni3Al intermetallic coatings by sediment co-deposition","year":2005,"lang":"en","type":"article","venue":"Intermetallics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Intermetallic; Composite number; Oxide; Ternary operation; Metallurgy; Annealing (glass); Nickel; Deposition (geology); Volume fraction; Chemical engineering; Composite material; Alloy; Sediment","score_opus":0.004665525305622947,"score_gpt":0.21914309738297164,"score_spread":0.2144775720773487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052637056","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":[0.9721204,0.0015599388,0.018114962,0.0001171349,0.00009167232,0.000059922924,0.00009266266,0.0003509313,0.0074923704],"genre_scores_gemma":[0.9851,0.00048389638,0.0075209183,0.000030858206,0.00001635245,0.000019380217,0.00008472498,0.00007103952,0.0066729346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997948,0.000014286876,0.000012994411,0.000055699405,0.00008638971,0.00003584893],"domain_scores_gemma":[0.99992764,0.000011971484,0.000017879018,0.000015459635,0.000017932722,0.0000092076125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014423112,0.0003935921,0.0003801798,0.0002936958,0.00025354093,0.00045935277,0.00037123568,0.0002380464,0.0010032825],"category_scores_gemma":[0.00017640117,0.00028699494,0.00012675843,0.00027401568,0.00026676463,0.00028229822,0.00036535534,0.00044800952,0.00044954335],"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":[0.000025644124,0.000008083515,0.000043613305,0.000030624924,0.0000026234072,0.00002156842,0.000022720256,0.00009819996,0.997603,0.00017439548,0.00005646398,0.001912943],"study_design_scores_gemma":[0.0000047914614,0.0000139736,0.00018840829,9.415693e-7,0.0000029009982,0.000015225476,0.0000068901822,0.0006669342,0.9983966,0.0000117124055,0.00069028535,0.0000013897429],"about_ca_topic_score_codex":0.0014310401,"about_ca_topic_score_gemma":0.00591667,"teacher_disagreement_score":0.0014310401,"about_ca_system_score_codex":0.00046481678,"about_ca_system_score_gemma":0.00021619335,"threshold_uncertainty_score":0.0033724904},"labels":[],"label_agreement":null},{"id":"W2052843388","doi":"10.1149/1.1467942","title":"Low and High Frequency Pulse Current Plating of Copper onto a Rotating Disk Electrode","year":2002,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":28,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Plating (geology); Copper; Electrochemistry; Capacitance; Analytical Chemistry (journal); Materials science; Chemistry; Low frequency; Pulse (music); Metallurgy; Voltage; Electrical engineering","score_opus":0.005363027514751164,"score_gpt":0.1979518119437787,"score_spread":0.19258878442902755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052843388","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":[0.10060147,0.000982999,0.8873737,0.0002401765,0.000056914978,0.00012858714,0.00023894849,0.00057492073,0.009802244],"genre_scores_gemma":[0.8816153,0.0014213438,0.10086511,0.00009602917,0.000030900916,0.00035126702,0.00029941913,0.000111067915,0.015209566],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974126,0.00004347117,0.000012502932,0.00005476776,0.00012509545,0.000022815691],"domain_scores_gemma":[0.9997787,0.000106458654,0.000034618773,0.000031822583,0.00004105486,0.000007471969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004252882,0.000577142,0.0005545499,0.00034063208,0.00019057788,0.0005816513,0.0013151198,0.0007846498,0.001197591],"category_scores_gemma":[0.0010186761,0.00026891887,0.0005466763,0.0003109127,0.0004499335,0.0007403821,0.0002882789,0.0005907214,0.000528756],"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":[0.00009552418,0.000079629295,0.0009841672,0.00036538762,0.00003217302,0.00022529994,0.00011094586,0.8681616,0.08429572,0.01952796,0.00072686386,0.02539475],"study_design_scores_gemma":[0.0000070312954,0.000049052916,0.00023952936,0.0000038225976,0.0000063451985,0.00006253981,0.0000051691236,0.9904089,0.007080394,0.001360739,0.00076980435,0.000006634755],"about_ca_topic_score_codex":0.0025575382,"about_ca_topic_score_gemma":0.001853931,"teacher_disagreement_score":0.0025575382,"about_ca_system_score_codex":0.00091160036,"about_ca_system_score_gemma":0.0005565706,"threshold_uncertainty_score":0.006614089},"labels":[],"label_agreement":null},{"id":"W2054218457","doi":"10.1007/s10800-005-9000-3","title":"Copper electrodeposition in sulphate solutions in the presence of benzotriazole","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":37,"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":"Benzotriazole; Plating (geology); Copper plating; Dissolution; Copper; Chemistry; Corrosion; Electrochemistry; Metallurgy; Cathodic protection; Materials science; Inorganic chemistry; Electrode; Electroplating; Layer (electronics); Organic chemistry","score_opus":0.00467756921622373,"score_gpt":0.19857276600771098,"score_spread":0.19389519679148726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054218457","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":[0.9869034,0.002823113,0.0046755206,0.00024735095,0.00013359169,0.000040547104,0.00016100869,0.00017259286,0.00484289],"genre_scores_gemma":[0.99069047,0.0014457398,0.0032036896,0.000038741455,0.000037035283,0.0000142664085,0.00015729242,0.000020359334,0.0043923776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995197,0.00008857177,0.000037556692,0.00007364136,0.00018756135,0.00009295832],"domain_scores_gemma":[0.9996846,0.00011258173,0.0000467508,0.00004261648,0.00008667138,0.00002688572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032975292,0.00031627677,0.00045869948,0.00027911883,0.0003786361,0.00041779262,0.0007129157,0.0006357263,0.0012800229],"category_scores_gemma":[0.00060824724,0.0003648023,0.00015989119,0.0004950558,0.0003045172,0.00028930453,0.00024467448,0.000537228,0.0005143265],"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":[0.000118208096,0.00000819808,0.000090007336,0.000060933446,0.000004687632,0.000075929,0.000046692254,0.00004200722,0.9978739,0.000060644335,0.00007088925,0.0015479784],"study_design_scores_gemma":[0.0000070528476,0.00007791458,0.0005682165,0.0000032004984,0.000006259439,0.000059236198,0.000019614257,0.00030921111,0.9984302,0.000013032635,0.0005041174,0.0000019833117],"about_ca_topic_score_codex":0.0025557384,"about_ca_topic_score_gemma":0.0065656644,"teacher_disagreement_score":0.0025557384,"about_ca_system_score_codex":0.0005394166,"about_ca_system_score_gemma":0.00038791465,"threshold_uncertainty_score":0.005081713},"labels":[],"label_agreement":null},{"id":"W2054340256","doi":"10.1007/s11085-013-9453-4","title":"High Temperature Oxidation of Nickel-Based Cermet Coatings Composed of Al2O3 and TiO2 Nanosized Particles","year":2013,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":11,"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; University of Calgary","keywords":"Cermet; Materials science; Nickel; Corrosion; Metallurgy; Energy-dispersive X-ray spectroscopy; Chemical engineering; Ceramic; Spectroscopy; Combustion; Oxidation process; Composite material; Scanning electron microscope; Chemistry","score_opus":0.004614121234862643,"score_gpt":0.18781909806104335,"score_spread":0.1832049768261807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054340256","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":[0.9970944,0.0004196208,0.0010315467,0.00002051088,0.000024472904,0.0000069609414,0.000048515863,0.000040486062,0.0013134197],"genre_scores_gemma":[0.9974222,0.00014365699,0.0008553077,0.00000877089,0.0000036949148,0.0000033786205,0.000081990314,0.000013854298,0.0014671441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985373,0.000010009521,0.000010967589,0.000031276428,0.000053310057,0.00004066941],"domain_scores_gemma":[0.9999182,0.000014224602,0.000016993767,0.000015147036,0.000025399264,0.000009919506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015150207,0.00021401486,0.0002774016,0.0001640928,0.00013569742,0.00022621943,0.00028758,0.00026880146,0.00062739674],"category_scores_gemma":[0.00019517736,0.00017615543,0.0002652576,0.00011891751,0.00014783931,0.00019596297,0.0001816729,0.0003243465,0.00018144422],"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":[0.000083002524,0.0000057706943,0.00007590461,0.000035446774,0.000005312214,0.00003654792,0.000019508254,0.000054333457,0.99902236,0.0000355401,0.000029814355,0.0005963099],"study_design_scores_gemma":[0.0000028915679,0.000036652804,0.00069633883,0.0000010377291,0.000004583495,0.000029053796,0.000010229731,0.00046630265,0.9984926,0.0000065919794,0.00025209237,0.0000015371801],"about_ca_topic_score_codex":0.00082592934,"about_ca_topic_score_gemma":0.0019188775,"teacher_disagreement_score":0.00082592934,"about_ca_system_score_codex":0.00025893474,"about_ca_system_score_gemma":0.00016162284,"threshold_uncertainty_score":0.0020988584},"labels":[],"label_agreement":null},{"id":"W2054343200","doi":"10.1016/j.apsusc.2013.04.067","title":"Synthesis of functionally graded nano Al2O3–Ni composite coating by pulse electrodeposition","year":2013,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":97,"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 Saskatchewan","funders":"","keywords":"Microstructure; Materials science; Composite number; Nanocomposite; Composite material; Coating; Nano-; Nickel; Texture (cosmology); Duty cycle; Metallurgy; Voltage","score_opus":0.003980117732561013,"score_gpt":0.1820720421047796,"score_spread":0.17809192437221857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054343200","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":[0.9661315,0.0011933674,0.021250017,0.00009839903,0.00016431861,0.000086250846,0.0003135817,0.00050728436,0.010255253],"genre_scores_gemma":[0.98497,0.00027385674,0.011723564,0.00003276987,0.000010029746,0.000025220766,0.0001048984,0.000037011192,0.002822808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999114,0.0000036039548,0.0000065045515,0.000022361646,0.000037230744,0.00001888829],"domain_scores_gemma":[0.9999372,0.0000067625797,0.0000117694635,0.000010856899,0.000020850524,0.000012581666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007760231,0.00024397028,0.00024700598,0.0002239978,0.00017327712,0.0002564755,0.00032225027,0.00021578929,0.0008546046],"category_scores_gemma":[0.00013281238,0.00017939792,0.00013377723,0.0001872451,0.00013091491,0.00018132245,0.00017300568,0.00035524773,0.00027709547],"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":[0.000014949408,0.0000049063356,0.000028690069,0.00002482251,0.0000020208993,0.000018493605,0.000008529752,0.000046894493,0.9983412,0.0000606927,0.000036377387,0.0014123545],"study_design_scores_gemma":[0.0000034172792,0.000021126003,0.00049813715,0.0000012492338,0.0000040837626,0.000022118229,0.0000065001996,0.0007743052,0.99768937,0.000018904513,0.0009584673,0.0000022892696],"about_ca_topic_score_codex":0.00077047927,"about_ca_topic_score_gemma":0.0032694936,"teacher_disagreement_score":0.0008546046,"about_ca_system_score_codex":0.00030243892,"about_ca_system_score_gemma":0.00016141155,"threshold_uncertainty_score":0.0028589368},"labels":[],"label_agreement":null},{"id":"W2059610156","doi":"10.1149/1.1940827","title":"Masked Electrodeposition of a Composition-Spread Library of Sn-Zn Alloys onto a 64-Channel Combinatorial Cell Plate","year":2005,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrode; Electrochemistry; Materials science; Composition (language); Alloy; Metal; Binary number; Chemical engineering; Nanotechnology; Metallurgy; Chemistry; Mathematics; Engineering","score_opus":0.0031139325305017066,"score_gpt":0.17820687378758374,"score_spread":0.17509294125708202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059610156","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":[0.9554544,0.0003156698,0.039835,0.00007186839,0.00006626701,0.00019741419,0.0005874911,0.00062674773,0.0028451376],"genre_scores_gemma":[0.86755943,0.0005940016,0.12230399,0.000086908214,0.000023623188,0.0003178249,0.001163073,0.00010738683,0.007843922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972194,0.000021862821,0.000020182717,0.00007984262,0.00012514435,0.00003102261],"domain_scores_gemma":[0.9998362,0.00004582938,0.00002306407,0.00004067544,0.000032613207,0.000021428259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014117827,0.00036188195,0.00043658697,0.00034705206,0.00021296267,0.00043866737,0.00054164696,0.00020931652,0.001991195],"category_scores_gemma":[0.00034398207,0.00022566406,0.00020460755,0.00035537034,0.00014132952,0.00021469196,0.00040052918,0.00025755248,0.0008759792],"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":[0.00003897347,0.000021930042,0.00014513789,0.000020289712,0.000004598655,0.00003203957,0.000009438715,0.00026066336,0.99595946,0.000069440364,0.000044208955,0.0033938687],"study_design_scores_gemma":[0.000007244182,0.0001390399,0.0006954249,0.0000018487776,0.000011113366,0.00007260585,0.000013579177,0.002921152,0.9952099,0.00004229673,0.0008802417,0.0000055037617],"about_ca_topic_score_codex":0.0004577475,"about_ca_topic_score_gemma":0.0012704101,"teacher_disagreement_score":0.001991195,"about_ca_system_score_codex":0.00018509544,"about_ca_system_score_gemma":0.00032776612,"threshold_uncertainty_score":0.0066611767},"labels":[],"label_agreement":null},{"id":"W2060109581","doi":"10.1021/la0497301","title":"Parametric Study on Electrochemical Deposition of Copper Nanoparticles on an Ultrathin Polypyrrole Film Deposited on a Gold Film Electrode","year":2004,"lang":"en","type":"article","venue":"Langmuir","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":106,"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 Waterloo","funders":"","keywords":"Materials science; Copper; Electrode; Nanocrystal; Electrochemistry; Electrolyte; Chemical engineering; Deposition (geology); Colloidal gold; Nanoparticle; Thin film; Polypyrrole; Nanotechnology; Substrate (aquarium); Metallurgy; Chemistry","score_opus":0.006949718570770818,"score_gpt":0.2237037560608253,"score_spread":0.21675403749005448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060109581","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":[0.9886501,0.00045122777,0.007983298,0.0001215522,0.00004754618,0.000043475316,0.00018720707,0.00017360035,0.0023420409],"genre_scores_gemma":[0.9919127,0.000301458,0.006338748,0.000016565316,0.000012836565,0.000033345725,0.00006914345,0.000016202473,0.0012988225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996251,0.000024594146,0.00001602134,0.00010244698,0.00017377778,0.000058126992],"domain_scores_gemma":[0.9995401,0.00017885481,0.00006945905,0.000089756046,0.000094478164,0.000027416216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489775,0.00036353897,0.00047995374,0.00018184657,0.00023324479,0.00039909402,0.0008364437,0.00051168766,0.0013534237],"category_scores_gemma":[0.00082480273,0.000305776,0.00024321151,0.00032685028,0.00032179928,0.0003595133,0.000271958,0.00041724855,0.00023519949],"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":[0.000047329704,0.000019144825,0.00017725948,0.000053829834,0.000006014864,0.00013426623,0.000056090932,0.0002963237,0.9962645,0.00013081817,0.000062613115,0.0027517173],"study_design_scores_gemma":[0.000010102939,0.00015995924,0.0016566741,0.0000037878006,0.0000076204933,0.00014101875,0.000033716668,0.0057160687,0.9913965,0.0000484192,0.0008180026,0.000008209465],"about_ca_topic_score_codex":0.0007662205,"about_ca_topic_score_gemma":0.0008184762,"teacher_disagreement_score":0.0013534237,"about_ca_system_score_codex":0.0004554205,"about_ca_system_score_gemma":0.00016148435,"threshold_uncertainty_score":0.0045276284},"labels":[],"label_agreement":null},{"id":"W2060528362","doi":"10.1007/s11664-009-0964-3","title":"Conductive Anodic Filament (CAF) Formation Part I: the Influence of Water-Soluble Flux on Its Formation","year":2009,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada); University of Toronto","funders":"","keywords":"Epoxy; Anode; X-ray photoelectron spectroscopy; Materials science; Copper; Composite material; Polyethylene; Cathode; Scanning electron microscope; Energy-dispersive X-ray spectroscopy; Relative humidity; Polymer; Chemical engineering; Polymer chemistry; Chemistry; Metallurgy; Electrode","score_opus":0.01039274634066576,"score_gpt":0.22164591625777832,"score_spread":0.21125316991711257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060528362","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":[0.99026346,0.0025315827,0.003410825,0.00013421229,0.000060958795,0.00005257062,0.00033550145,0.000085785185,0.0031252587],"genre_scores_gemma":[0.9949325,0.00092587253,0.0022691379,0.000029746321,0.000013985192,0.000023702314,0.00032845215,0.00003121904,0.0014454128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999859,0.00001830873,0.000011993105,0.00003734803,0.00003255087,0.000040779607],"domain_scores_gemma":[0.9997061,0.00016050281,0.000043226395,0.000025513184,0.00004641524,0.000018246148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002518681,0.00025685408,0.00025122368,0.00017832691,0.0003457214,0.000343927,0.00030402376,0.00037286745,0.0022494723],"category_scores_gemma":[0.0006407214,0.0001319569,0.00023654233,0.00019705702,0.00024171743,0.00045152774,0.0001574732,0.00028545997,0.0002498092],"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":[0.00021576004,0.000024090357,0.00027773232,0.00012371567,0.0000069923985,0.00008207427,0.000077363555,0.00012976682,0.994735,0.0002772962,0.00021010914,0.0038401536],"study_design_scores_gemma":[0.0000063203092,0.00009552284,0.0011413447,0.000004285513,0.0000063538873,0.000038664122,0.000016625392,0.00041979572,0.9971643,0.000028334063,0.0010752322,0.0000032594164],"about_ca_topic_score_codex":0.0019820065,"about_ca_topic_score_gemma":0.0010703161,"teacher_disagreement_score":0.0022494723,"about_ca_system_score_codex":0.00030316727,"about_ca_system_score_gemma":0.00021223312,"threshold_uncertainty_score":0.007525265},"labels":[],"label_agreement":null},{"id":"W2060681766","doi":"10.1016/j.ijhydene.2013.11.117","title":"Hydrogen solubility in PdCuAu alloy thin films prepared by electrodeposition","year":2014,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"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":"Alloy; Annealing (glass); Solubility; Materials science; Scanning electron microscope; Cubic crystal system; Hydrogen; Hydrogen storage; Thin film; Microstructure; Analytical Chemistry (journal); Crystallography; Chemical engineering; Metallurgy; Chemistry; Nanotechnology; Physical chemistry; Composite material; Chromatography","score_opus":0.0031549171346054857,"score_gpt":0.20166938881093366,"score_spread":0.19851447167632819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060681766","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":[0.99513865,0.0012701447,0.0012428969,0.00006855963,0.000021791435,0.000007164436,0.00012375631,0.000037105016,0.002089899],"genre_scores_gemma":[0.9973749,0.00039707194,0.0007655073,0.000012099988,0.0000058272935,0.00000516278,0.0000972875,0.000013999737,0.0013281036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999039,0.000011007057,0.000005900346,0.00002153491,0.000033133645,0.00002437713],"domain_scores_gemma":[0.99992967,0.000024499745,0.000010303604,0.0000060732104,0.000023880182,0.000005691265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113903094,0.00018401763,0.0002251603,0.00020595988,0.00026680532,0.0003554979,0.00024907195,0.00026849768,0.00096525915],"category_scores_gemma":[0.00022893563,0.00021846233,0.00007926259,0.00018908065,0.00017730454,0.00034973788,0.00015188739,0.00032664,0.00018548555],"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":[0.000074725715,0.000004666849,0.00009012739,0.000037302598,0.0000037023658,0.00004502428,0.000033194836,0.000072968105,0.99836856,0.00010445652,0.00004183482,0.0011233974],"study_design_scores_gemma":[0.0000019299794,0.000016331862,0.00023646039,0.000001394241,0.0000018441158,0.0000108706845,0.0000122750025,0.00034026467,0.99906176,0.000011055192,0.00030492755,9.836625e-7],"about_ca_topic_score_codex":0.001564627,"about_ca_topic_score_gemma":0.0020769453,"teacher_disagreement_score":0.001564627,"about_ca_system_score_codex":0.00036052646,"about_ca_system_score_gemma":0.00012847617,"threshold_uncertainty_score":0.0032291412},"labels":[],"label_agreement":null},{"id":"W2063494769","doi":"10.1002/cjce.5450800315","title":"Modeling of a process for removal of metal ions by electromigration and electrodeposition","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electromigration; Nickel; Metal; Plating (geology); Thermal diffusivity; Copper; Impurity; Phosphoric acid; Chromium; Materials science; Mass transfer; Analytical Chemistry (journal); Reaction rate constant; Metallurgy; Metal ions in aqueous solution; Ion; Inorganic chemistry; Chemistry; Thermodynamics; Composite material; Kinetics; Chromatography","score_opus":0.006416733899040862,"score_gpt":0.17798311730212257,"score_spread":0.17156638340308172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063494769","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":[0.100534804,0.0012639259,0.8852583,0.00045193633,0.00007861014,0.00016762599,0.00034085324,0.0005517677,0.011352164],"genre_scores_gemma":[0.88285923,0.0017510317,0.087392114,0.000107677144,0.000032229014,0.0007245207,0.00035661532,0.000110405075,0.026666151],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980634,0.00003702502,0.000010811775,0.000042634518,0.00007333339,0.000029820687],"domain_scores_gemma":[0.9998155,0.000093221475,0.000026513297,0.000011139304,0.000046073,0.000007608497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038057705,0.0006793086,0.0006995435,0.00039781543,0.00037955694,0.00086805667,0.0014377376,0.0013342204,0.0015727924],"category_scores_gemma":[0.0006160118,0.000533037,0.00078489335,0.00031057082,0.0004595323,0.00081446476,0.0003726622,0.0005993067,0.00063465995],"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":[0.000034933266,0.000037993977,0.00031879396,0.00012611748,0.000024459741,0.0001148946,0.000050683262,0.9684116,0.019261945,0.0069201365,0.0002517667,0.004446736],"study_design_scores_gemma":[0.0000073157903,0.00002272513,0.000100219404,0.0000040033738,0.000006147572,0.000028598372,0.000004548221,0.9956468,0.0027898073,0.0006438114,0.00074094284,0.0000050083518],"about_ca_topic_score_codex":0.010454755,"about_ca_topic_score_gemma":0.0045300615,"teacher_disagreement_score":0.010454755,"about_ca_system_score_codex":0.0013485965,"about_ca_system_score_gemma":0.0010085218,"threshold_uncertainty_score":0.020787776},"labels":[],"label_agreement":null},{"id":"W2067190797","doi":"10.1021/jp0269524","title":"Growth Mechanisms of Copper Nanocrystals on Thin Polypyrrole Films by Electrochemistry","year":2003,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":68,"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 Waterloo","funders":"","keywords":"Nanocrystal; Copper; Materials science; X-ray photoelectron spectroscopy; Polypyrrole; Nanostructure; Electrochemistry; Oxide; Chemical engineering; Electrode; Thin film; Nanotechnology; Nanowire; Analytical Chemistry (journal); Metallurgy; Chemistry; Physical chemistry","score_opus":0.0024862983220815173,"score_gpt":0.18212295870159703,"score_spread":0.1796366603795155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067190797","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":[0.9866043,0.0016872651,0.007984435,0.00012470012,0.00004433097,0.000050426475,0.00013851759,0.00015102854,0.0032150343],"genre_scores_gemma":[0.9850578,0.0010796654,0.01092848,0.000025465051,0.00001388916,0.000034042714,0.000132509,0.000032927524,0.0026953537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999833,0.000013791147,0.000010731331,0.00004157875,0.000070207614,0.000030647636],"domain_scores_gemma":[0.99976164,0.00008369778,0.00004809931,0.00003633484,0.000049402748,0.000020778665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018175486,0.0003156201,0.00025121577,0.00018978056,0.0002125385,0.0003581702,0.00053000485,0.0003459413,0.0005715458],"category_scores_gemma":[0.0004103688,0.00036643565,0.00020513067,0.000104736464,0.0002489518,0.0003608077,0.00017914853,0.00034064785,0.00021328719],"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":[0.000014238936,0.0000052988007,0.00006028924,0.000037922837,0.0000023197167,0.000059970866,0.000018782603,0.00014076331,0.99844044,0.00019105323,0.000032863958,0.0009961342],"study_design_scores_gemma":[0.0000055754203,0.000026841539,0.00055556896,0.0000031006095,0.0000036852161,0.00009204934,0.000007847644,0.002243423,0.9963432,0.000044069366,0.00067105604,0.0000035118364],"about_ca_topic_score_codex":0.0013787787,"about_ca_topic_score_gemma":0.0016660882,"teacher_disagreement_score":0.0013787787,"about_ca_system_score_codex":0.0005500357,"about_ca_system_score_gemma":0.00015710125,"threshold_uncertainty_score":0.0039907694},"labels":[],"label_agreement":null},{"id":"W2069745686","doi":"10.2320/matertrans.46.2169","title":"Effect of Zincate Treatment on Adhesion of Electroless Ni&amp;ndash;P Plated Film for 2017 Aluminum Alloy","year":2005,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Metals (Canada)","funders":"","keywords":"Zincate; Adhesion; Materials science; Substrate (aquarium); Aluminium; Zinc; Alloy; Plating (geology); Metallurgy; Composite material","score_opus":0.009355862577043331,"score_gpt":0.24437175177911807,"score_spread":0.23501588920207475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069745686","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":[0.9973954,0.0010576232,0.0008476008,0.00003409029,0.000038276696,0.0000143794505,0.00005630416,0.000017687364,0.00053866656],"genre_scores_gemma":[0.9963586,0.0006086947,0.0014399561,0.000024942095,0.000008629216,0.000010585318,0.000075777774,0.000016961521,0.0014558701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998017,0.000020927739,0.000022854787,0.000047240792,0.00006226597,0.000045025146],"domain_scores_gemma":[0.9997433,0.0000787111,0.00004321935,0.00003340296,0.000073336385,0.000028016182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015286494,0.00042785163,0.0003804457,0.00020431688,0.00027743488,0.00032156895,0.0003454822,0.00029645837,0.0011424364],"category_scores_gemma":[0.00044474122,0.00030463305,0.0003060665,0.00022137606,0.00016334504,0.0002456621,0.0002431967,0.00036063368,0.00024077989],"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":[0.000119789576,0.000023077266,0.00033869612,0.00007476364,0.000014939956,0.00006992691,0.000048297094,0.00006389471,0.9973598,0.000011749117,0.000017931365,0.0018569259],"study_design_scores_gemma":[0.000004739748,0.0001347244,0.0018920179,0.0000028303898,0.000015341458,0.000020109544,0.000027509355,0.00024113315,0.99738926,0.000003608401,0.00026549018,0.0000032917744],"about_ca_topic_score_codex":0.0017905274,"about_ca_topic_score_gemma":0.003996556,"teacher_disagreement_score":0.0017905274,"about_ca_system_score_codex":0.00021114179,"about_ca_system_score_gemma":0.00014205858,"threshold_uncertainty_score":0.0038218498},"labels":[],"label_agreement":null},{"id":"W2070375485","doi":"10.1016/j.hydromet.2009.10.005","title":"Monitoring the quality of copper deposition by statistical and frequency analyses of electrochemical noise","year":2009,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","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":"Hydro-Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thiourea; Electrochemical noise; Chemistry; Copper; Electrolyte; Electrochemistry; Electrowinning; Grain size; Cathodic protection; Analytical Chemistry (journal); Metallurgy; Electrode; Materials science; Chromatography","score_opus":0.016684526472601307,"score_gpt":0.2938221688939612,"score_spread":0.27713764242135985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070375485","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":[0.8540922,0.00040797368,0.14285421,0.00009421822,0.000051938892,0.000030303314,0.00028706642,0.00055739656,0.0016246971],"genre_scores_gemma":[0.98612714,0.00011279163,0.012950489,0.000021232005,0.000024685474,0.000015192479,0.00015330345,0.000046147707,0.0005489393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991673,0.00015480966,0.0000393032,0.00015412952,0.00043607334,0.000048387945],"domain_scores_gemma":[0.9969741,0.0013055609,0.0004985017,0.00033295658,0.0008427296,0.00004611805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007296917,0.00027192067,0.00022299455,0.0011484808,0.00020697588,0.00034960403,0.0005193279,0.00036578331,0.0004885959],"category_scores_gemma":[0.0038687035,0.0001944479,0.00015137038,0.00085293927,0.0003717455,0.00027671875,0.00022580934,0.0002826241,0.00017807593],"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":[0.0008636063,0.00015223262,0.060654983,0.00021478417,0.0001507499,0.00022825965,0.00041541568,0.00854826,0.81361264,0.0013062115,0.0006792744,0.1131737],"study_design_scores_gemma":[0.000024498919,0.00056303083,0.124390714,0.000016334869,0.000107593005,0.0006853199,0.00011811789,0.101292826,0.7694433,0.000906288,0.0023895733,0.0000624748],"about_ca_topic_score_codex":0.00086646137,"about_ca_topic_score_gemma":0.0014914299,"teacher_disagreement_score":0.0011484808,"about_ca_system_score_codex":0.00025739463,"about_ca_system_score_gemma":0.0001843673,"threshold_uncertainty_score":0.0038590431},"labels":[],"label_agreement":null},{"id":"W2070672227","doi":"10.4028/www.scientific.net/msf.706-709.1618","title":"Electrodeposited Nanocrystalline Ni-Fe with Banded Structure","year":2012,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 Toronto","funders":"","keywords":"Nanocrystalline material; Materials science; Electron backscatter diffraction; Grain growth; Annealing (glass); Microstructure; Crystallography; Texture (cosmology); Grain size; Metallurgy; Impurity; Alloy; Abnormal grain growth; Nanotechnology; Chemistry","score_opus":0.0028466033908778427,"score_gpt":0.18440766830987393,"score_spread":0.1815610649189961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070672227","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":[0.9961449,0.00034006583,0.0011758248,0.000030157327,0.000023390523,0.000017300134,0.0004167273,0.00013913974,0.0017125387],"genre_scores_gemma":[0.9935853,0.00016520766,0.0034376848,0.00001193989,0.000004765316,0.00001782304,0.00044412172,0.000045495668,0.0022877895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991536,0.0000031188742,0.000005270562,0.000030136092,0.00002673941,0.000019420359],"domain_scores_gemma":[0.9999182,0.000014227235,0.000016044067,0.00001654463,0.000021427688,0.000013501597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007122966,0.00021331018,0.00025733598,0.00023580216,0.0001890392,0.00023838074,0.00038268024,0.0002938798,0.0010259027],"category_scores_gemma":[0.00016674354,0.00018432229,0.0001210667,0.00023972162,0.0001199905,0.0001935292,0.00010831024,0.0002110967,0.00023967521],"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":[0.000047921065,0.000010193306,0.00015078003,0.000029521649,0.0000030251535,0.00008680735,0.000010309391,0.00017096243,0.99860567,0.000026239875,0.000038632003,0.000819963],"study_design_scores_gemma":[0.000007774971,0.000080252445,0.0034364194,0.0000027600345,0.000007606918,0.000090046895,0.000011903495,0.0013602331,0.99388945,0.000009669142,0.0011011664,0.0000026231305],"about_ca_topic_score_codex":0.0027003775,"about_ca_topic_score_gemma":0.006604394,"teacher_disagreement_score":0.0027003775,"about_ca_system_score_codex":0.00048640443,"about_ca_system_score_gemma":0.000121337034,"threshold_uncertainty_score":0.005369365},"labels":[],"label_agreement":null},{"id":"W2073085106","doi":"10.1021/cm035306u","title":"Electroplating of Nanocrystalline CoFeNi Soft Magnetic Thin Films from a Stable Citrate-Based Bath","year":2004,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":34,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electroplating; Materials science; Nanocrystalline material; Thin film; Plating (geology); Fabrication; Current density; Grain size; Metallurgy; Chemical engineering; Nanotechnology; Layer (electronics)","score_opus":0.0040443372890521054,"score_gpt":0.17322791835190385,"score_spread":0.16918358106285175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073085106","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":[0.99331206,0.000833887,0.0035466992,0.000056861325,0.00003430758,0.000041109073,0.00011541898,0.000074411866,0.0019852307],"genre_scores_gemma":[0.98617965,0.00079086336,0.009780395,0.000034574372,0.000007520391,0.00003689113,0.00014157576,0.000049154572,0.0029793663],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998864,0.0000050737162,0.0000076721235,0.00003065509,0.000046459754,0.000023790659],"domain_scores_gemma":[0.99982005,0.0000405539,0.00004266349,0.000022823973,0.000050871564,0.000023083549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010031288,0.00026605622,0.00032268037,0.00023346084,0.00016805143,0.00023141465,0.0003289676,0.00024368687,0.00067822146],"category_scores_gemma":[0.00026472856,0.00025563448,0.00011341376,0.00018005238,0.00015352842,0.00016952404,0.00017021954,0.00026566812,0.00023209855],"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":[0.000016433552,0.0000033076017,0.00005271033,0.00002517072,0.0000013297607,0.000030458838,0.000010937025,0.00002936753,0.9991253,0.000019563851,0.000018089826,0.00066744443],"study_design_scores_gemma":[0.0000026150733,0.000020504513,0.00040424694,0.0000015801584,0.000002201638,0.000026478743,0.000005582043,0.00027921726,0.9990231,0.0000026860232,0.00023072549,0.0000011341408],"about_ca_topic_score_codex":0.0022165258,"about_ca_topic_score_gemma":0.0065540983,"teacher_disagreement_score":0.0022165258,"about_ca_system_score_codex":0.00046111442,"about_ca_system_score_gemma":0.00022591616,"threshold_uncertainty_score":0.004407227},"labels":[],"label_agreement":null},{"id":"W2074017071","doi":"10.1007/s11085-006-9040-z","title":"Carburization Behavior of Electrodeposited Ni3 Al–CeO2-Base Coatings on Fe–Ni–Cr Alloys","year":2007,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Intermetallic; Metallurgy; Alloy; Carbon fibers; Coating; Deposition (geology); Carburizing; Chemical engineering; Composite material; Composite number","score_opus":0.008039966262830527,"score_gpt":0.2335916474331842,"score_spread":0.22555168117035368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074017071","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":[0.99721044,0.0009236705,0.00040090937,0.000023774372,0.000024982544,0.000007654262,0.00009139168,0.000036434627,0.0012807242],"genre_scores_gemma":[0.99778986,0.00026835082,0.000436899,0.000013446891,0.0000073882993,0.0000037909383,0.00011320486,0.000012554289,0.0013544764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999783,0.000013634135,0.000013141739,0.000044791494,0.00008283393,0.000062683655],"domain_scores_gemma":[0.9998067,0.000055131844,0.000027536507,0.000028545071,0.00006278069,0.000019282683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731506,0.0003012194,0.00036750548,0.0003053623,0.00023622725,0.0003225693,0.0004671492,0.00035692027,0.0013944953],"category_scores_gemma":[0.00046757245,0.00019857044,0.00022363504,0.00023617745,0.00021814469,0.00026004534,0.00015887296,0.00038287236,0.00024344817],"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":[0.00025871568,0.000018180792,0.00027140955,0.000053712625,0.000009043517,0.00007046683,0.000058816237,0.00015058708,0.99732673,0.00004743071,0.00007056245,0.0016643786],"study_design_scores_gemma":[0.0000053679096,0.00005960443,0.0024337228,0.0000033183135,0.000006199101,0.000024872359,0.000022717468,0.0008724544,0.99611926,0.000005888674,0.00044359185,0.0000030601357],"about_ca_topic_score_codex":0.0041656867,"about_ca_topic_score_gemma":0.005150123,"teacher_disagreement_score":0.0041656867,"about_ca_system_score_codex":0.0004796085,"about_ca_system_score_gemma":0.00014301733,"threshold_uncertainty_score":0.00828284},"labels":[],"label_agreement":null},{"id":"W2075321243","doi":"10.1103/physrevlett.85.2985","title":"Selective High-Resolution Electrodeposition on Semiconductor Defect Patterns","year":2000,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Semiconductor; Electrochemistry; Polarization (electrochemistry); Electrolyte; Schottky barrier; Optoelectronics; Schottky diode; Substrate (aquarium); Deposition (geology); Electrode; Cathodic protection; Voltage; Nanotechnology; Diode; Chemistry; Electrical engineering","score_opus":0.0053394137093741535,"score_gpt":0.2232116679088658,"score_spread":0.21787225419949163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075321243","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":[0.7405841,0.003094336,0.24307762,0.00049965037,0.00018674649,0.000101225436,0.00057063194,0.0018200459,0.010065647],"genre_scores_gemma":[0.867293,0.0016467057,0.12493343,0.00016333393,0.00004667334,0.00007695544,0.00030135337,0.00011560171,0.005423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998541,0.0000085924785,0.000008086833,0.00005174377,0.00006000196,0.000017506785],"domain_scores_gemma":[0.9998246,0.000063818356,0.000029533732,0.000038638016,0.000031727617,0.000011686194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011344285,0.0002760426,0.00024735805,0.00026172903,0.00011938187,0.000421794,0.00058337604,0.00033210078,0.0008545406],"category_scores_gemma":[0.00027975425,0.0002808352,0.00013184923,0.00018916307,0.00020473849,0.00038760525,0.00038355112,0.00047094404,0.00055715686],"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":[0.000006302976,0.000002941276,0.00007150253,0.000016656837,0.0000013443175,0.000033894346,0.00000961674,0.0000597646,0.9936674,0.00014308834,0.00006025494,0.005927277],"study_design_scores_gemma":[0.0000028103234,0.000019613542,0.000490978,0.0000012637232,0.0000021164954,0.00015462728,0.000006219243,0.0008515417,0.99698275,0.00008188927,0.0014033057,0.0000027925807],"about_ca_topic_score_codex":0.00016096889,"about_ca_topic_score_gemma":0.00044563686,"teacher_disagreement_score":0.0008545406,"about_ca_system_score_codex":0.0001451104,"about_ca_system_score_gemma":0.00009294267,"threshold_uncertainty_score":0.002858758},"labels":[],"label_agreement":null},{"id":"W2076026178","doi":"10.1016/j.hydromet.2004.06.008","title":"pH-Controlled precipitation of cobalt and molybdenum from industrial waste effluents of a cobalt electrodeposition process","year":2004,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":50,"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":"","keywords":"Cobalt; Molybdenum; Chemistry; Precipitation; Inorganic chemistry; Cobalt extraction techniques; Molybdate; Cobalt oxide; Sodium molybdate; Coprecipitation; Nuclear chemistry","score_opus":0.005935776827380263,"score_gpt":0.1997704153812265,"score_spread":0.19383463855384625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076026178","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":[0.9938433,0.00039800344,0.004542924,0.00004512988,0.000018932118,0.000017061646,0.000052562995,0.00006532231,0.0010166162],"genre_scores_gemma":[0.99683577,0.000218692,0.0016549928,0.00001646688,0.0000055047203,0.0000061369315,0.000050630075,0.000019905743,0.0011920035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998572,0.00001629506,0.000011170407,0.000027496042,0.000051487474,0.000036347632],"domain_scores_gemma":[0.99991584,0.000017657336,0.000019598983,0.000011996807,0.000021167518,0.000013746801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019556614,0.0002000207,0.0002917158,0.00015553174,0.0001604546,0.00032289085,0.00023120623,0.00021794198,0.00037575586],"category_scores_gemma":[0.0002522055,0.0001582736,0.00015891826,0.00016030413,0.00018516748,0.00017190052,0.00019705006,0.0003062206,0.00014994861],"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":[0.00009468765,0.000009835873,0.0000957996,0.000024944722,0.0000023377027,0.0000247234,0.0000142641575,0.00006901904,0.99863917,0.00003143277,0.000016973792,0.0009768782],"study_design_scores_gemma":[0.0000036091296,0.000020967704,0.0002832774,7.1059435e-7,0.0000019980266,0.000012413184,0.0000046105506,0.0002717915,0.9992561,0.0000058350843,0.00013800427,7.024336e-7],"about_ca_topic_score_codex":0.0007400781,"about_ca_topic_score_gemma":0.0013478274,"teacher_disagreement_score":0.0007400781,"about_ca_system_score_codex":0.0002783819,"about_ca_system_score_gemma":0.00022976725,"threshold_uncertainty_score":0.0020198226},"labels":[],"label_agreement":null},{"id":"W2076106226","doi":"10.1149/1.1617304","title":"Rapid Production of High Aspect Ratio Copper Wires via Nonsubmerged Anodic Jets Impinging on Cathode Substrates","year":2003,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Waterloo","funders":"","keywords":"Nozzle; Copper; Cathode; Electroplating; Anode; Materials science; Porosity; Jet (fluid); Electrochemistry; Substrate (aquarium); Aspect ratio (aeronautics); Metallurgy; Deposition (geology); Composite material; Electrode; Chemistry; Mechanical engineering; Mechanics; Electrical engineering; Engineering; Geology; Layer (electronics); Physics","score_opus":0.006175892418572969,"score_gpt":0.1993496120970208,"score_spread":0.19317371967844782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076106226","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":[0.96383727,0.00089268014,0.030970316,0.000061718114,0.000063730164,0.00007200736,0.00011450368,0.0003151641,0.003672656],"genre_scores_gemma":[0.93894416,0.0012998295,0.05215662,0.000030570034,0.000022775379,0.000041713018,0.00020058082,0.0001677684,0.0071360758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977785,0.000027527967,0.000014135334,0.000033305347,0.00011515735,0.000031954383],"domain_scores_gemma":[0.99972445,0.000054311986,0.00008618416,0.000046116762,0.000050717506,0.000038130474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021136779,0.00039270514,0.0003119513,0.00028807588,0.00012003628,0.00046630524,0.00046927496,0.0002705408,0.00054660044],"category_scores_gemma":[0.00041038683,0.0003135447,0.00014779266,0.0002993705,0.00027633805,0.00035526924,0.00030834484,0.00030288647,0.0003020482],"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":[0.000015923524,0.0000063006846,0.00006515707,0.000027921642,0.000002504784,0.00012285639,0.0000175973,0.000089545705,0.99674416,0.00015292336,0.000049301998,0.0027058506],"study_design_scores_gemma":[0.000008795416,0.00008305906,0.0006665282,0.0000020951638,0.0000038206877,0.00015665004,0.000007915455,0.0006935756,0.99727184,0.000055029468,0.0010479882,0.0000027289834],"about_ca_topic_score_codex":0.00016571551,"about_ca_topic_score_gemma":0.0004113053,"teacher_disagreement_score":0.00054660044,"about_ca_system_score_codex":0.00017395667,"about_ca_system_score_gemma":0.0001330219,"threshold_uncertainty_score":0.0018285513},"labels":[],"label_agreement":null},{"id":"W2076127127","doi":"10.1016/j.corsci.2010.06.011","title":"Structure and high-temperature oxidation behaviour of Cu–Ni–Fe alloys prepared by high-energy ball milling for application as inert anodes in aluminium electrolysis","year":2010,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Process Metallurgy (Canada); Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Aluminium; Metallurgy; Electrolysis; Ball mill; Anode; Electrolyte; Inert; Kinetics; Inert gas; Corrosion; Chemical engineering; Electrode; Chemistry; Composite material; Physical chemistry","score_opus":0.002278038100524888,"score_gpt":0.20641068932719953,"score_spread":0.20413265122667465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076127127","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":[0.99843365,0.0003177733,0.00028805234,0.000016092568,0.0000075734424,0.0000029743057,0.00008461853,0.0000126627165,0.00083656266],"genre_scores_gemma":[0.9987841,0.00006560926,0.00021187775,0.000004306699,0.0000022583129,0.0000023396278,0.00012484407,0.0000048058446,0.0007998536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999933,0.000005781962,0.0000035059707,0.000013270215,0.000029577754,0.000014907276],"domain_scores_gemma":[0.9999219,0.0000137015995,0.000018432313,0.0000089160385,0.000028737277,0.000008298703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008741392,0.00013194155,0.000115074836,0.0002537102,0.00023767629,0.0001711725,0.00030219826,0.00027448923,0.0007553314],"category_scores_gemma":[0.0001969911,0.00015658903,0.00010319773,0.00014863566,0.0002202409,0.00015259275,0.0000621296,0.00021700538,0.00015330315],"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":[0.00037352883,0.000030360525,0.00072685024,0.00006141014,0.000008172391,0.00009124759,0.00009444968,0.00047819508,0.99591464,0.00021885152,0.00013237506,0.0018699004],"study_design_scores_gemma":[0.0000169741,0.00021290932,0.017437855,0.00000574121,0.000013982768,0.000105569176,0.000057424724,0.0033749677,0.9774091,0.00006700256,0.0012900089,0.0000082999695],"about_ca_topic_score_codex":0.0026865797,"about_ca_topic_score_gemma":0.002866822,"teacher_disagreement_score":0.0026865797,"about_ca_system_score_codex":0.00030769056,"about_ca_system_score_gemma":0.00010761195,"threshold_uncertainty_score":0.005341828},"labels":[],"label_agreement":null},{"id":"W2076199086","doi":"10.1016/j.jelechem.2006.05.026","title":"EIS and statistical analysis of copper electrodeposition accounting for multi-component transport and reactions","year":2006,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":28,"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":"Consejo Nacional de Ciencia y Tecnología","keywords":"Chemistry; Convection; Dielectric spectroscopy; Copper; Electrochemistry; Thermodynamics; Equivalent circuit; Diffusion; Homogeneous; Electrode; Convection–diffusion equation; Boundary layer; Analytical Chemistry (journal); Mechanics; Physical chemistry; Voltage; Chromatography","score_opus":0.006223243505002361,"score_gpt":0.23115371846999028,"score_spread":0.22493047496498791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076199086","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":[0.7302082,0.0007233743,0.25535426,0.00022706132,0.00018279618,0.00014442149,0.004693636,0.0021763043,0.0062898756],"genre_scores_gemma":[0.9677494,0.00020398194,0.02769946,0.000030049658,0.000029380415,0.000093458344,0.002037299,0.00013977275,0.0020171725],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990069,0.00023829575,0.000101238795,0.00022446206,0.0003480464,0.00008095328],"domain_scores_gemma":[0.9965481,0.0015322282,0.00029459095,0.00058983604,0.0010029856,0.00003223331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014030621,0.0005412034,0.00046725987,0.0017967913,0.00030757266,0.00064584095,0.00063512224,0.0004175971,0.00263245],"category_scores_gemma":[0.006341457,0.0001901555,0.0006212608,0.0032135716,0.00031002975,0.00043539,0.00026831956,0.00048241726,0.00059042306],"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":[0.0026059581,0.00090593065,0.10208431,0.0011778324,0.000900018,0.0010942167,0.0005051948,0.08716999,0.34578514,0.016824687,0.0073654773,0.4335813],"study_design_scores_gemma":[0.0000251506,0.0005026979,0.213334,0.000027126212,0.00025546603,0.00088718894,0.00026453988,0.4600506,0.3100014,0.005922814,0.008609698,0.000119298784],"about_ca_topic_score_codex":0.00216653,"about_ca_topic_score_gemma":0.002104274,"teacher_disagreement_score":0.00263245,"about_ca_system_score_codex":0.0004402685,"about_ca_system_score_gemma":0.0004995236,"threshold_uncertainty_score":0.008806407},"labels":[],"label_agreement":null},{"id":"W2078512435","doi":"10.1007/s10008-011-1539-9","title":"Electropolishing of medical-grade stainless steel in preparation for surface nano-texturing","year":2011,"lang":"en","type":"article","venue":"Journal of Solid State Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":63,"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":"","keywords":"Electropolishing; Materials science; Linear sweep voltammetry; X-ray photoelectron spectroscopy; Chronoamperometry; Surface roughness; Electrolyte; Polishing; Surface finish; Contact angle; Metallurgy; Dissolution; Cyclic voltammetry; Analytical Chemistry (journal); Chemical engineering; Composite material; Electrochemistry; Electrode; Chemistry; Chromatography","score_opus":0.010937422520796962,"score_gpt":0.25931481235910503,"score_spread":0.24837738983830807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078512435","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":[0.9442533,0.004281477,0.04451279,0.00026992036,0.00020864634,0.00010738636,0.0002994598,0.0004914502,0.005575532],"genre_scores_gemma":[0.9749425,0.0012272989,0.019150402,0.00010004047,0.000027737058,0.000018914723,0.0003021436,0.00006933607,0.0041616186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983215,0.000018545968,0.000019534944,0.000030703046,0.00006982309,0.000029195779],"domain_scores_gemma":[0.99986804,0.00003142134,0.000030869716,0.000026287382,0.000031719766,0.000011628922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025672946,0.00027599104,0.00020750052,0.0002526736,0.00017995421,0.00016702185,0.00024650368,0.00030257506,0.0013896484],"category_scores_gemma":[0.00035203414,0.00022591058,0.00023548357,0.00020368588,0.00013055163,0.0001667394,0.00014904469,0.00031389671,0.00066834077],"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":[0.000039515126,0.000007365144,0.00010537578,0.000036050547,0.0000040302625,0.000056014313,0.000022958322,0.00004371653,0.9960068,0.00004980268,0.000078006975,0.003550311],"study_design_scores_gemma":[0.0000031580378,0.00007627176,0.0011391338,0.0000032608086,0.000005876272,0.00015901632,0.000007812001,0.00026940918,0.9968561,0.000019195584,0.0014581014,0.0000025528245],"about_ca_topic_score_codex":0.0003212904,"about_ca_topic_score_gemma":0.0012185171,"teacher_disagreement_score":0.0013896484,"about_ca_system_score_codex":0.00013483659,"about_ca_system_score_gemma":0.00019344839,"threshold_uncertainty_score":0.0046488643},"labels":[],"label_agreement":null},{"id":"W2079237958","doi":"10.1149/1.1506933","title":"The Effects of Chloride Ions on the Electrowinning of Nickel from Sulfate Electrolytes","year":2002,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Electrowinning; Chloride; Nickel; Electrolyte; Inorganic chemistry; Scanning electron microscope; Sulfate; Chemistry; Electrochemistry; Ion; Materials science; Electrode; Composite material","score_opus":0.0038396633060836993,"score_gpt":0.17398104488869112,"score_spread":0.17014138158260741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079237958","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":[0.99447614,0.0024572695,0.00179291,0.00007070693,0.000036123827,0.000038530554,0.00008205526,0.000047829875,0.0009984701],"genre_scores_gemma":[0.99299484,0.0021313017,0.0030911327,0.00006361083,0.000015640326,0.000022617354,0.0001690946,0.000048598242,0.0014631579],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993863,0.00011579402,0.00010057711,0.00006878454,0.00026553535,0.00006295918],"domain_scores_gemma":[0.9993777,0.0002058629,0.00013130684,0.000035840163,0.0002122685,0.000036961035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044996437,0.00067591085,0.00067759544,0.00033046576,0.00024297419,0.00058361597,0.0004535418,0.00035764833,0.00073012646],"category_scores_gemma":[0.0012932079,0.00032085052,0.0003401408,0.00026300777,0.00025733278,0.0004594966,0.00040471522,0.00043201,0.00021812868],"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":[0.0000926182,0.000008242525,0.0002083081,0.00012613337,0.0000113343685,0.00006686542,0.000044534874,0.00012274085,0.99701345,0.00001560354,0.000018191624,0.0022721519],"study_design_scores_gemma":[0.0000032452253,0.000120796365,0.0005557115,0.0000038021735,0.0000078582,0.000046956022,0.000017067498,0.00016500059,0.9987048,0.000009011962,0.00036212293,0.0000036530014],"about_ca_topic_score_codex":0.0006755273,"about_ca_topic_score_gemma":0.0019146347,"teacher_disagreement_score":0.00073012646,"about_ca_system_score_codex":0.00021647841,"about_ca_system_score_gemma":0.0002404383,"threshold_uncertainty_score":0.0024425387},"labels":[],"label_agreement":null},{"id":"W2079524120","doi":"10.4028/www.scientific.net/msf.386-388.387","title":"Thermal Stability of Nanostructured Electrodeposits","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":50,"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 Toronto","funders":"","keywords":"Materials science; Thermal stability; Metallurgy; Nanotechnology; Composite material; Chemical engineering","score_opus":0.006598208388752056,"score_gpt":0.18503927438054696,"score_spread":0.1784410659917949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079524120","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":[0.98904663,0.0029639704,0.002918806,0.00006930405,0.00006393819,0.00001925365,0.00050950213,0.000072667295,0.0043360144],"genre_scores_gemma":[0.99461055,0.0007380335,0.0013995975,0.000020424053,0.0000073893957,0.000022073287,0.00041870805,0.000035729157,0.0027475867],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999729,0.000015132821,0.00001767196,0.00008368124,0.0001224968,0.000032057364],"domain_scores_gemma":[0.99971086,0.000064041305,0.000033302287,0.00003653358,0.00013897648,0.000016294789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018397412,0.00017784398,0.00022279267,0.00021736653,0.000271493,0.0003991235,0.00023015599,0.00024058644,0.0013443545],"category_scores_gemma":[0.0007350946,0.00016694177,0.00016366324,0.00020585151,0.00023506208,0.00029312706,0.00018898153,0.0003186739,0.0003335995],"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":[0.00010448282,0.000010253754,0.00051256426,0.00009054375,0.000012361314,0.000059836922,0.000072942705,0.00051219587,0.99495715,0.00020796256,0.00008830328,0.0033714778],"study_design_scores_gemma":[0.000002834656,0.00007687093,0.003103054,0.000007917478,0.000008638039,0.00006106532,0.00003411143,0.0014734931,0.9940224,0.000046253313,0.0011556675,0.000007696265],"about_ca_topic_score_codex":0.0010688163,"about_ca_topic_score_gemma":0.0014368,"teacher_disagreement_score":0.0013443545,"about_ca_system_score_codex":0.00048626747,"about_ca_system_score_gemma":0.00013703466,"threshold_uncertainty_score":0.0044972897},"labels":[],"label_agreement":null},{"id":"W2080789154","doi":"10.1016/j.electacta.2011.05.052","title":"Synthesis of Cu–Pd alloy thin films by co-electrodeposition","year":2011,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; McMaster University","keywords":"Nanocrystalline material; Quartz crystal microbalance; Materials science; Thin film; Alloy; Scanning electron microscope; Palladium; Deposition (geology); Electrochemistry; Electrocatalyst; Copper; Chemical engineering; Analytical Chemistry (journal); Electrode; Metallurgy; Nanotechnology; Chemistry; Catalysis; Composite material","score_opus":0.006462447811359577,"score_gpt":0.1904974495781993,"score_spread":0.18403500176683973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080789154","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":[0.8741055,0.011457406,0.08558382,0.00046916018,0.00088961225,0.0005311963,0.0019043583,0.0017112921,0.023347655],"genre_scores_gemma":[0.9431225,0.003027207,0.043952785,0.00008499267,0.00006189897,0.00017434939,0.0005927947,0.00014674441,0.008836675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997855,0.000012617052,0.000020151841,0.000059136146,0.00008116206,0.00004142768],"domain_scores_gemma":[0.9998505,0.000019011253,0.000021058857,0.000029799545,0.000063024534,0.00001645439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493453,0.00056570396,0.000675191,0.00071465055,0.0005270598,0.00041435938,0.0005783872,0.00048159435,0.0018651464],"category_scores_gemma":[0.00033457798,0.00052995083,0.00021899516,0.00058511813,0.00012829108,0.0003460503,0.00031449762,0.0006953643,0.0010553071],"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":[0.000039204355,0.000012344166,0.00004165338,0.00014521039,0.000010869477,0.00006950958,0.000020129371,0.00008680796,0.99332494,0.00014563561,0.0002586925,0.0058450657],"study_design_scores_gemma":[0.0000037785965,0.000021751457,0.000175826,0.0000028389425,0.0000055012088,0.000039890816,0.0000066857856,0.0004496272,0.99679947,0.000021024953,0.0024711627,0.0000024609074],"about_ca_topic_score_codex":0.0012456718,"about_ca_topic_score_gemma":0.0026488034,"teacher_disagreement_score":0.0018651464,"about_ca_system_score_codex":0.00041394797,"about_ca_system_score_gemma":0.00029483932,"threshold_uncertainty_score":0.0062395334},"labels":[],"label_agreement":null},{"id":"W2080999650","doi":"10.1021/cm070147q","title":"Anodic Electrodeposition of Nanocrystalline Coatings in the Mn−Co−O System","year":2007,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":34,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Materials science; Deposition (geology); Coating; Chemical engineering; Grain size; Metallurgy; Oxide; Phase (matter); Metal; Nanotechnology; Chemistry","score_opus":0.004062315813537143,"score_gpt":0.20230913144209195,"score_spread":0.1982468156285548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080999650","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":[0.99275947,0.0014313796,0.003096039,0.000063361294,0.00007302869,0.00004270232,0.00026555685,0.00009148457,0.002176945],"genre_scores_gemma":[0.99042845,0.0011777262,0.006086572,0.00002677166,0.000014468668,0.000022327382,0.00016890175,0.00002809831,0.0020466282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998066,0.000007151985,0.000015870186,0.00005125461,0.00007534953,0.000043812597],"domain_scores_gemma":[0.99979335,0.00004629409,0.000046237394,0.000028779767,0.000057692992,0.000027679078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012770048,0.00031854876,0.00039369136,0.00019192275,0.00017616921,0.00028650777,0.00043683924,0.00026287665,0.0006890613],"category_scores_gemma":[0.00034222522,0.00021002363,0.00015413805,0.00021067022,0.00013691121,0.00020743364,0.00022292887,0.00033139708,0.00018753491],"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":[0.00003112424,0.000005543627,0.00006438566,0.000045179608,0.0000026700784,0.000023278191,0.000008320146,0.000041066844,0.99883336,0.0000314417,0.000026547237,0.00088716863],"study_design_scores_gemma":[0.0000071217282,0.000034585868,0.0005531638,0.0000030464496,0.000004737814,0.00003016949,0.0000052339137,0.0006575639,0.99819034,0.000008910994,0.0005031218,0.000001961077],"about_ca_topic_score_codex":0.0036521794,"about_ca_topic_score_gemma":0.007782226,"teacher_disagreement_score":0.0036521794,"about_ca_system_score_codex":0.00051181257,"about_ca_system_score_gemma":0.0002867078,"threshold_uncertainty_score":0.0072618723},"labels":[],"label_agreement":null},{"id":"W2084214463","doi":"10.1016/j.electacta.2008.01.085","title":"The effect of electrochemical adsorbates on texture and morphology development during zinc and zinc–cobalt electrodepositions","year":2008,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Zinc; Cobalt; Texture (cosmology); Electrochemistry; Adsorption; Morphology (biology); Materials science; Deposition (geology); Dielectric spectroscopy; Electrode; Substrate (aquarium); Chemical engineering; Chemistry; Crystallography; Metallurgy","score_opus":0.002289421990754027,"score_gpt":0.1764386556036512,"score_spread":0.1741492336128972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084214463","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":[0.9955178,0.0008908083,0.001751645,0.00008010461,0.00005762504,0.000023021577,0.00014796181,0.000071067494,0.0014598947],"genre_scores_gemma":[0.9965779,0.0004044702,0.0012576021,0.000045950223,0.000014684977,0.000014882103,0.000114172144,0.00004014793,0.0015300807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942183,0.00005642603,0.000042613407,0.00009675463,0.0001679064,0.00021443077],"domain_scores_gemma":[0.99926,0.00029055655,0.000098618846,0.00008817545,0.00018955569,0.0000730405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044784785,0.0003951363,0.0004896391,0.0002324212,0.00037327607,0.00079261046,0.00047533272,0.00042890193,0.0016601369],"category_scores_gemma":[0.0015542391,0.00040581953,0.0002639538,0.00039506832,0.00047621323,0.00050881377,0.00032429484,0.0006163641,0.0003070781],"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":[0.00051129755,0.000021618825,0.00033879123,0.00005790388,0.0000099885865,0.00007064373,0.00008685409,0.00007850655,0.99599993,0.000047374837,0.000050668834,0.0027264198],"study_design_scores_gemma":[0.000009248162,0.000061664854,0.0021174294,0.0000022227193,0.000008352963,0.000024695655,0.000035322373,0.00034456074,0.99701357,0.000008630287,0.00036985966,0.0000043446744],"about_ca_topic_score_codex":0.003415039,"about_ca_topic_score_gemma":0.006325228,"teacher_disagreement_score":0.003415039,"about_ca_system_score_codex":0.0004919169,"about_ca_system_score_gemma":0.0003659441,"threshold_uncertainty_score":0.00679034},"labels":[],"label_agreement":null},{"id":"W2084482861","doi":"10.1016/j.msea.2006.08.023","title":"Mesoscale structure in electrodeposited nanocrystalline Ni–Fe alloys","year":2006,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"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":"","keywords":"Nanocrystalline material; Materials science; Transmission electron microscopy; Mesoscale meteorology; Secondary ion mass spectrometry; Nanometre; Analytical Chemistry (journal); Ion; Hydrogen; Impurity; Nanotechnology; Composite material; Chemistry","score_opus":0.0017033615808853032,"score_gpt":0.1595915650805145,"score_spread":0.1578882034996292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084482861","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":[0.99531555,0.00031148506,0.0006949756,0.00008262691,0.000024837529,0.0000043444447,0.000057902624,0.000074291886,0.003434087],"genre_scores_gemma":[0.9986745,0.000056845576,0.00033464053,0.00001108316,0.0000041719704,0.000003968247,0.00004150745,0.0000110403835,0.00086219073],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999703,0.0000016117941,0.0000013077253,0.0000072038574,0.000012525789,0.0000069853745],"domain_scores_gemma":[0.99994814,0.00001310466,0.000010477021,0.000011015126,0.000008425712,0.000008721289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031785905,0.00009555285,0.00016513282,0.00016755189,0.00035974418,0.0004638417,0.00025355155,0.00023914062,0.0017831755],"category_scores_gemma":[0.00015109335,0.00019470988,0.000078235826,0.000095220676,0.00027259713,0.00021434751,0.0001404568,0.0003392476,0.00026182062],"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":[0.00014778532,0.000057011697,0.0007619665,0.00005788134,0.000012871398,0.00029487256,0.00010723778,0.002626356,0.98915964,0.003753615,0.00042653168,0.0025942598],"study_design_scores_gemma":[0.00008522459,0.0002571234,0.03694234,0.000021476202,0.000025222942,0.00039290573,0.00037190097,0.051642638,0.9024187,0.002431027,0.0053836717,0.000027877004],"about_ca_topic_score_codex":0.001632705,"about_ca_topic_score_gemma":0.0029182339,"teacher_disagreement_score":0.0017831755,"about_ca_system_score_codex":0.00063060306,"about_ca_system_score_gemma":0.00016381235,"threshold_uncertainty_score":0.0059652925},"labels":[],"label_agreement":null},{"id":"W2084740090","doi":"10.1021/jp072722j","title":"Defective Rock-Salt Structure in Anodically Electrodeposited Mn−Co−O Nanocrystals","year":2007,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":31,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Nanocrystalline material; Nanocrystal; Materials science; Manganese; Transmission electron microscopy; Salt (chemistry); Cobalt; Octahedron; Crystallography; Electron diffraction; Diffraction; Crystal structure; Chemical engineering; Chemistry; Nanotechnology; Metallurgy; Optics; Physical chemistry","score_opus":0.0022550743225552474,"score_gpt":0.2094725233473781,"score_spread":0.20721744902482284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084740090","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":[0.99898654,0.000105863735,0.0005519916,0.000010785873,0.000004330143,0.000005280627,0.000064714375,0.000016644439,0.00025381154],"genre_scores_gemma":[0.9982784,0.00006345878,0.0010637426,0.0000065677145,0.0000016113612,0.000005812449,0.00011866565,0.000010144277,0.0004515575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998474,0.000008743394,0.00001852034,0.000037330006,0.00006476465,0.000023242523],"domain_scores_gemma":[0.99976593,0.00005022298,0.00005537694,0.000035693603,0.00005739288,0.000035231864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114879695,0.00016766122,0.00022329499,0.00013385595,0.00011268966,0.00034879858,0.000344236,0.00022240278,0.00027859161],"category_scores_gemma":[0.0003569053,0.00020725296,0.00011156795,0.00009637589,0.00022144742,0.0001666836,0.000101265905,0.00019094293,0.00007769894],"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":[0.00003759004,0.0000064693754,0.00023664092,0.000016350037,0.0000025522377,0.00003400489,0.000010880322,0.00009286525,0.99926406,0.000053255048,0.000011541468,0.00023375641],"study_design_scores_gemma":[0.000010096564,0.00003611315,0.0018922769,0.000001534603,0.000006840296,0.00007424763,0.000016382794,0.0019211732,0.99577063,0.000020692954,0.00024719254,0.0000027820472],"about_ca_topic_score_codex":0.00312132,"about_ca_topic_score_gemma":0.0052424213,"teacher_disagreement_score":0.00312132,"about_ca_system_score_codex":0.00046148666,"about_ca_system_score_gemma":0.0002196231,"threshold_uncertainty_score":0.006206274},"labels":[],"label_agreement":null},{"id":"W2085839180","doi":"10.1016/j.electacta.2011.11.085","title":"Formation of Co–Ni alloy coatings under direct current, pulse current and pulse-reverse plating conditions","year":2011,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":54,"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","keywords":"Plating (geology); Pulse (music); Duty cycle; Alloy; Current (fluid); Deposition (geology); Cathodic protection; Materials science; Direct current; Metallurgy; Cobalt; Current density; Nickel; Chemistry; Coating; Analytical Chemistry (journal); Voltage; Anode; Composite material; Electrode; Chromatography; Thermodynamics; Electrical engineering","score_opus":0.018485525484693566,"score_gpt":0.24452549712548466,"score_spread":0.2260399716407911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085839180","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":[0.9932374,0.0011367865,0.0013677314,0.00003908238,0.00006078826,0.000025904777,0.0001854419,0.00010369058,0.0038431217],"genre_scores_gemma":[0.99585897,0.0002900391,0.0013274907,0.000008400055,0.0000070232018,0.000008994317,0.00017286981,0.000019812429,0.002306457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997956,0.000011735631,0.000010542872,0.000042498803,0.00009022653,0.000049471753],"domain_scores_gemma":[0.9998331,0.000024630534,0.000024056064,0.000041317748,0.000052702515,0.00002410912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016998728,0.00028654793,0.00042033894,0.0002855732,0.00036736237,0.00037691928,0.00043790467,0.00041494638,0.0011373828],"category_scores_gemma":[0.0004581181,0.00025085843,0.00021174682,0.00024941794,0.00024469197,0.00026267424,0.00024842613,0.00034724068,0.00036513232],"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":[0.0001561581,0.000010594766,0.00010909653,0.000077993056,0.000005987368,0.000049935694,0.000055856188,0.00010905397,0.9976655,0.00009179212,0.000071105045,0.0015969968],"study_design_scores_gemma":[0.0000052016976,0.000035148365,0.0006677921,0.0000014915229,0.0000051374986,0.0000365716,0.00001004311,0.00045326058,0.9982634,0.000011957157,0.0005070254,0.0000028878044],"about_ca_topic_score_codex":0.0026005742,"about_ca_topic_score_gemma":0.003596173,"teacher_disagreement_score":0.0026005742,"about_ca_system_score_codex":0.00042623267,"about_ca_system_score_gemma":0.00036335288,"threshold_uncertainty_score":0.005170822},"labels":[],"label_agreement":null},{"id":"W2089865378","doi":"10.4028/www.scientific.net/msf.408-412.925","title":"Texture Evolution and Wear Properties of Nanocrystalline Ni-P Electrodeposits","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"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":"","keywords":"Materials science; Nanocrystalline material; Texture (cosmology); Metallurgy; Nanotechnology; Artificial intelligence; Computer science","score_opus":0.005571238096559761,"score_gpt":0.1653890192390158,"score_spread":0.15981778114245604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089865378","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":[0.99921334,0.0001590956,0.00012263579,0.000008793524,0.0000055645537,0.0000020408122,0.00008146385,0.00000829332,0.0003988141],"genre_scores_gemma":[0.9990453,0.00006284132,0.00010459344,0.0000034436482,0.0000017793283,0.0000018422714,0.000082994775,0.0000050399613,0.0006922424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990416,0.000004473807,0.000005463011,0.000026911152,0.000034527227,0.000024422792],"domain_scores_gemma":[0.9998814,0.000026183749,0.000022828812,0.000015759144,0.00004144651,0.000012244206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071220216,0.00009263855,0.00014467009,0.00014133505,0.00015791527,0.00025946583,0.0002043921,0.0001771401,0.0011436798],"category_scores_gemma":[0.00038106737,0.000102071645,0.000089248344,0.00016711792,0.00013923667,0.00020428571,0.000087614964,0.00019814943,0.00015016667],"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":[0.0004366904,0.000022038963,0.0018057597,0.000032641256,0.000007187715,0.00011437987,0.00005033063,0.00016914586,0.9938095,0.000050954073,0.00010528078,0.0033959944],"study_design_scores_gemma":[0.000009486447,0.00014941303,0.018128822,0.0000023615119,0.000010826757,0.00012280713,0.000065054584,0.00198791,0.9789565,0.00002427935,0.0005384317,0.000004102231],"about_ca_topic_score_codex":0.0028970386,"about_ca_topic_score_gemma":0.0036284798,"teacher_disagreement_score":0.0028970386,"about_ca_system_score_codex":0.00029751082,"about_ca_system_score_gemma":0.000089700035,"threshold_uncertainty_score":0.005760312},"labels":[],"label_agreement":null},{"id":"W2091299011","doi":"10.1016/j.surfcoat.2013.08.063","title":"Phase composition, microstructure and microhardness of electroless nickel composite coating co-deposited with SiC on cast aluminium LM24 alloy substrate","year":2013,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":48,"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":"Queen's University; Queen's University Belfast","keywords":"Materials science; Microstructure; Intermetallic; Indentation hardness; Alloy; Metallurgy; Scanning electron microscope; Coating; Annealing (glass); Aluminium; Composite number; Composite material","score_opus":0.00390737788072353,"score_gpt":0.21017570904514857,"score_spread":0.20626833116442503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091299011","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":[0.99842155,0.00020070387,0.00023660608,0.000008810982,0.000007633462,0.0000029968567,0.00010631667,0.0000149896005,0.0010004526],"genre_scores_gemma":[0.9982169,0.0000810263,0.0003852175,0.000006083206,0.0000027035026,0.0000036568065,0.0001398609,0.0000067487445,0.0011577153],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990714,0.000005717238,0.000004393092,0.000020403926,0.000045344135,0.000017049744],"domain_scores_gemma":[0.99988604,0.000022414071,0.000024200124,0.000011695441,0.00004318827,0.0000124829385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007399822,0.00010888363,0.00017413756,0.00027694256,0.00019694975,0.00016324804,0.00025980792,0.00021635811,0.0016945654],"category_scores_gemma":[0.00017006835,0.00015176913,0.00013161007,0.00020954278,0.00013567336,0.0001136838,0.00006474354,0.00017762704,0.00021451965],"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":[0.00011009708,0.000009864112,0.00062731636,0.000020594407,0.000003562732,0.00006072477,0.000016500762,0.00015854811,0.9982926,0.000030298417,0.00003870337,0.00063123787],"study_design_scores_gemma":[0.0000087510325,0.00016451252,0.040084,0.000005010183,0.000013551577,0.000114914415,0.000056872985,0.0025900712,0.95637184,0.000016882668,0.0005673417,0.000006232325],"about_ca_topic_score_codex":0.0026110997,"about_ca_topic_score_gemma":0.0050922534,"teacher_disagreement_score":0.0026110997,"about_ca_system_score_codex":0.0002493471,"about_ca_system_score_gemma":0.0001373168,"threshold_uncertainty_score":0.0056688786},"labels":[],"label_agreement":null},{"id":"W2091945602","doi":"10.1016/j.ece.2009.08.001","title":"A computational laboratory on the role of mass transport contributions in electrochemical systems: Copper deposition","year":2009,"lang":"en","type":"article","venue":"Education for Chemical Engineers","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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; Consejo Nacional de Ciencia y Tecnología","keywords":"Mass transfer; Mass transport; Electrochemistry; Transport phenomena; Chemistry; Convection; Nernst equation; Copper; Mechanics; Process engineering; Engineering physics; Computer science; Analytical Chemistry (journal); Chemical engineering; Engineering; Physics; Physical chemistry; Environmental chemistry; Electrode","score_opus":0.0019449692030041944,"score_gpt":0.19701937537964248,"score_spread":0.1950744061766383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091945602","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":[0.287631,0.002169395,0.5674395,0.02017786,0.0010182782,0.00010865633,0.0015320827,0.0015165963,0.11840664],"genre_scores_gemma":[0.8526254,0.0009472205,0.1353013,0.00081634487,0.0003745017,0.00019272216,0.00047753358,0.0003144144,0.008950617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969137,0.00014392093,0.000013936815,0.00004127137,0.00006841921,0.000041156167],"domain_scores_gemma":[0.9960846,0.002912221,0.00013130033,0.0003694576,0.0003409587,0.00016151801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012118449,0.00065192586,0.0010233213,0.0005418918,0.0010736085,0.0013581715,0.002712429,0.0014937203,0.01191106],"category_scores_gemma":[0.0063868556,0.00045470218,0.00070603745,0.0007492533,0.001780882,0.002526405,0.0014673274,0.0016444699,0.00059713674],"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":[0.00023131153,0.00027339061,0.0010974652,0.00030082493,0.00006747573,0.00013673306,0.00012307448,0.6701286,0.0020750547,0.29437426,0.00885604,0.02233581],"study_design_scores_gemma":[0.00009771375,0.000020065809,0.00012008765,0.000014239309,0.000012949864,0.000013053199,0.000020148724,0.96193445,0.0012116041,0.035007484,0.0015370559,0.00001106191],"about_ca_topic_score_codex":0.007010783,"about_ca_topic_score_gemma":0.0045264657,"teacher_disagreement_score":0.01191106,"about_ca_system_score_codex":0.0006694835,"about_ca_system_score_gemma":0.0014723907,"threshold_uncertainty_score":0.03984648},"labels":[],"label_agreement":null},{"id":"W2092548469","doi":"10.1007/s10854-010-0186-8","title":"Formation and transformation of metastable phases during electrodeposition and annealing of cobalt–iron alloy films","year":2010,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Alloy; Annealing (glass); Coercivity; Chemical engineering; Oxide; Metal; Austenite; Cobalt; Metallurgy; Crystallography; Inorganic chemistry; Microstructure; Chemistry; Condensed matter physics","score_opus":0.0037783897703892017,"score_gpt":0.21209940999677726,"score_spread":0.20832102022638807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092548469","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":[0.998102,0.00034875303,0.00042568456,0.000026301132,0.0000105518075,0.0000040062137,0.000057389345,0.000015863707,0.0010094782],"genre_scores_gemma":[0.99889404,0.000070336006,0.00017192542,0.0000057028565,0.0000023776624,0.0000020481334,0.00006290531,0.000007916688,0.0007828009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999007,0.000006104041,0.0000048718316,0.000021367317,0.00003505672,0.000031931777],"domain_scores_gemma":[0.9998877,0.00004260157,0.000016762498,0.000014800219,0.000027655618,0.000010463927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010676227,0.00012666611,0.00018451677,0.00019827473,0.00027672746,0.00035464033,0.00026352133,0.00022372289,0.001343989],"category_scores_gemma":[0.00039687907,0.0001591867,0.0000891008,0.00017054871,0.00020434025,0.00030576726,0.00008298176,0.00032533534,0.0001480944],"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":[0.00027235353,0.000021236974,0.00060636475,0.000043854387,0.00000620388,0.00015450575,0.00007172737,0.000116985524,0.9958419,0.00018993588,0.00006840946,0.0026066185],"study_design_scores_gemma":[0.000005259575,0.000040654228,0.0032494564,0.0000015326042,0.0000031901757,0.000052771127,0.000025053487,0.0006636035,0.99552983,0.000022769858,0.00040437575,0.0000016361153],"about_ca_topic_score_codex":0.0016908466,"about_ca_topic_score_gemma":0.0037410783,"teacher_disagreement_score":0.0016908466,"about_ca_system_score_codex":0.000359369,"about_ca_system_score_gemma":0.00018609814,"threshold_uncertainty_score":0.0044960976},"labels":[],"label_agreement":null},{"id":"W2092973721","doi":"10.4028/www.scientific.net/kem.444.163","title":"Size Effects in Electroformed Nanomaterials","year":2010,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":18,"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","keywords":"Nanocrystalline material; Electroforming; Grain size; Materials science; Nanomaterials; Crystallite; Amorphous solid; Nanocomposite; Nanotechnology; Metallurgy; Crystallography; Chemistry","score_opus":0.0011814287724711274,"score_gpt":0.16056005806077925,"score_spread":0.15937862928830812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092973721","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":[0.88878274,0.035654448,0.02998038,0.00062257587,0.000568641,0.00008686702,0.0002623687,0.000584813,0.043457106],"genre_scores_gemma":[0.9797834,0.007827901,0.004651685,0.00017181666,0.00009803637,0.000035922967,0.00017167252,0.00016431003,0.0070952796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973243,0.000025354086,0.000016138722,0.00006322422,0.00014066654,0.000022228805],"domain_scores_gemma":[0.99954116,0.00029896467,0.000063378066,0.000032726417,0.000051143707,0.000012617144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018049192,0.00033082953,0.0002238394,0.00017047505,0.00021541209,0.00029802948,0.0003384944,0.0002845836,0.0022466218],"category_scores_gemma":[0.00054273225,0.00020664165,0.00025388345,0.00009243021,0.0004004406,0.00069010135,0.00037986605,0.0003578663,0.0004264399],"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":[0.00005681235,0.000028687142,0.00047624885,0.0003411027,0.000019635843,0.00030577794,0.00012754308,0.0012943082,0.98124677,0.0029253364,0.00030306348,0.012874599],"study_design_scores_gemma":[0.0000049226246,0.00015525396,0.002423546,0.000014962964,0.000017019122,0.0005419527,0.00003805693,0.0013628679,0.9862119,0.00096595724,0.00825077,0.0000127464655],"about_ca_topic_score_codex":0.00026413685,"about_ca_topic_score_gemma":0.00045425483,"teacher_disagreement_score":0.0022466218,"about_ca_system_score_codex":0.00032023812,"about_ca_system_score_gemma":0.00009302096,"threshold_uncertainty_score":0.007515669},"labels":[],"label_agreement":null},{"id":"W2097411910","doi":"10.1016/j.surfcoat.2015.07.011","title":"Development of electroless Ni–P/nano-WC composite coatings and investigation on its properties","year":2015,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":151,"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 Alberta","funders":"RGL Reservoir Management; Pratt and Whitney Canada","keywords":"Materials science; Dielectric spectroscopy; Scanning electron microscope; Corrosion; Coating; Tungsten carbide; Indentation hardness; Metallurgy; Composite number; Amorphous solid; Nanocomposite; Chemical engineering; Composite material; Electrochemistry; Microstructure; Crystallography","score_opus":0.024086874416237997,"score_gpt":0.21075910970610295,"score_spread":0.18667223528986496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097411910","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":[0.9760416,0.0016077929,0.018126551,0.00007958852,0.000081407095,0.00008177272,0.00016333743,0.0001728039,0.0036451002],"genre_scores_gemma":[0.9775792,0.00066282734,0.017175414,0.00002633081,0.0000107333335,0.000046027984,0.00017153642,0.00004221285,0.0042857067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997943,0.000007668893,0.000012982824,0.00005174324,0.00011108479,0.000022287943],"domain_scores_gemma":[0.9998273,0.000017869654,0.000033872115,0.000027161004,0.000073409305,0.000020415475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875072,0.0002667852,0.00026582117,0.0002903518,0.00020675852,0.0003153906,0.00034279015,0.00038484237,0.0004936659],"category_scores_gemma":[0.00035872243,0.00023154244,0.00023858811,0.0002878815,0.00014592239,0.0003849864,0.00018121548,0.00045411155,0.00023819193],"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":[0.00001588088,0.000008580109,0.000059514387,0.00002910813,0.000002284814,0.000019687923,0.0000081966655,0.00005555864,0.9984957,0.000033898505,0.000017934883,0.0012536302],"study_design_scores_gemma":[0.000002121595,0.000035350513,0.0007733196,0.0000012192268,0.000004910107,0.00004278999,0.0000050539406,0.0007150118,0.99785346,0.0000057578386,0.0005587964,0.0000022514994],"about_ca_topic_score_codex":0.0010861146,"about_ca_topic_score_gemma":0.0024587966,"teacher_disagreement_score":0.0010861146,"about_ca_system_score_codex":0.00023105858,"about_ca_system_score_gemma":0.00029262446,"threshold_uncertainty_score":0.0021595955},"labels":[],"label_agreement":null},{"id":"W2103403964","doi":"10.1002/cjce.21627","title":"Effect of diethanolamine and triethanolamine on the properties of electroplated Zn–Ni alloy coatings from acid bath","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Ministère des Affaires Etrangères","keywords":"Triethanolamine; Diethanolamine; Ethanolamines; Alloy; Corrosion; Materials science; Metallurgy; Electroplating; Dielectric spectroscopy; Zinc; Electrochemistry; Nickel; Nuclear chemistry; Inorganic chemistry; Chemical engineering; Chemistry; Ethanolamine; Analytical Chemistry (journal); Composite material; Organic chemistry","score_opus":0.005183187987861813,"score_gpt":0.16394637835691483,"score_spread":0.158763190369053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103403964","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":[0.9972193,0.0013466567,0.00078257587,0.000022461783,0.000013880176,0.000012195907,0.0000638678,0.000017903605,0.00052119506],"genre_scores_gemma":[0.99666363,0.0007264201,0.0015250936,0.000017102086,0.0000041112585,0.000008454084,0.00012854277,0.000014667442,0.0009118421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976736,0.000033807806,0.000027104159,0.00004271445,0.00009029009,0.00003869347],"domain_scores_gemma":[0.9997516,0.00006780998,0.00005879074,0.00002497289,0.00006478291,0.000032017728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021912174,0.00032653476,0.0002708934,0.00019559597,0.00014228755,0.00033956958,0.0003218956,0.00029779034,0.0006054161],"category_scores_gemma":[0.00052615826,0.00021832115,0.00018442777,0.00015903256,0.00017121919,0.00022933914,0.00018136724,0.00035537238,0.00017254261],"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":[0.000072809795,0.00000588455,0.00011626818,0.000032692056,0.000006160695,0.000027293387,0.000013965313,0.000023485663,0.9991347,0.000005618896,0.0000038033932,0.00055741123],"study_design_scores_gemma":[0.0000025547477,0.00006841892,0.0012089806,0.000002046279,0.000009638815,0.000033432185,0.000007245624,0.00010147201,0.99834657,0.0000014999822,0.00021655475,0.0000016871943],"about_ca_topic_score_codex":0.0013352622,"about_ca_topic_score_gemma":0.0030187014,"teacher_disagreement_score":0.0013352622,"about_ca_system_score_codex":0.00025963358,"about_ca_system_score_gemma":0.00015919581,"threshold_uncertainty_score":0.0026549697},"labels":[],"label_agreement":null},{"id":"W2103867894","doi":"10.1149/1.1576769","title":"Single-Bath Electrodeposition of a Combinatorial Library of Binary Cu[sub 1−x]Sn[sub x] Alloys","year":2003,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Electron microprobe; Stoichiometry; Electrochemistry; Electrode; Materials science; Substrate (aquarium); Analytical Chemistry (journal); Copper; Microprobe; Phase (matter); Diffraction; Chemistry; Metallurgy; Mineralogy; Optics; Physical chemistry; Chromatography","score_opus":0.004026194720119272,"score_gpt":0.1778109354796323,"score_spread":0.17378474075951303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103867894","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":[0.9883759,0.0006568013,0.006923463,0.000036838243,0.00004024366,0.0001714539,0.00029889515,0.00020082493,0.0032955394],"genre_scores_gemma":[0.9626974,0.0009781462,0.028319685,0.000052430765,0.000016430744,0.00017424962,0.0010432549,0.0001245792,0.006593932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965715,0.000046621735,0.000033345183,0.00009129347,0.00012525983,0.000046303063],"domain_scores_gemma":[0.99978703,0.000036747002,0.000028006027,0.00003538302,0.000074461845,0.000038359365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021634945,0.00062197173,0.0006965021,0.0006615464,0.00027233138,0.0005134945,0.0005116689,0.00029045448,0.0012898325],"category_scores_gemma":[0.0004789052,0.00037862724,0.00024992356,0.0009595115,0.00016323233,0.00025996825,0.00028427067,0.0002677898,0.0006475936],"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":[0.00009586245,0.00005047238,0.00019094857,0.000054348144,0.000020069387,0.00006373168,0.0000147079245,0.00038472397,0.9942344,0.000054682074,0.0000949065,0.004741184],"study_design_scores_gemma":[0.000011178346,0.00030171187,0.0007294994,0.000003702455,0.00003086764,0.00011995548,0.000014613011,0.0015081653,0.996055,0.000028160843,0.0011916413,0.000005396579],"about_ca_topic_score_codex":0.00044612034,"about_ca_topic_score_gemma":0.0014650995,"teacher_disagreement_score":0.0012898325,"about_ca_system_score_codex":0.0003347793,"about_ca_system_score_gemma":0.00024328551,"threshold_uncertainty_score":0.004314959},"labels":[],"label_agreement":null},{"id":"W2106518433","doi":"10.4028/www.scientific.net/msf.386-388.415","title":"Tensile Properties of Bulk Nanocrystalline Hexagonal Cobalt Electrodeposits","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":19,"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":"","keywords":"Materials science; Nanocrystalline material; Cobalt; Hexagonal crystal system; Ultimate tensile strength; Metallurgy; Composite material; Chemical engineering; Nanotechnology; Crystallography","score_opus":0.009717079032798523,"score_gpt":0.17713121270367413,"score_spread":0.1674141336708756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106518433","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":[0.99660397,0.0004991854,0.00030546548,0.000039128077,0.000028213415,0.0000061747273,0.0003494512,0.00003601108,0.0021324174],"genre_scores_gemma":[0.9975326,0.00016911795,0.00018705784,0.000010412046,0.00000818019,0.000004738179,0.00026228942,0.000012664701,0.0018128772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997491,0.0000121524245,0.000013071897,0.000050933537,0.00012060849,0.00005406259],"domain_scores_gemma":[0.9993931,0.00012784917,0.00008657789,0.000055675326,0.00028292823,0.000053737647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752648,0.00018372537,0.00023062235,0.00024335696,0.00019243087,0.00038370324,0.00030975585,0.00030598044,0.0031999273],"category_scores_gemma":[0.0007016098,0.00016589035,0.000089023524,0.0002833782,0.00019094076,0.00026986687,0.00015447866,0.00024473818,0.00047504352],"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":[0.00022888662,0.000022982967,0.0006154956,0.00006633841,0.000008145726,0.00008643608,0.000034508954,0.00043192532,0.9953687,0.00007416686,0.00023213636,0.0028302348],"study_design_scores_gemma":[0.000013786329,0.00022591323,0.006893652,0.00000743236,0.000011349283,0.000045261957,0.000093113966,0.0030685617,0.9887046,0.000031276366,0.00089818507,0.0000068831373],"about_ca_topic_score_codex":0.002475995,"about_ca_topic_score_gemma":0.0037901518,"teacher_disagreement_score":0.0031999273,"about_ca_system_score_codex":0.00031402122,"about_ca_system_score_gemma":0.00017504183,"threshold_uncertainty_score":0.010704875},"labels":[],"label_agreement":null},{"id":"W2112648249","doi":"10.1149/1.2948362","title":"Saccharin Effects on Direct-Current Electroplating Nanocrystalline Ni–Cu Alloys","year":2008,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"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 Alberta","funders":"University of Alberta","keywords":"Materials science; Nanocrystalline material; Dendrite (mathematics); Metallurgy; Alloy; Grain size; Electroplating; Plating (geology); Coating; Saccharin; Copper; Chemical engineering; Composite material; Nanotechnology","score_opus":0.0057089476398737345,"score_gpt":0.2015444912761777,"score_spread":0.19583554363630398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112648249","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":[0.99799263,0.0003584347,0.0009161435,0.000014053541,0.000011576114,0.000011156873,0.00003257649,0.000025164205,0.00063840306],"genre_scores_gemma":[0.9963644,0.00033001738,0.00195315,0.0000113074775,0.0000038083567,0.0000070469596,0.000056365974,0.000019401228,0.0012545007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978846,0.000015931253,0.000016463682,0.00003894507,0.000104958024,0.000035260993],"domain_scores_gemma":[0.99977654,0.000050672916,0.0000554439,0.0000290954,0.00006562173,0.000022614746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231327,0.0003336059,0.00022824864,0.00021017466,0.00021365703,0.0003288362,0.00023608762,0.00020388933,0.0004891908],"category_scores_gemma":[0.00044441002,0.00016614427,0.00015732613,0.00021196256,0.00021432523,0.0001833199,0.0002147337,0.00024760392,0.00016949445],"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":[0.000026287395,0.000005315431,0.00012214128,0.000019018667,0.0000021557396,0.000030097832,0.000015428144,0.000048311154,0.99894685,0.000012933206,0.0000075700978,0.0007639155],"study_design_scores_gemma":[0.0000012334136,0.000038592803,0.0008403474,7.582828e-7,0.0000028643015,0.000015782742,0.000008454809,0.00019976664,0.9987186,0.0000024489157,0.00017030364,9.04305e-7],"about_ca_topic_score_codex":0.0027333016,"about_ca_topic_score_gemma":0.005302667,"teacher_disagreement_score":0.0027333016,"about_ca_system_score_codex":0.0005040176,"about_ca_system_score_gemma":0.00020097505,"threshold_uncertainty_score":0.0054347515},"labels":[],"label_agreement":null},{"id":"W2114362499","doi":"10.1149/1.3367920","title":"An Investigation on the Effects of Organic Additives on Zinc Electrowinning from Industrial Electrolyte","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Electrolyte; Electrowinning; Zinc; Materials science; Current density; Chemistry; Polarization (electrochemistry); Metallurgy; Inorganic chemistry; Electrode","score_opus":0.0071529287714711095,"score_gpt":0.18924456308470974,"score_spread":0.18209163431323863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114362499","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":[0.9974443,0.0010638384,0.00085458497,0.00001867366,0.0000088977895,0.000015238439,0.000054875618,0.00001968759,0.00051987305],"genre_scores_gemma":[0.9956254,0.0012151786,0.002328776,0.000018066832,0.0000045207285,0.000010847778,0.00009928706,0.000013293866,0.00068455865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998093,0.000022986136,0.00002114319,0.000032177162,0.000081695485,0.000032783868],"domain_scores_gemma":[0.99977857,0.000069507885,0.00006463826,0.000016206654,0.000051269115,0.000019922627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016753384,0.00043824856,0.00029341257,0.00018096907,0.00015760734,0.00025535654,0.00023813563,0.00018525682,0.00056243857],"category_scores_gemma":[0.0003574905,0.0001420789,0.00018425676,0.00027279055,0.00015949256,0.00020198783,0.00018169197,0.0003106348,0.00009020192],"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":[0.0000885823,0.000014096694,0.00022460289,0.00007881934,0.0000048255215,0.000045537814,0.000018318786,0.000051758572,0.9976689,0.0000084113735,0.000004991489,0.0017910121],"study_design_scores_gemma":[0.0000025410034,0.00024679647,0.0017808825,0.0000037607572,0.00001480663,0.000050271417,0.0000145044805,0.00010234704,0.99752384,0.0000029091048,0.0002554893,0.0000017753855],"about_ca_topic_score_codex":0.00078662595,"about_ca_topic_score_gemma":0.002538631,"teacher_disagreement_score":0.00078662595,"about_ca_system_score_codex":0.00016197567,"about_ca_system_score_gemma":0.00020496937,"threshold_uncertainty_score":0.0018815398},"labels":[],"label_agreement":null},{"id":"W2120719649","doi":"10.1149/1.1393903","title":"Electrochemical Study of a Polarized Electrochemical Vapor Deposition Process","year":2000,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Electrochemistry; Electrode; Working electrode; Electrochemical cell; Chemistry; Ionic bonding; Deposition (geology); Chemical engineering; Electrochemical kinetics; Materials science; Analytical Chemistry (journal); Inorganic chemistry; Physical chemistry; Ion; Organic chemistry","score_opus":0.003715931541418266,"score_gpt":0.21355282159954586,"score_spread":0.20983689005812758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120719649","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":[0.93670017,0.0055101393,0.04684043,0.00053386757,0.00024638683,0.00007703834,0.000552968,0.0001345795,0.00940442],"genre_scores_gemma":[0.97817594,0.0038033163,0.013585522,0.00011505783,0.00005192739,0.000045259534,0.00038038002,0.00001783818,0.0038248478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997842,0.000024573723,0.0000063677685,0.000058432786,0.000103629274,0.00002298968],"domain_scores_gemma":[0.99983525,0.00005607625,0.000012741722,0.000013007337,0.000068197136,0.000014689063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000151726,0.00024900545,0.00029599183,0.00018220271,0.00022528335,0.00052485266,0.00035986886,0.0003790758,0.0007746846],"category_scores_gemma":[0.00039836514,0.00013520507,0.000117205775,0.00030675268,0.00027965958,0.00034898252,0.00015850044,0.00071453146,0.00020842293],"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":[0.00006551534,0.00004453112,0.0004571187,0.00009544077,0.0000115385865,0.00017561177,0.00006435418,0.00032207547,0.9879248,0.0016163219,0.00022194328,0.009000855],"study_design_scores_gemma":[0.000012409107,0.00014395632,0.0019370952,0.000012611447,0.000016423395,0.00036262374,0.000068188085,0.0077331294,0.9811271,0.0005726523,0.00800451,0.000009413515],"about_ca_topic_score_codex":0.0005642922,"about_ca_topic_score_gemma":0.00036529475,"teacher_disagreement_score":0.0007746846,"about_ca_system_score_codex":0.00022762448,"about_ca_system_score_gemma":0.00023412288,"threshold_uncertainty_score":0.0025915504},"labels":[],"label_agreement":null},{"id":"W2132701664","doi":"10.1149/1.3089271","title":"Inhibition of Copper Deposition by Polyethylene Glycol and Chloride","year":2009,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":29,"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 Waterloo","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Overpotential; Polyethylene glycol; Electrode; PEG ratio; Deposition (geology); Hysteresis; Materials science; Cathodic protection; Current (fluid); Chemistry; Chemical engineering; Anode; Electrochemistry; Thermodynamics; Organic chemistry; Physical chemistry; Condensed matter physics; Physics","score_opus":0.0024536861609788323,"score_gpt":0.18640180882931018,"score_spread":0.18394812266833135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132701664","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":[0.9089905,0.003974891,0.074572,0.00035318834,0.00007961685,0.00020720698,0.00029684656,0.0005017488,0.011023972],"genre_scores_gemma":[0.9900922,0.0012215382,0.0049063996,0.00004383542,0.000006181557,0.00005670901,0.00013527882,0.000017576414,0.0035203625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997998,0.000022954351,0.00001229415,0.000055124314,0.00006572265,0.000044148892],"domain_scores_gemma":[0.99991,0.000030023653,0.000026408949,0.000012763982,0.000015843156,0.0000049507876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024058344,0.00069468014,0.00034461016,0.00020591904,0.00010980189,0.00034491072,0.00101579,0.00034299673,0.0005737208],"category_scores_gemma":[0.00036578177,0.00023826689,0.00034905938,0.00016631893,0.00022428867,0.00029763792,0.00020080685,0.00035992547,0.0002949037],"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":[0.00014061533,0.000067172325,0.0005776792,0.00020729324,0.000015935713,0.00011754388,0.00004831528,0.01641101,0.97423065,0.0013134225,0.00018838642,0.006681968],"study_design_scores_gemma":[0.000010226441,0.00021134614,0.0006252077,0.000007216985,0.000013373316,0.000083859886,0.0000072787375,0.07577257,0.92120975,0.00019303866,0.0018590259,0.000007016107],"about_ca_topic_score_codex":0.0018748298,"about_ca_topic_score_gemma":0.001037222,"teacher_disagreement_score":0.0018748298,"about_ca_system_score_codex":0.0006483541,"about_ca_system_score_gemma":0.00021770295,"threshold_uncertainty_score":0.004704118},"labels":[],"label_agreement":null},{"id":"W2134487794","doi":"10.1002/ceat.200800296","title":"Electropolishing of Vertical Plates under Intensified Mass Transfer Conditions in a Gas Stirred, Modified Parallel Plate Reactor","year":2008,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Electrodeposition and Electroless Coatings","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":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electropolishing; Mass transfer; Chemistry; Cathode; Limiting current; Electrochemistry; Analytical Chemistry (journal); Polishing; Diffusion; Mass transfer coefficient; Range (aeronautics); Materials science; Thermodynamics; Electrode; Metallurgy; Electrolyte; Composite material; Chromatography","score_opus":0.008471823543352065,"score_gpt":0.1942797461617548,"score_spread":0.18580792261840273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134487794","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":[0.9913446,0.000390135,0.007595014,0.000019871768,0.000021053022,0.000027665154,0.000050430033,0.00011070938,0.0004405206],"genre_scores_gemma":[0.98726857,0.00034775084,0.010658945,0.00001333715,0.000012935738,0.000016363583,0.000089846726,0.000022329283,0.0015698677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981433,0.000019398887,0.000009943062,0.000053746557,0.00007227542,0.000030385201],"domain_scores_gemma":[0.99979,0.000059883216,0.000070086324,0.000034482087,0.000023572267,0.000021911172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025301496,0.0005215754,0.0004281209,0.00018566658,0.00011719158,0.00040742647,0.00049912214,0.00030528664,0.0004546725],"category_scores_gemma":[0.0004617832,0.00031516695,0.0002965316,0.00024904724,0.0002837321,0.00032362,0.00027328255,0.0005115735,0.00016538937],"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":[0.000049927123,0.000010907722,0.00006520884,0.000027472373,0.0000034960563,0.000031025298,0.000009087342,0.00018999245,0.99854124,0.000027534537,0.000008166236,0.0010359974],"study_design_scores_gemma":[0.0000053751646,0.000099653735,0.0006501105,0.0000010941524,0.000005421101,0.00003403701,0.00000455829,0.00087732146,0.9980946,0.000008282628,0.00021709989,0.0000023731418],"about_ca_topic_score_codex":0.0007167069,"about_ca_topic_score_gemma":0.0006707668,"teacher_disagreement_score":0.0007167069,"about_ca_system_score_codex":0.00028341336,"about_ca_system_score_gemma":0.00023068128,"threshold_uncertainty_score":0.0020563602},"labels":[],"label_agreement":null},{"id":"W2135613592","doi":"10.1149/2.063112jes","title":"Corrosion Assessment of Lead Anodes in Nickel Electrowinning","year":2011,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":22,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrowinning; Anode; Overpotential; Corrosion; Materials science; Metallurgy; Sulfuric acid; Nickel; Electrode; Lead dioxide; Electrochemistry; Chemistry","score_opus":0.009764596177949201,"score_gpt":0.22842042688927303,"score_spread":0.21865583071132383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135613592","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":[0.99494463,0.0013870277,0.0017957084,0.000023188579,0.000020231533,0.000025158293,0.00013074718,0.000032597327,0.0016406997],"genre_scores_gemma":[0.99185735,0.0015784081,0.0027134789,0.000015611373,0.0000085797765,0.000025725405,0.00033653472,0.000024162013,0.003440103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995041,0.000107265885,0.00004006032,0.00007227223,0.00020731543,0.00006901179],"domain_scores_gemma":[0.9996779,0.000051409064,0.00002879783,0.000023344355,0.00019469528,0.000023847091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043917366,0.0004693403,0.00042327805,0.0003303835,0.00031807687,0.00047616783,0.00039610724,0.00043800194,0.0007136981],"category_scores_gemma":[0.00067034794,0.00024801528,0.00026583357,0.00046066256,0.00017409341,0.000299923,0.00030681412,0.00027458605,0.0002502292],"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":[0.00019926348,0.000026850461,0.0007008551,0.00006194821,0.000008046578,0.00008899936,0.000093390416,0.00015618175,0.99647105,0.00003627653,0.000027191303,0.0021299634],"study_design_scores_gemma":[0.0000068125,0.0005810551,0.005101624,0.000009860539,0.000026169633,0.000089045374,0.000114551316,0.0009773358,0.9922862,0.000028217646,0.0007734475,0.0000056556196],"about_ca_topic_score_codex":0.0028213302,"about_ca_topic_score_gemma":0.005010439,"teacher_disagreement_score":0.0028213302,"about_ca_system_score_codex":0.000316704,"about_ca_system_score_gemma":0.00024774467,"threshold_uncertainty_score":0.0056098104},"labels":[],"label_agreement":null},{"id":"W2138172595","doi":"10.1149/2.0101506eel","title":"Effects of Rotating Magnetic Fields on Nickel Electro-Deposition","year":2015,"lang":"en","type":"article","venue":"ECS Electrochemistry Letters","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":6,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nickel; Magnet; Texture (cosmology); Magnetic field; Deposition (geology); Rotating magnetic field; Spinning; Coating; Surface finish; Electric field; Condensed matter physics; Composite material; Metallurgy; Mechanical engineering; Physics","score_opus":0.0030701627861183496,"score_gpt":0.1780091836951053,"score_spread":0.17493902090898694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138172595","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":[0.9950604,0.0016681685,0.0005767662,0.000069636335,0.00005300503,0.000014554033,0.00007217082,0.000044910325,0.0024403704],"genre_scores_gemma":[0.99774337,0.00086386065,0.00068160647,0.000035644127,0.000021690357,0.0000070558513,0.000052220326,0.000009172703,0.0005854231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998447,0.000033241693,0.000016795686,0.000031713855,0.00003087064,0.000042731484],"domain_scores_gemma":[0.9996581,0.00017320193,0.000073033036,0.000029202834,0.000043230713,0.000023176326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019993738,0.00031359552,0.00020722863,0.000118901415,0.00015722489,0.00025347446,0.00022065727,0.00020013975,0.001707961],"category_scores_gemma":[0.0006075053,0.0001570761,0.0001202207,0.00013083703,0.0001952157,0.0001874981,0.0001246454,0.00020871565,0.00018863245],"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":[0.00043480785,0.000022567465,0.00019268812,0.00015508402,0.000008140388,0.00013682358,0.000048805403,0.00013261256,0.99591905,0.000115087096,0.00009922642,0.0027351007],"study_design_scores_gemma":[0.00003220594,0.00031495056,0.002717033,0.00000867481,0.000024496827,0.00008668743,0.000032925625,0.0005669849,0.9948761,0.000026133997,0.0013060154,0.000007692413],"about_ca_topic_score_codex":0.0010424347,"about_ca_topic_score_gemma":0.0015098549,"teacher_disagreement_score":0.001707961,"about_ca_system_score_codex":0.00019593569,"about_ca_system_score_gemma":0.00015938508,"threshold_uncertainty_score":0.005713761},"labels":[],"label_agreement":null},{"id":"W2144250050","doi":"10.1149/2.0351504jes","title":"Deposition of Cobalt-Nickel Hybrid Electro-Electroless Deposited (HEED) Modulated Multilayers","year":2015,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Windsor","funders":"","keywords":"Electroplating; Electrolyte; Materials science; Cobalt; Deposition (geology); Nickel; Electroless deposition; Chemical engineering; Metallurgy; Layer (electronics); Metal; Nanotechnology; Electrode; Chemistry","score_opus":0.006939598911833463,"score_gpt":0.20756297415275046,"score_spread":0.200623375240917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144250050","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":[0.9816855,0.000911394,0.010292282,0.00008673792,0.000093243645,0.00003680267,0.00025437787,0.00036767643,0.006272058],"genre_scores_gemma":[0.9815362,0.0004791279,0.013330716,0.000053732158,0.000010497491,0.000019592995,0.00013977593,0.000043354034,0.004387045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987316,0.000005618134,0.000009888628,0.00003348548,0.000048977214,0.000028883334],"domain_scores_gemma":[0.9999168,0.000008989745,0.000019196823,0.000016452877,0.000022473409,0.00001598029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009094096,0.00025761584,0.00022136446,0.00023973393,0.0001639089,0.00041729072,0.00038539764,0.0003069961,0.0007279103],"category_scores_gemma":[0.00022206399,0.00027428177,0.00014600214,0.00018055145,0.00013635842,0.00032190362,0.000343043,0.00031761598,0.00030542465],"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":[0.00001717671,0.0000063186394,0.00007772863,0.000022659187,0.0000046426303,0.000055416385,0.000009598449,0.00010704662,0.9983955,0.00006570537,0.000048883387,0.0011894035],"study_design_scores_gemma":[0.0000048367197,0.000029039116,0.00080294244,0.0000035755138,0.0000072777466,0.00008731285,0.000008781871,0.0012961744,0.9966138,0.00001223028,0.0011307283,0.0000033128513],"about_ca_topic_score_codex":0.0009488839,"about_ca_topic_score_gemma":0.0024327624,"teacher_disagreement_score":0.0009488839,"about_ca_system_score_codex":0.00040910544,"about_ca_system_score_gemma":0.0001582318,"threshold_uncertainty_score":0.0029683113},"labels":[],"label_agreement":null},{"id":"W2149345500","doi":"10.1149/ma2005-02/17/678","title":"Effects of Oxygen and Cuprous Ion on Copper Deposition in the Presence of PEG and MPSA","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Waterloo","funders":"","keywords":"Copper; PEG ratio; Oxygen; Ion; Deposition (geology); Materials science; Chemistry; Metallurgy; Business","score_opus":0.003108846000999655,"score_gpt":0.1875176587849156,"score_spread":0.18440881278391597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149345500","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":[0.99474686,0.001491327,0.00045565437,0.00009568784,0.000058559617,0.00003048115,0.00030477444,0.000041990115,0.002774664],"genre_scores_gemma":[0.9971938,0.00052858144,0.000688162,0.00003546717,0.000016251965,0.000011583561,0.00019525146,0.00001666689,0.0013141865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997236,0.00005074359,0.00002301922,0.000049367805,0.000068675006,0.000084602216],"domain_scores_gemma":[0.99949884,0.00026130446,0.00008403036,0.000041853116,0.000057273897,0.000056688426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033536722,0.00032591182,0.00027176412,0.00014557732,0.00024164992,0.0003253251,0.00035849013,0.00041386514,0.002108036],"category_scores_gemma":[0.00083478,0.00019714855,0.00017332486,0.00019117176,0.000347223,0.0002758466,0.0001473851,0.00037024467,0.0002526642],"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":[0.0017950422,0.00006416731,0.00020362482,0.0002088108,0.00002483804,0.00014494488,0.000093731884,0.00017396669,0.9945732,0.00006686729,0.0001964462,0.0024544024],"study_design_scores_gemma":[0.000037891743,0.00035428462,0.0017758082,0.00000887322,0.000022432438,0.000053810105,0.00003888777,0.0004322059,0.99586236,0.000017356728,0.0013883039,0.000007796982],"about_ca_topic_score_codex":0.0039706007,"about_ca_topic_score_gemma":0.004290648,"teacher_disagreement_score":0.0039706007,"about_ca_system_score_codex":0.0003711812,"about_ca_system_score_gemma":0.00028426878,"threshold_uncertainty_score":0.007894993},"labels":[],"label_agreement":null},{"id":"W2154059583","doi":"10.1142/s2010194512002620","title":"HARDNESS STUDY OF THE PULSE ELECTRODEPOSITED NANOSCALE MULTILAYERS OF<font>CR</font>-<font>NI</font>","year":2012,"lang":"en","type":"article","venue":"International Journal of Modern Physics Conference Series","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Materials science; Electroplating; Indentation hardness; Nickel; Metallurgy; Coating; Chromium; Nanoscopic scale; Deposition (geology); Hardness; Composite material; Microstructure; Layer (electronics); Nanotechnology","score_opus":0.01368765074064842,"score_gpt":0.23885010008095725,"score_spread":0.22516244934030882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154059583","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":[0.99647826,0.0004994602,0.0016046935,0.000023321936,0.000017426575,0.000010976547,0.00013124452,0.00004512198,0.0011893916],"genre_scores_gemma":[0.9950782,0.0002927599,0.0025217982,0.000018850416,0.000005848297,0.00001162086,0.00015818144,0.000025418823,0.0018873533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986887,0.0000055010614,0.0000074987142,0.000030024421,0.00006716828,0.000020796557],"domain_scores_gemma":[0.9998481,0.000026770576,0.00004055082,0.000016762602,0.000049852923,0.000017960097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008500796,0.00017741664,0.00027584107,0.00018261318,0.00012888305,0.00020738422,0.00019242591,0.00024199828,0.0010953884],"category_scores_gemma":[0.00024948193,0.00026471823,0.00019637785,0.00018747181,0.000105518484,0.00018537664,0.00014022851,0.00032724626,0.0001949722],"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":[0.000017837347,0.0000031121542,0.000099142555,0.000021823265,0.0000033201775,0.000018084169,0.000009484146,0.000039136943,0.9992255,0.0000063879306,0.000014767472,0.00054132997],"study_design_scores_gemma":[0.0000051472352,0.00014504897,0.009723563,0.000003952104,0.000016131453,0.00009893395,0.000028998451,0.00094989006,0.9882317,0.000008027996,0.0007830236,0.0000055323826],"about_ca_topic_score_codex":0.001136799,"about_ca_topic_score_gemma":0.002398979,"teacher_disagreement_score":0.001136799,"about_ca_system_score_codex":0.00021321807,"about_ca_system_score_gemma":0.00008927549,"threshold_uncertainty_score":0.003664434},"labels":[],"label_agreement":null},{"id":"W2156697598","doi":"10.4028/www.scientific.net/msf.408-412.1609","title":"The Effect of Substrate Texture and Electroplating Conditions on the Texture and Surface Morphology of Copper Electrodeposits","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Electroplating; Texture (cosmology); Copper; Metallurgy; Morphology (biology); Substrate (aquarium); Composite material; Layer (electronics); Artificial intelligence; Computer science; Image (mathematics)","score_opus":0.0036166022399786867,"score_gpt":0.19369279807996265,"score_spread":0.19007619583998395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156697598","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":[0.9978115,0.00040155943,0.00045590234,0.000034796773,0.000022123048,0.000008117414,0.00009297511,0.000016100432,0.0011569792],"genre_scores_gemma":[0.9983847,0.00022137669,0.00041727454,0.000021154827,0.0000096498425,0.000005767688,0.00009174789,0.000025991318,0.00082230516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984324,0.000020611842,0.000012780402,0.00003144865,0.00004407412,0.00004787336],"domain_scores_gemma":[0.99954224,0.00019586252,0.00008033155,0.00004476909,0.000086610125,0.000050274462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021622982,0.00018302927,0.0002224081,0.00012195298,0.00020997177,0.00051080465,0.00018608448,0.00021312333,0.0017546879],"category_scores_gemma":[0.0010337573,0.00027745264,0.00017094008,0.00022760865,0.00022689468,0.00031706414,0.0001405404,0.00037803053,0.00021899497],"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":[0.0005706821,0.000031319425,0.0009254665,0.000052491105,0.00001188645,0.000108229884,0.000049543833,0.0002363985,0.99436283,0.000045621375,0.00011679952,0.0034887192],"study_design_scores_gemma":[0.000026369386,0.00024951453,0.009936941,0.000003595717,0.000020865431,0.00010801358,0.000057055837,0.0010544455,0.9878686,0.00002596324,0.0006410921,0.000007590516],"about_ca_topic_score_codex":0.0012310715,"about_ca_topic_score_gemma":0.001993256,"teacher_disagreement_score":0.0017546879,"about_ca_system_score_codex":0.00023316854,"about_ca_system_score_gemma":0.00013389412,"threshold_uncertainty_score":0.005870044},"labels":[],"label_agreement":null},{"id":"W2163836812","doi":"10.4028/www.scientific.net/msf.408-412.1139","title":"Effects of Textures on Hydrogen Diffusion in Nickel","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Nickel; Diffusion; Hydrogen; Metallurgy; Chemical physics; Thermodynamics; Organic chemistry; Chemistry","score_opus":0.0032806152333644807,"score_gpt":0.18446276990441757,"score_spread":0.1811821546710531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163836812","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":[0.9982406,0.000375289,0.0002739934,0.000028824434,0.000008794662,0.0000034275315,0.000054222786,0.000016177773,0.0009986899],"genre_scores_gemma":[0.99858594,0.00032385573,0.00045771047,0.000011970618,0.0000029358098,0.00000569184,0.000064439366,0.000011268888,0.0005361905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991107,0.000008316803,0.0000069814514,0.000020803007,0.000030583862,0.000022133981],"domain_scores_gemma":[0.99983716,0.000047248595,0.00005496311,0.000017616037,0.00002605645,0.000016850925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093929244,0.0001702452,0.00018026057,0.00012352949,0.00019445496,0.0003819619,0.00017438213,0.00018086696,0.00082123163],"category_scores_gemma":[0.00041849897,0.00020598777,0.00011484704,0.0001827621,0.0001701556,0.0003213563,0.00018855926,0.0002417075,0.00013392336],"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":[0.00013467099,0.000013701102,0.00046883133,0.00006474519,0.000007623746,0.000104609164,0.00005952407,0.00017140781,0.9969606,0.00010765822,0.000046376674,0.0018602754],"study_design_scores_gemma":[0.0000086372565,0.00007035517,0.003446638,0.000004283969,0.0000092538485,0.00007314811,0.000059413887,0.00077233865,0.9946398,0.000025856145,0.00088366255,0.0000065827453],"about_ca_topic_score_codex":0.0009641438,"about_ca_topic_score_gemma":0.001815624,"teacher_disagreement_score":0.0009641438,"about_ca_system_score_codex":0.00030660504,"about_ca_system_score_gemma":0.00010997741,"threshold_uncertainty_score":0.0027472973},"labels":[],"label_agreement":null},{"id":"W2165324275","doi":"10.1149/1.3551487","title":"Electrodeposition and Electroless Deposition of Metallic Powders: A Comparison","year":2011,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":30,"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":"University of Alberta","keywords":"Overpotential; Materials science; Metal; Copper; Galvanic cell; Deposition (geology); Chemical engineering; Precipitation; Metallurgy; Reducing agent; Inorganic chemistry; Single displacement reaction; Electrochemistry; Electrode; Chemistry","score_opus":0.013086490377274908,"score_gpt":0.20372167142658834,"score_spread":0.19063518104931343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165324275","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":[0.84274614,0.04964463,0.08762714,0.0003673488,0.00067357114,0.0004338813,0.00068063155,0.00059843843,0.017228264],"genre_scores_gemma":[0.8682419,0.02557655,0.092802495,0.00024503726,0.00016853873,0.00017025403,0.0011651374,0.00019427828,0.011435784],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886274,0.00012165846,0.00010900215,0.00024067181,0.0005983535,0.00006759531],"domain_scores_gemma":[0.9995309,0.00017252727,0.00005743348,0.00008696223,0.00012773564,0.00002450287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000526237,0.0004586737,0.0006142717,0.00039013627,0.00016989995,0.00050381484,0.00089377695,0.0007284262,0.0013799085],"category_scores_gemma":[0.00082286494,0.00032614087,0.00035165157,0.00048633997,0.00023338938,0.0006232775,0.00041223795,0.00055783486,0.00070745585],"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":[0.00012246185,0.000048024205,0.00012443007,0.0005498837,0.000035438632,0.00014351141,0.000035854766,0.00013179625,0.97807145,0.0001819817,0.00014155243,0.020413607],"study_design_scores_gemma":[0.000014183477,0.00034168115,0.001749898,0.000015087164,0.000035539015,0.0006434097,0.000016152118,0.0008198893,0.99082726,0.00005551557,0.005472955,0.00000853466],"about_ca_topic_score_codex":0.0002973044,"about_ca_topic_score_gemma":0.0005071829,"teacher_disagreement_score":0.0013799085,"about_ca_system_score_codex":0.00026712246,"about_ca_system_score_gemma":0.00020383237,"threshold_uncertainty_score":0.0046162605},"labels":[],"label_agreement":null},{"id":"W2167154092","doi":"10.1088/0957-4484/17/1/012","title":"Tribological, mechanical and electrochemical properties of nanocrystalline copper deposits produced by pulse electrodeposition","year":2005,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":168,"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 Alberta","funders":"","keywords":"Nanocrystalline material; Materials science; Nanoindentation; Grain size; Tribology; Metallurgy; Copper; Scanning electron microscope; Composite material; Nanotechnology","score_opus":0.005150454570751456,"score_gpt":0.18427186972293338,"score_spread":0.17912141515218194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167154092","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":[0.9972268,0.0006319967,0.0013684569,0.000020534726,0.000012740783,0.0000114319555,0.00012156569,0.000038761355,0.000567815],"genre_scores_gemma":[0.9957514,0.00044652313,0.002587655,0.000010469149,0.000004686301,0.000012723911,0.00007815465,0.00001720083,0.0010912054],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985254,0.0000059259037,0.000011396516,0.000032800766,0.000077825214,0.000019467647],"domain_scores_gemma":[0.99973947,0.000051986568,0.00006037401,0.000040302388,0.000086140426,0.00002165951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013902466,0.0001997436,0.00027130925,0.00034484133,0.00013226566,0.00024151125,0.00026580342,0.0002613333,0.0005980329],"category_scores_gemma":[0.00043096073,0.00019721004,0.00016219623,0.00036014567,0.00017425683,0.00017789808,0.00015547793,0.00025684794,0.00015072513],"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":[0.000033346652,0.000005943671,0.0003453433,0.000036193167,0.000004432951,0.00007675178,0.000030258756,0.00009117211,0.9975127,0.000015603066,0.000027398102,0.0018209945],"study_design_scores_gemma":[0.0000036257973,0.000095520714,0.004388017,0.0000027732856,0.00001055655,0.00009813214,0.000023866449,0.0009464446,0.9940924,0.000008121668,0.00032741332,0.0000031705458],"about_ca_topic_score_codex":0.0014559902,"about_ca_topic_score_gemma":0.0024352332,"teacher_disagreement_score":0.0014559902,"about_ca_system_score_codex":0.0002718792,"about_ca_system_score_gemma":0.000115884744,"threshold_uncertainty_score":0.0028949976},"labels":[],"label_agreement":null},{"id":"W2193122242","doi":"10.1016/j.hydromet.2015.09.003","title":"Electrochemical studies of ionic liquid additives during the zinc electrowinning process","year":2015,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","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":"Hydro-Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Ionic liquid; Electrowinning; Electrolyte; Electrochemistry; Zinc; Bromide; Scanning electron microscope; Inorganic chemistry; Metal; Inductively coupled plasma; Impurity; Nuclear chemistry; Electrode; Catalysis; Organic chemistry; Materials science","score_opus":0.013842679828044274,"score_gpt":0.2483644500534987,"score_spread":0.23452177022545442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193122242","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":[0.9959794,0.0015203725,0.001281955,0.0000525605,0.000036541485,0.000012580173,0.00009363857,0.000028699249,0.0009941747],"genre_scores_gemma":[0.99686074,0.0006193093,0.0009238424,0.000022533293,0.000008734411,0.0000071252425,0.000073055366,0.000010286666,0.0014742425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997832,0.000020143494,0.000018607227,0.000037219084,0.00008791372,0.000052887335],"domain_scores_gemma":[0.9997968,0.00006372901,0.000037973703,0.000021226831,0.000063115884,0.000017088183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022028289,0.00027632748,0.00038463384,0.00021346766,0.00020517055,0.00044063674,0.00045626194,0.00033971673,0.0012253707],"category_scores_gemma":[0.00047334374,0.00019734302,0.00021027248,0.00043428884,0.0002693335,0.00036053197,0.00022473777,0.00054347824,0.00020591648],"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":[0.00033707143,0.00002132606,0.00027790418,0.0000768839,0.00000888233,0.00009763564,0.00008198788,0.00007372146,0.9958091,0.00012310257,0.000032316417,0.0030601476],"study_design_scores_gemma":[0.000008988279,0.00007946412,0.0013405108,0.000004595661,0.000010650661,0.00006215922,0.000044499982,0.0005050431,0.9972817,0.00002005913,0.00063812896,0.000004089781],"about_ca_topic_score_codex":0.0014873792,"about_ca_topic_score_gemma":0.002346876,"teacher_disagreement_score":0.0014873792,"about_ca_system_score_codex":0.00031169562,"about_ca_system_score_gemma":0.00023418607,"threshold_uncertainty_score":0.0040993094},"labels":[],"label_agreement":null},{"id":"W2242358911","doi":"10.4028/www.scientific.net/msf.636-637.1079","title":"Zn-TiO&lt;sub&gt;2&lt;/sub&gt; and ZnNi-TiO&lt;sub&gt;2&lt;/sub&gt; Nanocomposite Coatings: Corrosion Behaviour","year":2010,"lang":"en","type":"article","venue":"Materials science forum","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Nanocomposite; Corrosion; Phase (matter); Metallurgy; Coating; Alloy; Metal; Cathodic protection; Chemical engineering; Conversion coating; Porosity; Electrode; Composite material; Electrochemistry","score_opus":0.004191380791729836,"score_gpt":0.202981471275386,"score_spread":0.19879009048365615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242358911","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":[0.99673104,0.0003729112,0.0017961184,0.000018567218,0.000014774869,0.000008888417,0.00008112071,0.00003499852,0.0009415867],"genre_scores_gemma":[0.99419975,0.00027990303,0.0028797244,0.000011328151,0.000003986572,0.0000063576204,0.00017150922,0.000024256287,0.002423089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999871,0.0000070379056,0.0000073015044,0.000026999305,0.00006843974,0.00001919362],"domain_scores_gemma":[0.9999144,0.000008205761,0.000018138122,0.000008160559,0.0000335059,0.000017558776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086926404,0.00023948035,0.00023338162,0.00019131068,0.000103970146,0.0002855185,0.00022950364,0.00018554267,0.00061817525],"category_scores_gemma":[0.00023592314,0.00014448108,0.00012650606,0.0001399528,0.00013377199,0.00019467721,0.00012402132,0.0002441518,0.00015286785],"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":[0.000039147766,0.000005266046,0.00012103339,0.00001516852,0.0000027303868,0.0000141580185,0.000005556704,0.000038817157,0.9991844,0.000007905944,0.000008189033,0.0005574586],"study_design_scores_gemma":[0.000003656907,0.00007126411,0.0025484436,0.0000013340642,0.000009622996,0.0000702526,0.000015259144,0.0006091176,0.99615884,0.00000548021,0.0005044663,0.0000021768687],"about_ca_topic_score_codex":0.0026377938,"about_ca_topic_score_gemma":0.0054513738,"teacher_disagreement_score":0.0026377938,"about_ca_system_score_codex":0.00027002,"about_ca_system_score_gemma":0.00011102648,"threshold_uncertainty_score":0.0052449107},"labels":[],"label_agreement":null},{"id":"W2248745193","doi":"10.1149/ma2012-02/46/3329","title":"Electroless Deposition of Cu and Ag on Valve Metal Substrates","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Electroless deposition; Materials science; Deposition (geology); Metal; Metallurgy; Geology","score_opus":0.007964743498181617,"score_gpt":0.2138111555456126,"score_spread":0.20584641204743098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248745193","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":[0.9397381,0.007196932,0.024121672,0.00026196204,0.0013050173,0.0001591874,0.0009579541,0.0015947261,0.024664575],"genre_scores_gemma":[0.9779383,0.001162563,0.0062216776,0.0000706641,0.00003592792,0.000027980639,0.00051468296,0.00010235536,0.013925931],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981827,0.0000142444915,0.00001190038,0.000052580494,0.00006532967,0.000037735674],"domain_scores_gemma":[0.9998429,0.000042172152,0.000022237306,0.00004289313,0.000033466844,0.000016268385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016477657,0.00028171373,0.00026654775,0.00027818157,0.00017212833,0.00043553818,0.000668515,0.00034529416,0.0020569135],"category_scores_gemma":[0.0005277261,0.00018933413,0.00012701287,0.0001988465,0.00015697892,0.0002539764,0.00019354819,0.0003456395,0.0005418579],"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":[0.00008581636,0.000009905593,0.00009393184,0.00013111842,0.0000073343463,0.000107540465,0.000020464922,0.000084028456,0.99376017,0.00021554797,0.00053310394,0.0049509844],"study_design_scores_gemma":[0.0000073749047,0.00008995979,0.00077683205,0.000009319606,0.0000075355315,0.00010884305,0.000017561806,0.00077216106,0.99370766,0.000047375153,0.004450807,0.0000044451835],"about_ca_topic_score_codex":0.00075863244,"about_ca_topic_score_gemma":0.0014172993,"teacher_disagreement_score":0.0020569135,"about_ca_system_score_codex":0.00024991116,"about_ca_system_score_gemma":0.00018537646,"threshold_uncertainty_score":0.006881118},"labels":[],"label_agreement":null},{"id":"W2262418636","doi":"10.1039/c5ra24371h","title":"Effect of particle size on the surface activity of TiC–Ni composite coating via the interfacial valence electron localization","year":2016,"lang":"en","type":"article","venue":"RSC Advances","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"AUTO21 Network of Centres of Excellence","keywords":"Materials science; Composite number; Coating; Valence electron; Particle size; Particle (ecology); Corrosion; Valence (chemistry); Composite material; Metallurgy; Chemical engineering; Electron; Chemistry; Physics","score_opus":0.004126826596439497,"score_gpt":0.22863750536299451,"score_spread":0.224510678766555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262418636","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":[0.9965094,0.00055254047,0.0014439774,0.00003375215,0.000023597968,0.000015211718,0.00009173376,0.0000482272,0.001281544],"genre_scores_gemma":[0.9981933,0.00027079778,0.0008457352,0.000017615188,0.0000042958595,0.000013771733,0.0000656925,0.0000146144,0.0005742586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981457,0.000014140355,0.000018154153,0.000052421183,0.00006332822,0.000037432375],"domain_scores_gemma":[0.99955076,0.00019073309,0.00007243542,0.0000489959,0.00010637644,0.00003058133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028708225,0.00035570405,0.00024640124,0.00018587681,0.00012996278,0.00039765562,0.0003413315,0.00030596263,0.0011689701],"category_scores_gemma":[0.00068290107,0.00025658947,0.00021914724,0.00015721124,0.00026499396,0.0003727281,0.00017973196,0.00045291407,0.00017395368],"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":[0.00011366027,0.000017739267,0.0002653525,0.00005058635,0.000009093346,0.000040563475,0.0000427129,0.00014586477,0.9976052,0.000048220554,0.00003030598,0.0016307842],"study_design_scores_gemma":[0.00000517585,0.00007641978,0.0026362739,0.0000026021964,0.000016903474,0.000025842925,0.000018308834,0.0011850188,0.99580127,0.000011803094,0.00021644804,0.0000039316283],"about_ca_topic_score_codex":0.0012207348,"about_ca_topic_score_gemma":0.0025064978,"teacher_disagreement_score":0.0012207348,"about_ca_system_score_codex":0.00026456406,"about_ca_system_score_gemma":0.00014488268,"threshold_uncertainty_score":0.003910601},"labels":[],"label_agreement":null},{"id":"W2263025330","doi":"10.1016/j.triboint.2016.01.047","title":"Effect of reinforcement and heat treatment on elevated temperature sliding of electroless Ni–P/SiC composite coatings","year":2016,"lang":"en","type":"article","venue":"Tribology International","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":57,"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":"Queen's University; Queen's University Belfast","keywords":"Materials science; Composite number; Abrasive; Composite material; Polishing; Ceramic; Coating; Adhesive wear; Adhesive; Phase (matter)","score_opus":0.003922735072516494,"score_gpt":0.2282785645267664,"score_spread":0.2243558294542499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263025330","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":[0.99905354,0.0003187913,0.00016703286,0.000009304437,0.000025556685,0.0000061643027,0.000027924481,0.000016447611,0.00037520638],"genre_scores_gemma":[0.99909425,0.000112267226,0.0002996515,0.000009482204,0.0000055470005,0.0000032236728,0.000036402085,0.000007881862,0.00043131586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997738,0.000025452768,0.0000312938,0.00004149338,0.000058464175,0.0000694368],"domain_scores_gemma":[0.99965787,0.000099054545,0.00006541632,0.00004596783,0.000076844975,0.000054828986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021328313,0.00033238047,0.00033455723,0.00018899216,0.00020562767,0.00026207961,0.00029932597,0.00035430223,0.002012354],"category_scores_gemma":[0.000538121,0.0002773942,0.00028006756,0.00020408072,0.00028359797,0.00029509663,0.00014993787,0.00047129387,0.00021509969],"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":[0.0009963713,0.00006720127,0.0003125574,0.00006847574,0.00001663548,0.00007601218,0.00005705202,0.00023782696,0.9959174,0.000021594555,0.000038560942,0.0021903608],"study_design_scores_gemma":[0.00001496297,0.00044023077,0.0034725377,0.0000038209846,0.000023597373,0.000029584979,0.00002714772,0.00075289,0.9949753,0.0000043012137,0.0002496227,0.000006031673],"about_ca_topic_score_codex":0.0012387531,"about_ca_topic_score_gemma":0.0028097401,"teacher_disagreement_score":0.002012354,"about_ca_system_score_codex":0.00024479465,"about_ca_system_score_gemma":0.0002348318,"threshold_uncertainty_score":0.0067319274},"labels":[],"label_agreement":null},{"id":"W2264911911","doi":"10.1007/s10800-016-0943-3","title":"On the use of atomic force microscopy and scaling analysis to quantify the roughness of zinc electrodeposits produced from an industrial acid sulfate electrolyte containing glue","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada); Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zinc; GLUE; Electrolyte; Electrochemistry; Atomic force microscopy; Surface finish; Scaling; Electroplating; Materials science; Chemistry; Surface roughness; Nanotechnology; Inorganic chemistry; Chemical engineering; Metallurgy; Composite material; Electrode; Physical chemistry; Engineering","score_opus":0.016362040805923374,"score_gpt":0.23398390763857901,"score_spread":0.21762186683265564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264911911","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":[0.97026587,0.000415671,0.026846021,0.000071182876,0.000032341555,0.000041791263,0.00022588889,0.00016977258,0.0019314938],"genre_scores_gemma":[0.96809524,0.000364666,0.029982295,0.00002907386,0.000009889034,0.000025196483,0.0001435245,0.000031393614,0.0013187241],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997029,0.000017943554,0.000017263934,0.000037077967,0.00020820854,0.000016605967],"domain_scores_gemma":[0.9994715,0.00016808152,0.00007617708,0.00008608244,0.00018071354,0.000017459612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002773228,0.00022954085,0.0001535542,0.00056489947,0.00019868351,0.00033742134,0.00035067872,0.0003179944,0.0006420528],"category_scores_gemma":[0.00065923977,0.00018231149,0.00021375544,0.00027660004,0.00027795037,0.0002325686,0.0001859612,0.00030410377,0.00017797324],"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":[0.000026092102,0.000011062114,0.00055465795,0.000012871791,0.0000024815345,0.000027419288,0.00002283224,0.000103594044,0.9956845,0.00007512524,0.00003008285,0.0034492067],"study_design_scores_gemma":[0.000002445284,0.00007141596,0.008474493,0.0000031406034,0.000009195566,0.000097668984,0.00002704563,0.006244279,0.9845353,0.000037713362,0.00049066416,0.0000066932544],"about_ca_topic_score_codex":0.001329879,"about_ca_topic_score_gemma":0.003031179,"teacher_disagreement_score":0.001329879,"about_ca_system_score_codex":0.00020110539,"about_ca_system_score_gemma":0.00014454503,"threshold_uncertainty_score":0.0026443005},"labels":[],"label_agreement":null},{"id":"W2265990537","doi":"10.1149/ma2013-01/2/49","title":"Znic Deposition under Different Components of Saturated Electrolyte and Different Electrodes","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Waterloo","funders":"","keywords":"Electrolyte; Electrode; Deposition (geology); Materials science; Chemical engineering; Chemistry; Geology; Engineering; Geomorphology","score_opus":0.007119187828727662,"score_gpt":0.19232930039405238,"score_spread":0.1852101125653247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265990537","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":[0.9706106,0.0049991105,0.0060580624,0.00026285427,0.00038615306,0.00016297039,0.0030272743,0.00042459703,0.014068422],"genre_scores_gemma":[0.98076445,0.0029819354,0.0044410476,0.00007518009,0.000038029284,0.000052434083,0.0027852342,0.00008801203,0.008773782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997482,0.000018568233,0.000019104338,0.000066133645,0.000091482194,0.00005647003],"domain_scores_gemma":[0.9998567,0.000025873125,0.000016725475,0.000023838804,0.00006218715,0.000014615054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022203835,0.00040277542,0.00035380048,0.00030208245,0.00025749355,0.00045176366,0.0005743629,0.00034923592,0.0026608761],"category_scores_gemma":[0.0005081744,0.00017254852,0.00012433628,0.00057993724,0.00021979949,0.00024796446,0.00020027872,0.00035031818,0.00043179694],"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":[0.00022206004,0.00001947664,0.00014269071,0.00018383529,0.000011010989,0.000058956888,0.00001863484,0.000057497804,0.99677104,0.0001210206,0.000271614,0.0021220047],"study_design_scores_gemma":[0.0000122419715,0.000054788215,0.0006359391,0.000009107791,0.000021939322,0.000039378745,0.00002368576,0.00019723372,0.9963391,0.000019408564,0.002644049,0.00000317487],"about_ca_topic_score_codex":0.0050385892,"about_ca_topic_score_gemma":0.00764059,"teacher_disagreement_score":0.0050385892,"about_ca_system_score_codex":0.0005818432,"about_ca_system_score_gemma":0.0004387556,"threshold_uncertainty_score":0.0100185275},"labels":[],"label_agreement":null},{"id":"W2268672843","doi":"10.1149/ma2013-02/2/34","title":"Negative Electrodes Based on the Fe<sub>x</sub>Zn<sub>1-X</sub> Alloy System","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alloy; Electrode; Materials science; Metallurgy; Chemistry","score_opus":0.005972790235397945,"score_gpt":0.18033987875899074,"score_spread":0.17436708852359278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268672843","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":[0.9295686,0.0049877837,0.025309084,0.00069629354,0.00087200914,0.00011517817,0.0006931792,0.0007751573,0.036982812],"genre_scores_gemma":[0.96087885,0.0018594364,0.011115952,0.00016421938,0.00005003629,0.000026645941,0.0003839512,0.00007320863,0.025447542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998622,0.000008701158,0.000004862314,0.000037690465,0.0000675942,0.000018871102],"domain_scores_gemma":[0.99990714,0.000020077423,0.00001481234,0.000010771891,0.000037251644,0.000009863063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011949838,0.00042820172,0.00035214206,0.00020557336,0.00021927078,0.00048117887,0.0009987758,0.00046603265,0.0028211274],"category_scores_gemma":[0.00034437288,0.00016901223,0.00009098883,0.00011496187,0.00030438104,0.0004164401,0.0003161269,0.00036597988,0.0011136333],"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":[0.00015150453,0.000011341197,0.00022068032,0.00016554756,0.0000075010585,0.00010606074,0.000028414455,0.00006167735,0.99097556,0.00089741603,0.0007598289,0.006614512],"study_design_scores_gemma":[0.000019892868,0.00009818,0.001284433,0.000015327034,0.0000206948,0.00032756611,0.000036621397,0.0009419049,0.9862597,0.00020568336,0.010784213,0.000005843815],"about_ca_topic_score_codex":0.0006659825,"about_ca_topic_score_gemma":0.0017176175,"teacher_disagreement_score":0.0028211274,"about_ca_system_score_codex":0.0002756468,"about_ca_system_score_gemma":0.00010265947,"threshold_uncertainty_score":0.009437561},"labels":[],"label_agreement":null},{"id":"W2272066874","doi":"10.1149/ma2005-01/2/89","title":"Effect of Tiron on Electroless Fabrication of Nanowires within Alumina Templates","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"National Research Council Canada","funders":"","keywords":"Template; Tiron; Fabrication; Materials science; Nanowire; Nanotechnology; Chemistry; Medicine","score_opus":0.003314582637408551,"score_gpt":0.20369226546309074,"score_spread":0.2003776828256822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272066874","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":[0.9881925,0.0018227905,0.002602202,0.0001551049,0.00015807556,0.000043975146,0.00018834179,0.00016688992,0.0066701686],"genre_scores_gemma":[0.99288744,0.00083962106,0.0018338109,0.00011091277,0.000031855565,0.000019453835,0.00019350856,0.000082112056,0.0040012915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996283,0.000058645295,0.000023985445,0.00010153486,0.00008731426,0.00010020276],"domain_scores_gemma":[0.99931824,0.00037789365,0.000105817315,0.00009228599,0.000064080414,0.000041685194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031360448,0.0003250718,0.00034969486,0.00012203487,0.00015574368,0.00045346463,0.00057181716,0.00056195713,0.0027836477],"category_scores_gemma":[0.00098403,0.00026023408,0.00023784224,0.00013550954,0.00029446962,0.00040984788,0.0002785462,0.00044766112,0.0006148428],"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":[0.00029840606,0.000017307972,0.000036762744,0.00009990434,0.0000108035165,0.000117087184,0.00005247511,0.0000473024,0.9979171,0.00006676264,0.00009965227,0.0012364112],"study_design_scores_gemma":[0.000016822927,0.00013278866,0.000430609,0.0000056084896,0.000009396324,0.00006982685,0.000020204212,0.00022534751,0.9983529,0.000009402078,0.00072311534,0.000004003348],"about_ca_topic_score_codex":0.0005405067,"about_ca_topic_score_gemma":0.0011756708,"teacher_disagreement_score":0.0027836477,"about_ca_system_score_codex":0.0002674489,"about_ca_system_score_gemma":0.00014836395,"threshold_uncertainty_score":0.009312272},"labels":[],"label_agreement":null},{"id":"W2276302879","doi":"10.1149/ma2013-02/38/2394","title":"Electrodeposition of Cobalt-Tungsten Alloys From An Alkaline Citrate-Containing Bath As Barrier Layers in Electronic Application","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tungsten; Cobalt; Materials science; Metallurgy; Chemical engineering; Chemistry; Inorganic chemistry; Engineering","score_opus":0.004040531903665802,"score_gpt":0.21069912325247872,"score_spread":0.20665859134881293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276302879","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":[0.9620473,0.012328167,0.016600117,0.00040312365,0.00033842007,0.00008847533,0.00023378826,0.00014687216,0.007813728],"genre_scores_gemma":[0.9771358,0.0038478635,0.007969305,0.000048212274,0.000018646824,0.000019883582,0.00020861629,0.00004252005,0.010709182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998803,0.000011498034,0.00000806838,0.000019709114,0.00005516662,0.000025142053],"domain_scores_gemma":[0.9999155,0.000021103211,0.0000071262234,0.000010325885,0.000034111727,0.000011820478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016681256,0.00021257378,0.00033985588,0.0002036053,0.00017797748,0.00046002583,0.0004034671,0.00042212845,0.0013359097],"category_scores_gemma":[0.00028554653,0.00022568279,0.00016318113,0.00022575146,0.00012379186,0.0002543421,0.0001713487,0.00030475447,0.0005265092],"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":[0.00007681218,0.0000067424517,0.000055167355,0.00008709739,0.0000036208266,0.000038581067,0.000011298505,0.00005565065,0.9973585,0.00012926533,0.00010391319,0.002073382],"study_design_scores_gemma":[0.0000048786846,0.000041546842,0.00029581832,0.0000050017816,0.000008332485,0.00004475889,0.000008767809,0.0004900833,0.99787354,0.0000256768,0.0011998578,0.0000016913476],"about_ca_topic_score_codex":0.0012058005,"about_ca_topic_score_gemma":0.0031986162,"teacher_disagreement_score":0.0013359097,"about_ca_system_score_codex":0.00031644807,"about_ca_system_score_gemma":0.00027554773,"threshold_uncertainty_score":0.0044690967},"labels":[],"label_agreement":null},{"id":"W2282481866","doi":"10.1149/ma2007-02/16/963","title":"Modeling of Electroplating Processes","year":2007,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Electroplating; Computer science; Materials science; Process engineering; Engineering; Nanotechnology","score_opus":0.00831608138930774,"score_gpt":0.21731108566278584,"score_spread":0.2089950042734781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282481866","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":[0.18419018,0.004652406,0.5746489,0.0019939675,0.000974446,0.000547071,0.0071595637,0.0034849592,0.22234847],"genre_scores_gemma":[0.8961925,0.0020385282,0.037842873,0.00014717785,0.00009862629,0.00040946162,0.0024467355,0.0005298064,0.060294237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979395,0.000028782362,0.000009052783,0.0000373694,0.00009423182,0.00003662844],"domain_scores_gemma":[0.9998116,0.00007003679,0.000019337382,0.000030905558,0.00005445593,0.000013735959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021283438,0.0010456364,0.0010582927,0.00046289165,0.00042652874,0.001140709,0.0017260876,0.0019228706,0.012162422],"category_scores_gemma":[0.000653681,0.000598741,0.0009375567,0.00069815054,0.00031549585,0.0010975876,0.00039187603,0.0006148205,0.002160437],"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":[0.000039103747,0.000048711412,0.00030132415,0.00013916043,0.000025028232,0.00013661037,0.000026794125,0.97712266,0.008248206,0.006210912,0.0017898151,0.005911572],"study_design_scores_gemma":[0.000011595571,0.00001445639,0.00015365174,0.000007925287,0.0000075321173,0.000024396219,0.000005205417,0.9936885,0.0022176793,0.00095012976,0.0029131726,0.000005657307],"about_ca_topic_score_codex":0.01536739,"about_ca_topic_score_gemma":0.0074518244,"teacher_disagreement_score":0.01536739,"about_ca_system_score_codex":0.0010213611,"about_ca_system_score_gemma":0.0009838083,"threshold_uncertainty_score":0.040687323},"labels":[],"label_agreement":null},{"id":"W2285361199","doi":"10.1149/ma2013-02/36/2312","title":"Electrodeposition of Organic-Inorganic Films for Biomedical Applications","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Nanotechnology; Chemical engineering; Engineering","score_opus":0.0045505524561186604,"score_gpt":0.20143201344491188,"score_spread":0.19688146098879322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285361199","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":[0.594186,0.14221686,0.14551601,0.0044103228,0.008421311,0.0008212185,0.006034469,0.0017713808,0.096622415],"genre_scores_gemma":[0.8358439,0.035896454,0.045390397,0.0008978629,0.0006000653,0.00020460751,0.0037143014,0.00019459061,0.07725787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998073,0.000011903471,0.000010828833,0.000044268625,0.00009812137,0.000027572918],"domain_scores_gemma":[0.9999099,0.000031942214,0.000010747293,0.000009780541,0.00002639112,0.000011295219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024279497,0.000516318,0.00032064167,0.00023957994,0.00019464157,0.0003408575,0.0006150245,0.00055696676,0.0065258774],"category_scores_gemma":[0.0003536356,0.00020128801,0.00022550469,0.000265639,0.0001221485,0.0003120236,0.0002175463,0.00047310715,0.0017573335],"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":[0.00003683078,0.000010751354,0.000019885476,0.00019774983,0.000006210543,0.00004407517,0.000003988874,0.000023929795,0.99302024,0.0001444855,0.00065915385,0.0058327946],"study_design_scores_gemma":[0.000009448043,0.00008494915,0.00041008662,0.000016929434,0.000013276869,0.000090000816,0.000006240578,0.00027389824,0.9854107,0.000056161563,0.013625887,0.0000024634307],"about_ca_topic_score_codex":0.00046061355,"about_ca_topic_score_gemma":0.0011750092,"teacher_disagreement_score":0.0065258774,"about_ca_system_score_codex":0.00026167836,"about_ca_system_score_gemma":0.00018748181,"threshold_uncertainty_score":0.021831214},"labels":[],"label_agreement":null},{"id":"W2285991641","doi":"10.1149/ma2013-02/6/518","title":"Self-Discharge of Secondary Zinc Electrode Deposits Subjected to Various Plating Conditions","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Zinc; Plating (geology); Electrode; Materials science; Metallurgy; Chemistry; Geology","score_opus":0.004163613757908884,"score_gpt":0.19848188088602778,"score_spread":0.1943182671281189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285991641","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":[0.9922575,0.00087874214,0.001751019,0.00006838179,0.000100847916,0.000034339962,0.0006005614,0.00007963832,0.0042290245],"genre_scores_gemma":[0.99321824,0.00048388712,0.000802157,0.000025272733,0.00001612142,0.000012774687,0.00053987943,0.0000402176,0.0048613953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998417,0.000007683386,0.000007720353,0.000035944762,0.00006549409,0.000041516865],"domain_scores_gemma":[0.9997849,0.00005742759,0.000028410126,0.00003181965,0.000070587645,0.000026913563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018118351,0.0003420602,0.00046285326,0.000304149,0.00027473035,0.00035551487,0.00045571817,0.00036250555,0.0041719023],"category_scores_gemma":[0.0004957306,0.0001576177,0.00022581991,0.00040173696,0.00023806593,0.0002463653,0.00014838573,0.0005421692,0.0006149515],"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":[0.000211101,0.000021603157,0.00022735691,0.000079366815,0.000011794698,0.00008868129,0.000056866174,0.000066389905,0.9974056,0.00007115007,0.00018077169,0.0015794277],"study_design_scores_gemma":[0.00001246593,0.000102090606,0.0021618374,0.000005839215,0.000010450457,0.000052012405,0.000027826485,0.0004127511,0.99634534,0.000028413686,0.0008386963,0.000002274438],"about_ca_topic_score_codex":0.0017517612,"about_ca_topic_score_gemma":0.0029633516,"teacher_disagreement_score":0.0041719023,"about_ca_system_score_codex":0.0003774065,"about_ca_system_score_gemma":0.0002813892,"threshold_uncertainty_score":0.013956428},"labels":[],"label_agreement":null},{"id":"W2286152370","doi":"10.1149/ma2005-02/4/172","title":"Sn-C Composite Electrodeposition for Anode Material of Li-ion Battery","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Anode; Composite number; Battery (electricity); Materials science; Ion; Composite material; Metallurgy; Chemical engineering; Chemistry; Electrode; Engineering; Physics; Physical chemistry; Thermodynamics; Organic chemistry","score_opus":0.004464619415873926,"score_gpt":0.19344206062566074,"score_spread":0.18897744120978682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286152370","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":[0.94704616,0.014956105,0.01857654,0.00041737038,0.00069204456,0.00014456573,0.00094924826,0.00047208235,0.016745819],"genre_scores_gemma":[0.9658503,0.004456673,0.012165202,0.00008398553,0.00005366192,0.000029821562,0.0007089595,0.00006626041,0.016585147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987066,0.000009711741,0.00000820174,0.000026159432,0.00006684194,0.000018365079],"domain_scores_gemma":[0.99991953,0.000017919412,0.0000053248095,0.0000063602242,0.00004105853,0.000009837484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019553183,0.00031424736,0.00033757964,0.0005089292,0.00040340633,0.00028699823,0.00059554353,0.0005624078,0.0028680682],"category_scores_gemma":[0.00023378048,0.0001862096,0.0002189624,0.00027279524,0.00011915258,0.00034273264,0.00015183093,0.0002999044,0.0007962719],"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":[0.00017414874,0.000015923635,0.00006906281,0.00017851195,0.0000051800166,0.00006037314,0.000011067882,0.00012777557,0.99348265,0.00013934886,0.00034741353,0.0053885486],"study_design_scores_gemma":[0.000004498316,0.00006564976,0.00033515505,0.000005286096,0.000009826312,0.00007443015,0.000006766787,0.00083190727,0.997033,0.000026674055,0.0016038177,0.0000028226302],"about_ca_topic_score_codex":0.0013511382,"about_ca_topic_score_gemma":0.0046749813,"teacher_disagreement_score":0.0028680682,"about_ca_system_score_codex":0.00030454333,"about_ca_system_score_gemma":0.000249668,"threshold_uncertainty_score":0.009594619},"labels":[],"label_agreement":null},{"id":"W2286510992","doi":"10.4071/isom-2013-ta17","title":"Analysis of stress/strain in Electroless Copper Films","year":2013,"lang":"en","type":"article","venue":"IMAPSource Proceedings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Materials science; Copper; Delamination (geology); Composite material; Stress (linguistics); Substrate (aquarium); Ultimate tensile strength; Compressive strength; Adhesion; Metallurgy","score_opus":0.0035340940040859497,"score_gpt":0.1910231963762299,"score_spread":0.18748910237214395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286510992","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":[0.99821126,0.0002150263,0.001129673,0.000011450981,0.000005417832,0.0000046755613,0.000060061426,0.000015512102,0.00034687604],"genre_scores_gemma":[0.99816436,0.00020685165,0.0008554389,0.00000858101,0.000003402136,0.000008001859,0.00008993614,0.0000103822495,0.0006530722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988246,0.000006975894,0.000007431369,0.000027777593,0.00005968184,0.000015710199],"domain_scores_gemma":[0.9997464,0.000050639068,0.00007771587,0.000027590124,0.000073322415,0.000024386287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010060505,0.00020816892,0.00016561424,0.00024279332,0.000117199175,0.0002046813,0.00024015649,0.00021240096,0.0009502225],"category_scores_gemma":[0.00028982575,0.00017244111,0.00011423082,0.00024878714,0.00023095417,0.00018329335,0.00012304854,0.0002632609,0.00008888712],"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":[0.000020136107,0.0000036774063,0.00027707394,0.000019211957,0.000003149192,0.000039619066,0.000018904886,0.000074470605,0.9987734,0.00000994359,0.000005599092,0.0007548852],"study_design_scores_gemma":[0.0000043857035,0.00014617821,0.02069864,0.0000057209636,0.0000096587355,0.00008399906,0.000040729687,0.0014431146,0.9772783,0.00001756014,0.00026576067,0.000005807482],"about_ca_topic_score_codex":0.00059831486,"about_ca_topic_score_gemma":0.00070653216,"teacher_disagreement_score":0.0009502225,"about_ca_system_score_codex":0.00018688981,"about_ca_system_score_gemma":0.00007739457,"threshold_uncertainty_score":0.0031787753},"labels":[],"label_agreement":null},{"id":"W2291409456","doi":"10.1149/ma2008-02/7/610","title":"Study of Sn30(Co1-xFex)30C40 Alloy Negative Electrode Materials Prepared by Mechanical Attriting","year":2008,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alloy; Materials science; Electrode; Metallurgy; Composite material; Chemistry","score_opus":0.014444536388534995,"score_gpt":0.22775396269252282,"score_spread":0.21330942630398783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291409456","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":[0.9938006,0.0012391516,0.0006433826,0.000046872497,0.000032457352,0.000015591264,0.00013767846,0.000029653685,0.0040546646],"genre_scores_gemma":[0.9940784,0.000552079,0.0010181112,0.000020599007,0.000009210662,0.000009308904,0.00024952707,0.00002600985,0.0040366803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983215,0.000014107105,0.000007636044,0.000030502924,0.000084564774,0.00003107116],"domain_scores_gemma":[0.99983037,0.000042776785,0.00002018373,0.00001810789,0.00007159877,0.000016983104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021340356,0.00023871417,0.0002588681,0.00030875753,0.00033117883,0.00024475754,0.00038091262,0.00036659182,0.0019832198],"category_scores_gemma":[0.00031293996,0.00013782302,0.000117013595,0.00029625694,0.00023276026,0.00019312826,0.00012255041,0.00019613028,0.00031194952],"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":[0.00011125616,0.000012571348,0.00008142314,0.000086303065,0.0000045523493,0.00008295563,0.000053638025,0.00004599267,0.99779344,0.00014596577,0.00009910259,0.0014828709],"study_design_scores_gemma":[0.000007712072,0.00018456888,0.001618229,0.0000050991384,0.000010173171,0.00016246445,0.00004857002,0.0005211898,0.9952702,0.000029102088,0.0021382968,0.0000043974765],"about_ca_topic_score_codex":0.0022845815,"about_ca_topic_score_gemma":0.003556845,"teacher_disagreement_score":0.0022845815,"about_ca_system_score_codex":0.00028264214,"about_ca_system_score_gemma":0.00017220911,"threshold_uncertainty_score":0.0066345334},"labels":[],"label_agreement":null},{"id":"W2291441590","doi":"10.1149/ma2015-02/22/915","title":"Hybrid Electro-Electroless Deposition (HEED)","year":2015,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Windsor","funders":"","keywords":"Electroplating; Deposition (geology); Materials science; Layer (electronics); Electrolyte; Metallurgy; Alloy; Metal; Chemical engineering; Nanotechnology; Chemistry; Geology; Electrode","score_opus":0.009701047270367814,"score_gpt":0.21045120635942952,"score_spread":0.2007501590890617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291441590","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":[0.408216,0.01938805,0.46561024,0.0006588244,0.0013109794,0.00046622797,0.0014854089,0.0055425246,0.097321786],"genre_scores_gemma":[0.717176,0.0043154396,0.20513067,0.00050894637,0.00011289455,0.00013888134,0.00097574806,0.00029035902,0.07135112],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992829,0.000022629009,0.000021061118,0.00014668836,0.00046404154,0.000062747255],"domain_scores_gemma":[0.9998493,0.000022524373,0.000027406866,0.00004024267,0.00004660407,0.000013817833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002561727,0.000387384,0.00042506933,0.0004871935,0.00032921138,0.0008871555,0.0011821092,0.00081838074,0.002584958],"category_scores_gemma":[0.00025932782,0.0003667565,0.00029306783,0.00042606608,0.00041670617,0.00091573544,0.0012150789,0.00063438993,0.0011638231],"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":[0.000083948624,0.000051578423,0.00055557577,0.00033815103,0.00004516353,0.000298641,0.000063730164,0.0011542799,0.92423683,0.004319898,0.003796076,0.06505617],"study_design_scores_gemma":[0.00002293773,0.00017817499,0.0016260557,0.000026497419,0.000024610797,0.0009649573,0.000022866921,0.006444068,0.9166969,0.0003960037,0.07355743,0.000039523573],"about_ca_topic_score_codex":0.00074744975,"about_ca_topic_score_gemma":0.002122953,"teacher_disagreement_score":0.002584958,"about_ca_system_score_codex":0.000574023,"about_ca_system_score_gemma":0.00029495542,"threshold_uncertainty_score":0.008647561},"labels":[],"label_agreement":null},{"id":"W2309673495","doi":"10.1149/ma2014-02/5/352","title":"Very High Surface Capacity with Si Negative Electrodes Embedded in Copper Foam as 3D Current Collector","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Graphite; Electrode; Materials science; Gravimetric analysis; Current collector; Lithium (medication); Silicon; Composite material; Nanotechnology; Lithium-ion battery; Copper; Chemical engineering; Battery (electricity); Optoelectronics; Metallurgy; Chemistry; Electrolyte; Organic chemistry","score_opus":0.006944965839611228,"score_gpt":0.20638748994717254,"score_spread":0.1994425241075613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309673495","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":[0.92406625,0.014845762,0.02700989,0.0011091897,0.0007855243,0.000113814254,0.0015643424,0.0037242863,0.026780916],"genre_scores_gemma":[0.9775169,0.0021986042,0.013937479,0.00015014075,0.00011486019,0.00006145678,0.00071640377,0.00014309802,0.0051610395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996325,0.000019127287,0.000016511567,0.00008595471,0.00019453406,0.000051427814],"domain_scores_gemma":[0.9997342,0.00004350068,0.00003552207,0.000050433675,0.00010549834,0.00003089326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024536037,0.0005787255,0.00045697123,0.001001148,0.00029666026,0.00080426526,0.0012301321,0.00086153834,0.0026879779],"category_scores_gemma":[0.0006557501,0.00040057235,0.00042197836,0.00067872426,0.000374481,0.00083715224,0.00050803303,0.00068988366,0.0020001526],"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":[0.00015059645,0.00005683437,0.00046682137,0.00037149305,0.000029805715,0.00044931247,0.00021885862,0.00095222023,0.96976066,0.0011264974,0.0030188307,0.023397956],"study_design_scores_gemma":[0.000021126098,0.00022682888,0.0012398872,0.00003730986,0.00003989832,0.0005551799,0.00006299784,0.007249541,0.9752656,0.0004358657,0.014822741,0.000043048152],"about_ca_topic_score_codex":0.0010602872,"about_ca_topic_score_gemma":0.0016076817,"teacher_disagreement_score":0.0026879779,"about_ca_system_score_codex":0.00076986424,"about_ca_system_score_gemma":0.00018562567,"threshold_uncertainty_score":0.008992195},"labels":[],"label_agreement":null},{"id":"W2315113290","doi":"10.1097/01206501-200506000-00023","title":"UNEXPECTED EXPOSURE TO NICKEL IN ELECTROPLATING","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Electroplating; Nickel; Metallurgy; Nanotechnology; Materials science","score_opus":0.0035059036985692596,"score_gpt":0.19027269870970667,"score_spread":0.1867667950111374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315113290","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":[0.9723106,0.005334215,0.00444983,0.0014847224,0.00085511437,0.00010167419,0.0005590385,0.0002468842,0.014657876],"genre_scores_gemma":[0.9912794,0.0015196607,0.0008982778,0.00019758416,0.00016349854,0.000017212384,0.00031124373,0.000027992972,0.005585105],"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","domain_scores_codex":[0.9997398,0.000027060125,0.00001740544,0.00007660746,0.0000993086,0.00003981319],"domain_scores_gemma":[0.999821,0.000052047515,0.00003245714,0.000033898694,0.000039145893,0.00002150624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014573244,0.0003077777,0.00033043642,0.0005205557,0.00087637245,0.0006950503,0.0004890094,0.0011681336,0.0017436576],"category_scores_gemma":[0.0005702429,0.00018452626,0.00026689004,0.0004472189,0.00028115805,0.00034275587,0.0004318262,0.0004116567,0.0007529122],"study_design_candidate":"case_report","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":[0.0014216576,0.00016161664,0.034690756,0.00054355257,0.00006385601,0.09615235,0.0011820681,0.0002278469,0.814118,0.0009800615,0.006561114,0.04389701],"study_design_scores_gemma":[0.000034016073,0.00092869817,0.053413663,0.00006586351,0.00013656194,0.09661867,0.0009467735,0.0013419476,0.8019715,0.0017634496,0.042714585,0.000064311156],"about_ca_topic_score_codex":0.00067781506,"about_ca_topic_score_gemma":0.0009992679,"teacher_disagreement_score":0.0017436576,"about_ca_system_score_codex":0.000329537,"about_ca_system_score_gemma":0.00012964505,"threshold_uncertainty_score":0.0058330894},"labels":[],"label_agreement":null},{"id":"W2316157759","doi":"10.1021/la500001j","title":"Shape Control of Electrodeposited Copper Films and Nanostructures through Additive Effects","year":2014,"lang":"en","type":"article","venue":"Langmuir","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Crystallite; Copper; Materials science; Nanostructure; Chemical engineering; Linear sweep voltammetry; Electrolyte; Scanning electron microscope; Cyclic voltammetry; Electrode; Nanotechnology; Electrochemistry; Chemistry; Composite material; Metallurgy","score_opus":0.001561961889159299,"score_gpt":0.1733819924992252,"score_spread":0.1718200306100659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316157759","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":[0.9879423,0.0011123621,0.0085341595,0.000072212824,0.00004935225,0.000038854458,0.00013923238,0.00026909093,0.0018423704],"genre_scores_gemma":[0.9877747,0.00078335596,0.009895438,0.000034156405,0.000009221424,0.000025514426,0.00010648901,0.00005604613,0.0013150315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974185,0.000027034954,0.000026527654,0.00006628053,0.00010369261,0.000034590536],"domain_scores_gemma":[0.99971384,0.00008453977,0.00006145163,0.000051581716,0.00006523507,0.00002335005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015754424,0.00044794008,0.00026734744,0.00020997638,0.00017115977,0.00047666283,0.00064997474,0.00026068007,0.0005797308],"category_scores_gemma":[0.00060414313,0.000324365,0.00016273143,0.0002861499,0.00026807716,0.00029224364,0.00023737915,0.0003697567,0.00019071366],"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":[0.00002703963,0.0000050740546,0.00005987522,0.000026139092,0.00000237165,0.000032029766,0.0000124079415,0.000057113935,0.9983789,0.000029547755,0.000011526329,0.001358017],"study_design_scores_gemma":[0.0000015078833,0.000023471523,0.00021744148,7.4444876e-7,0.0000027658941,0.000025184798,0.0000047602457,0.00032418495,0.99918276,0.0000054269435,0.00021054139,0.0000011805233],"about_ca_topic_score_codex":0.00073870266,"about_ca_topic_score_gemma":0.0018827782,"teacher_disagreement_score":0.00073870266,"about_ca_system_score_codex":0.00044713682,"about_ca_system_score_gemma":0.00015825276,"threshold_uncertainty_score":0.0032442212},"labels":[],"label_agreement":null},{"id":"W2316179007","doi":"10.1007/s11085-005-8531-7","title":"Cyclic Oxidation Behavior of Electrodeposited Ni3Al–CeO2Base Coatings at 850°C","year":2005,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":14,"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":"","keywords":"Materials science; Coating; Oxide; Substrate (aquarium); Corrosion; Chemical engineering; Metallurgy; Composite material","score_opus":0.006444127563089672,"score_gpt":0.21716835117799566,"score_spread":0.21072422361490598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316179007","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":[0.99612075,0.0011100469,0.00066713523,0.00004300045,0.000051700976,0.000011159441,0.00044247837,0.00008156192,0.0014722318],"genre_scores_gemma":[0.9974642,0.00034157277,0.00057470036,0.0000290337,0.000010154231,0.000008579406,0.00038544647,0.000015855067,0.0011705658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997209,0.000017972736,0.00001742338,0.000062771884,0.000090264795,0.0000908071],"domain_scores_gemma":[0.9996687,0.000103498605,0.00004629852,0.00004252235,0.00010930786,0.000029659492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002089805,0.00044769168,0.00035705557,0.0004380161,0.0002672972,0.00026588453,0.00046357338,0.00049003295,0.0019686318],"category_scores_gemma":[0.0004970891,0.00022258332,0.00024519968,0.00049237354,0.00022842523,0.00028788918,0.00018739924,0.0006010815,0.00021926533],"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":[0.00040256986,0.00004085255,0.00054530567,0.00009719905,0.000025138059,0.00010883918,0.00011705774,0.0002277132,0.9943796,0.000051067975,0.00018612955,0.0038185096],"study_design_scores_gemma":[0.000009324168,0.00023382917,0.006892138,0.000008321416,0.000020760368,0.00006302472,0.00006309087,0.0013298736,0.9904654,0.00002160677,0.0008822525,0.000010465484],"about_ca_topic_score_codex":0.0027994877,"about_ca_topic_score_gemma":0.0054856804,"teacher_disagreement_score":0.0027994877,"about_ca_system_score_codex":0.0003756441,"about_ca_system_score_gemma":0.00015369717,"threshold_uncertainty_score":0.006585717},"labels":[],"label_agreement":null},{"id":"W2317650228","doi":"10.1149/1.3496436","title":"Review of Studies on Corrosion of Electrodeposited Nanocrystalline Metals and Alloys","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Corrosion; Materials science; Metallurgy; Coating; Electrochemistry; Nanotechnology; Chemistry","score_opus":0.009251851706543655,"score_gpt":0.24578101654690568,"score_spread":0.23652916484036202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317650228","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":[0.0021642284,0.9946484,0.00084139296,0.00010345506,0.00020349462,0.0000107446795,0.000050047354,0.0000138302175,0.0019643372],"genre_scores_gemma":[0.0041261525,0.9929772,0.0008537337,0.00009788875,0.00020016417,0.0000099262425,0.00006781622,0.0000048043958,0.0016622014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996691,0.000039207298,0.000051204624,0.00008003379,0.00014018892,0.000020273781],"domain_scores_gemma":[0.99957806,0.00017181359,0.00005664153,0.000016657756,0.00015806805,0.000018782192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044983163,0.00080165954,0.0013550984,0.0026518232,0.000267978,0.00067368825,0.00077839446,0.00055576116,0.0020072993],"category_scores_gemma":[0.0004836925,0.00036402032,0.00047548342,0.0037665823,0.00022843956,0.0011398401,0.0003426684,0.00040771652,0.0012469431],"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":[0.00020984186,0.00019595877,0.0006600314,0.060566448,0.00022580285,0.00066767505,0.00030101908,0.0009980006,0.0795896,0.00253911,0.017320774,0.83672583],"study_design_scores_gemma":[0.000020264375,0.000745927,0.0049796924,0.0059506935,0.0004603155,0.0036916384,0.00030139007,0.00062826235,0.048208322,0.0015695808,0.9333854,0.00005856531],"about_ca_topic_score_codex":0.0010586346,"about_ca_topic_score_gemma":0.0013546938,"teacher_disagreement_score":0.0026518232,"about_ca_system_score_codex":0.0003984474,"about_ca_system_score_gemma":0.0007045853,"threshold_uncertainty_score":0.006715119},"labels":[],"label_agreement":null},{"id":"W2318006740","doi":"10.1149/1.2424307","title":"Characterization and Growth Mechanism of Filamentous Zinc Electrodeposits","year":2007,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zincate; Scanning electron microscope; Zinc; Micrometer; Transmission electron microscopy; BET theory; Materials science; Morphology (biology); Selected area diffraction; Nanometre; Specific surface area; Diffraction; Mineralogy; Chemistry; Crystallography; Nanotechnology; Metallurgy; Composite material; Geology; Optics","score_opus":0.0034602965991098245,"score_gpt":0.17990753760315348,"score_spread":0.17644724100404366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318006740","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":[0.991228,0.00061191624,0.005640388,0.000041140986,0.000010353613,0.000042593732,0.00034165365,0.00008475502,0.0019992383],"genre_scores_gemma":[0.99200684,0.00042191552,0.0055060736,0.000009810288,0.0000038692892,0.00001529019,0.00022650158,0.00001576799,0.001793932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999182,0.000003698898,0.000004782609,0.000018921124,0.000040035702,0.000014318186],"domain_scores_gemma":[0.99988544,0.000023258528,0.000026129574,0.000011856,0.00003680218,0.000016546455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085951055,0.00020910648,0.00018779331,0.00024844933,0.00017989485,0.00022367598,0.00023432543,0.00018114275,0.00057096727],"category_scores_gemma":[0.00029770914,0.000107142885,0.00010799373,0.00022598554,0.00011743366,0.00019522966,0.00010952509,0.00017539169,0.00012901708],"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":[0.000015475485,0.000005025875,0.0003363676,0.000023721937,0.0000013643039,0.000096825795,0.000017276454,0.00010250247,0.9973386,0.00004285586,0.00001723615,0.002002862],"study_design_scores_gemma":[0.000002857382,0.0000365964,0.006095833,0.0000035268954,0.000004489869,0.00011885867,0.000021141766,0.0014129744,0.9914682,0.000023514129,0.0008100392,0.0000020126715],"about_ca_topic_score_codex":0.002052452,"about_ca_topic_score_gemma":0.002744907,"teacher_disagreement_score":0.002052452,"about_ca_system_score_codex":0.00023157377,"about_ca_system_score_gemma":0.00013469935,"threshold_uncertainty_score":0.004080951},"labels":[],"label_agreement":null},{"id":"W2323547171","doi":"10.1515/htmp-2013-0085","title":"High Temperature Oxidation of Nickel-based Cermet Coatings Composed of Al <sub>2</sub> O <sub>3</sub> and TiO <sub>2</sub> Nanosized Particles","year":2014,"lang":"en","type":"article","venue":"High Temperature Materials and Processes","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"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 Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cermet; Materials science; Ceramic; Nickel; Coating; Combustion; Metallurgy; Chemical engineering; Electroplating; Composite material; Layer (electronics)","score_opus":0.0031986954943989195,"score_gpt":0.17756621491447208,"score_spread":0.17436751942007317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323547171","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":[0.9972236,0.00033709325,0.0010321981,0.000018586725,0.00002183426,0.000006272574,0.00002153683,0.000032297638,0.0013065764],"genre_scores_gemma":[0.99765354,0.00020420057,0.0008439194,0.000010914074,0.0000032848686,0.000002876168,0.000031200107,0.000014537763,0.0012355696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999031,0.0000057880834,0.0000050119165,0.000018887467,0.00004558641,0.000021715907],"domain_scores_gemma":[0.9999113,0.000012312406,0.000028688724,0.000009098665,0.00002843947,0.000010052362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008078717,0.00019947183,0.00020396379,0.000120293065,0.000094293784,0.00023923593,0.00020926344,0.00024339222,0.00043154077],"category_scores_gemma":[0.00016027402,0.00017029585,0.0002446388,0.00007266894,0.00015330898,0.00017114411,0.0001474748,0.00022654558,0.00015830348],"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":[0.000030805157,0.000004596449,0.00010014996,0.00002885356,0.00000408605,0.00003075326,0.000010551411,0.000082540995,0.9992217,0.000015973614,0.000016803957,0.00045318],"study_design_scores_gemma":[0.0000026793664,0.000059246453,0.0011372049,0.0000017145884,0.000006416075,0.000044492066,0.000015432297,0.0008204732,0.9975684,0.0000041323333,0.00033774105,0.0000018736736],"about_ca_topic_score_codex":0.000651375,"about_ca_topic_score_gemma":0.0016368835,"teacher_disagreement_score":0.000651375,"about_ca_system_score_codex":0.00020614003,"about_ca_system_score_gemma":0.0001061302,"threshold_uncertainty_score":0.0014956594},"labels":[],"label_agreement":null},{"id":"W2329837031","doi":"10.1021/ie203025f","title":"Mass Transfer at a Vertical Oscillating Screen Stack in Relation to Catalytic and Electrochemical Reactor Design","year":2012,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Stack (abstract data type); Mass transfer; Mass transfer coefficient; Limiting current; Electrochemistry; Diffusion; Chemistry; Analytical Chemistry (journal); Materials science; Mechanics; Thermodynamics; Electrode; Chromatography; Physics; Physical chemistry","score_opus":0.05977089309451071,"score_gpt":0.28435743404162267,"score_spread":0.22458654094711195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329837031","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":[0.84191155,0.0015389333,0.15158375,0.0001400061,0.000046397578,0.00009583475,0.0001261122,0.00043632716,0.0041211783],"genre_scores_gemma":[0.9400255,0.0006605259,0.057510793,0.000019812838,0.000014024053,0.000057038476,0.00010260378,0.00003235414,0.0015773359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999742,0.000034358585,0.000016968293,0.00005264854,0.00012277138,0.000031284566],"domain_scores_gemma":[0.99978775,0.00006952126,0.000046683537,0.000015633237,0.00006430082,0.000016068017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032414307,0.0005127544,0.00031131224,0.00036817577,0.00015284352,0.0006935816,0.00067934813,0.00038582925,0.0006787734],"category_scores_gemma":[0.00051798293,0.00029477608,0.00024734746,0.00036187732,0.0001819475,0.0004913274,0.0002534967,0.00030077403,0.00029008338],"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":[0.00009704274,0.000033815453,0.00073938933,0.00014471494,0.00001030283,0.000063564665,0.000013769207,0.006466383,0.97842693,0.00040673141,0.000051138275,0.013546167],"study_design_scores_gemma":[0.000010891283,0.00049287954,0.002483595,0.0000053133663,0.00003487887,0.00021766183,0.000024013518,0.044841208,0.95001054,0.0001861361,0.0016776966,0.000015246636],"about_ca_topic_score_codex":0.0006608973,"about_ca_topic_score_gemma":0.0010785434,"teacher_disagreement_score":0.0006935816,"about_ca_system_score_codex":0.00037294332,"about_ca_system_score_gemma":0.00033717632,"threshold_uncertainty_score":0.0027059317},"labels":[],"label_agreement":null},{"id":"W2329945713","doi":"10.1021/jp108283z","title":"Electrodeposition and Growth Mechanism of Copper Sulfide Nanowires","year":2011,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":97,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Covellite; Copper; Copper sulfide; Materials science; Nanowire; X-ray photoelectron spectroscopy; High-resolution transmission electron microscopy; Cyclic voltammetry; Chemical engineering; Electrosynthesis; Electrochemistry; Inorganic chemistry; Transmission electron microscopy; Chemistry; Metallurgy; Nanotechnology; Electrode; Chalcopyrite; Physical chemistry","score_opus":0.005354933656425852,"score_gpt":0.18141003847990442,"score_spread":0.17605510482347855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329945713","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":[0.9809316,0.0029082005,0.01290815,0.000092190225,0.00006165159,0.00006068674,0.00023278828,0.00017973532,0.0026251113],"genre_scores_gemma":[0.98704046,0.001540541,0.008601015,0.00002699589,0.000011832984,0.000043350752,0.00015653188,0.00001952135,0.0025598446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999063,0.000011233752,0.000008685806,0.000023958368,0.00003686463,0.0000129336195],"domain_scores_gemma":[0.999954,0.000012101558,0.000009900732,0.0000049703644,0.000012785718,0.000006239682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121072604,0.000275925,0.00023844189,0.0002108925,0.000171197,0.00019402786,0.0003870606,0.00030644928,0.00049116113],"category_scores_gemma":[0.0001630444,0.00025225285,0.00017672929,0.00021109328,0.0001513903,0.00018933845,0.0001705739,0.00022572711,0.0002103559],"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":[0.000018297293,0.0000058625847,0.00012903629,0.00006282097,0.0000033582362,0.000116868665,0.000022816173,0.00022687127,0.9968644,0.00022353232,0.000039010927,0.002287186],"study_design_scores_gemma":[0.000003319015,0.000053031916,0.0006306128,0.0000040346495,0.0000032563655,0.000064974454,0.000010339416,0.0016666471,0.9966947,0.000045274468,0.00082103023,0.0000027778258],"about_ca_topic_score_codex":0.0006840364,"about_ca_topic_score_gemma":0.0008622388,"teacher_disagreement_score":0.0006840364,"about_ca_system_score_codex":0.00025790458,"about_ca_system_score_gemma":0.00009769724,"threshold_uncertainty_score":0.0018712878},"labels":[],"label_agreement":null},{"id":"W2330945186","doi":"10.1149/1.3140017","title":"Electrodeposition of an Iron-Cobalt Phase Isostructural to α-Mn","year":2009,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Annealing (glass); Isostructural; Phase (matter); Cobalt; Metallurgy; Microstructure; Metastability; Crystallography; Chemistry; Crystal structure","score_opus":0.0037984940645498042,"score_gpt":0.23270831130618214,"score_spread":0.22890981724163234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330945186","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":[0.99264574,0.0005009447,0.0032841386,0.000050936163,0.00004487819,0.00003473174,0.00009776522,0.00006788028,0.0032729513],"genre_scores_gemma":[0.99408543,0.00025182794,0.0032672964,0.000017331276,0.0000070264705,0.0000067214783,0.00008280774,0.00001933783,0.0022622687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998933,0.000005797209,0.000007095556,0.000031998206,0.000039943745,0.000021855038],"domain_scores_gemma":[0.9998802,0.000025576024,0.000025317742,0.000016091832,0.000035923833,0.000017021943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009535807,0.00017302632,0.00023363206,0.00020922473,0.00020184595,0.0002420117,0.0003690645,0.00020137247,0.0008564048],"category_scores_gemma":[0.00025357888,0.00015606149,0.00010072418,0.00024823958,0.00013884371,0.00013418938,0.0001154635,0.00026368367,0.00022498453],"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":[0.000038854167,0.0000075643297,0.000081180624,0.000027733047,0.0000015602094,0.00006378616,0.000011514432,0.000041069932,0.99873704,0.000049959253,0.000022084287,0.0009177524],"study_design_scores_gemma":[0.0000068675054,0.00005587709,0.0005694307,0.0000017718995,0.0000036905053,0.000072617026,0.0000066344196,0.0005860598,0.9981901,0.000010495681,0.0004953661,0.0000010649902],"about_ca_topic_score_codex":0.0022755512,"about_ca_topic_score_gemma":0.0060950397,"teacher_disagreement_score":0.0022755512,"about_ca_system_score_codex":0.00042501645,"about_ca_system_score_gemma":0.0002363978,"threshold_uncertainty_score":0.0045245886},"labels":[],"label_agreement":null},{"id":"W2333038648","doi":"10.1021/am300380m","title":"Surface Science and Electrochemical Analysis of Nickel Foams","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":256,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Kuwait University","keywords":"X-ray photoelectron spectroscopy; Materials science; Oxide; Nickel; Dielectric spectroscopy; Oxidizing agent; Hydroxide; Cyclic voltammetry; Nickel oxide; Scanning electron microscope; Chemical engineering; Electrochemistry; Metal; Analytical Chemistry (journal); Electrode; Composite material; Metallurgy; Chemistry","score_opus":0.006423190671835852,"score_gpt":0.2207479219182996,"score_spread":0.21432473124646373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333038648","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":[0.98003274,0.0023564552,0.012901152,0.00006840086,0.000039357597,0.000055718756,0.0009050151,0.00012620354,0.0035149509],"genre_scores_gemma":[0.9831217,0.00138246,0.011213235,0.00004129119,0.000020311998,0.0000780716,0.0014950373,0.00002689833,0.0026210449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963725,0.000025850628,0.000022326412,0.00006245197,0.00021258702,0.00003956513],"domain_scores_gemma":[0.99979514,0.000029176326,0.000025066603,0.000016200926,0.000115839845,0.00001860672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017764601,0.0002886989,0.00029135533,0.0007679976,0.00030643292,0.0002493131,0.0002882844,0.00031091154,0.0012035025],"category_scores_gemma":[0.0003481947,0.000114765375,0.00027074103,0.00051206286,0.0002193038,0.00025395633,0.00020674098,0.0002541581,0.00022014094],"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":[0.000034748227,0.000013340778,0.000632449,0.00004643281,0.000005939331,0.00008473856,0.000055102795,0.000051799543,0.9956404,0.000054774864,0.000024589264,0.0033556568],"study_design_scores_gemma":[0.000003425756,0.00013712796,0.013323533,0.00001433875,0.000016096095,0.0004749705,0.00018657425,0.0013768745,0.9813292,0.00016673972,0.002958297,0.000012840272],"about_ca_topic_score_codex":0.0013448341,"about_ca_topic_score_gemma":0.0015971678,"teacher_disagreement_score":0.0013448341,"about_ca_system_score_codex":0.00021239386,"about_ca_system_score_gemma":0.00013989021,"threshold_uncertainty_score":0.004026115},"labels":[],"label_agreement":null},{"id":"W2336362259","doi":"10.1149/ma2016-01/34/1638","title":"Fabrication of an Induction Heated Gold Microelectrode for SECM Applications","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microelectrode; Joule heating; Electrode; Isothermal process; Materials science; Diffusion; Voltage; Convection; Thermal; Fabrication; Optoelectronics; Diffusion layer; Analytical Chemistry (journal); Nanotechnology; Chemistry; Mechanics; Layer (electronics); Thermodynamics; Electrical engineering; Composite material","score_opus":0.008532585092919822,"score_gpt":0.2232917475998276,"score_spread":0.21475916250690777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336362259","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":[0.5905134,0.009913978,0.36395517,0.0016724525,0.0022590612,0.0017182238,0.0026320932,0.005371222,0.021964373],"genre_scores_gemma":[0.5194084,0.0032842585,0.46550328,0.00038541932,0.00014441734,0.0008167544,0.0007106335,0.00015982508,0.0095870225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975675,0.000016986063,0.000026754908,0.000076180295,0.00009456482,0.000028856404],"domain_scores_gemma":[0.99977154,0.000046288445,0.000037919366,0.00005896947,0.00006407439,0.000021155542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036132403,0.0006360163,0.00051454594,0.00041517804,0.00032529715,0.0002810144,0.00086488505,0.00093002134,0.0015939813],"category_scores_gemma":[0.00046356278,0.00044105988,0.00030397187,0.00033271307,0.00023457801,0.00037240013,0.00035962433,0.00083916803,0.0020117548],"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":[0.000014743475,0.000015438245,0.000086630236,0.0001069814,0.000003892277,0.00014168517,0.000034409473,0.00014558839,0.9917338,0.00025767906,0.00031498657,0.0071442043],"study_design_scores_gemma":[0.00000510082,0.00008065838,0.00043565538,0.000008329723,0.00000534357,0.00012724003,0.000010317451,0.0017132716,0.99227893,0.00006372454,0.005264741,0.0000067019864],"about_ca_topic_score_codex":0.0002764453,"about_ca_topic_score_gemma":0.0007115717,"teacher_disagreement_score":0.0015939813,"about_ca_system_score_codex":0.00045488012,"about_ca_system_score_gemma":0.00029180318,"threshold_uncertainty_score":0.0053324103},"labels":[],"label_agreement":null},{"id":"W2337328296","doi":"10.1149/ma2016-01/35/1722","title":"Surfactant-Assisted Electrodeposition of Mn Oxides As Promising ORR/Oer Bifunctional Non-PGM Electrocatalysts: Factorial Design Study of the Electrodeposition Parameters","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 British Columbia","funders":"","keywords":"Bifunctional; Manganese; Oxygen evolution; Electrosynthesis; Chemical engineering; Electrochemistry; Materials science; Oxide; Catalysis; Inorganic chemistry; Chemistry; Electrode; Metallurgy; Organic chemistry","score_opus":0.011287508472546656,"score_gpt":0.20965898840775682,"score_spread":0.19837147993521015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337328296","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":[0.9932019,0.0009925049,0.004474988,0.000027633923,0.00006401276,0.0006093514,0.00027372566,0.000035262416,0.00032053393],"genre_scores_gemma":[0.9672857,0.0017147744,0.025920648,0.00007889049,0.000045127326,0.001824108,0.0004777122,0.000039969997,0.0026131957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989202,0.00019689617,0.00019420218,0.0002821629,0.00027644922,0.00012998018],"domain_scores_gemma":[0.9994647,0.00013326465,0.00018756391,0.000044992204,0.000108029235,0.000061463754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010951604,0.001117212,0.0016520001,0.0005644046,0.00024710796,0.00089160405,0.0008345804,0.0007553505,0.00081407145],"category_scores_gemma":[0.0008126461,0.0004136559,0.0007189843,0.0005073371,0.00047492312,0.0003816432,0.00037488583,0.0006851354,0.00018117747],"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":[0.0038861332,0.0015418838,0.00032791364,0.00027374754,0.00006567855,0.000017274535,0.000034777913,0.00090068,0.987954,0.00006352005,0.000026531117,0.0049076863],"study_design_scores_gemma":[0.000292747,0.021497643,0.0028157393,0.000015367485,0.00026948293,0.000027051685,0.000029096245,0.002304483,0.9716609,0.000045519977,0.0010099323,0.00003205832],"about_ca_topic_score_codex":0.00066574867,"about_ca_topic_score_gemma":0.00079362775,"teacher_disagreement_score":0.0016520001,"about_ca_system_score_codex":0.0006204253,"about_ca_system_score_gemma":0.00050896895,"threshold_uncertainty_score":0.005791843},"labels":[],"label_agreement":null},{"id":"W2343614719","doi":"10.5539/ijc.v8n2p110","title":"Correlating the Layer Properties of Ni-alumina Composite Coatings and the Mechanism of Codeposition","year":2016,"lang":"en","type":"article","venue":"International Journal of Chemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chemistry; Electrolyte; Dielectric spectroscopy; Particle size; Microstructure; Composite number; Particle (ecology); Layer (electronics); Chemical engineering; Nanoparticle; Electrochemistry; Analytical Chemistry (journal); Composite material; Materials science; Crystallography; Electrode; Chromatography; Physical chemistry","score_opus":0.005327074935985496,"score_gpt":0.18766486480742334,"score_spread":0.18233778987143784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343614719","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":[0.99259526,0.0006416873,0.004887225,0.000029595216,0.000019692226,0.00003873152,0.00023458128,0.00008241075,0.0014709152],"genre_scores_gemma":[0.99593025,0.0004261909,0.002659349,0.000015296433,0.000003982709,0.000019355472,0.00013547929,0.000015393809,0.0007946409],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986434,0.000008385655,0.00001734275,0.000034554047,0.000051985677,0.00002331809],"domain_scores_gemma":[0.9997495,0.00007816558,0.000056526947,0.000022326873,0.00008049331,0.000013087507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019213607,0.0002712989,0.00020655537,0.00037145073,0.00012526834,0.00037780448,0.00025615096,0.000304276,0.0010276934],"category_scores_gemma":[0.00049934245,0.00018493616,0.0002510618,0.00025230844,0.00015739769,0.00039249874,0.00013638247,0.00030246287,0.00028426904],"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":[0.000036011097,0.0000062520703,0.00044486122,0.00004842645,0.0000050684,0.00004015911,0.000020750593,0.00014798566,0.99774665,0.000035945566,0.000010761243,0.0014570003],"study_design_scores_gemma":[0.0000018051799,0.000043978343,0.0035599333,0.0000026089808,0.000008651833,0.000045282028,0.000024354176,0.00211166,0.99393255,0.000021320735,0.00024465716,0.0000031098782],"about_ca_topic_score_codex":0.00094913295,"about_ca_topic_score_gemma":0.0013783022,"teacher_disagreement_score":0.0010276934,"about_ca_system_score_codex":0.00025561472,"about_ca_system_score_gemma":0.00010678895,"threshold_uncertainty_score":0.003437996},"labels":[],"label_agreement":null},{"id":"W2346484584","doi":"10.14447/jnmes.v14i4.96","title":"A Study on the Hydrogen Evolving Activity of Electroplated Ni-P Coating by Using the Taguchi Method","year":2011,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coating; Duty cycle; Materials science; Grain size; Electroplating; Electrolyte; Internal stress; Surface finish; Surface roughness; Stress (linguistics); Taguchi methods; Metallurgy; Heavy duty; Composite material; Layer (electronics); Chemistry; Voltage; Electrode","score_opus":0.03236932056006234,"score_gpt":0.26958587752656504,"score_spread":0.2372165569665027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346484584","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":[0.677915,0.013649948,0.30288714,0.00022413634,0.0003176167,0.00032721303,0.00026441342,0.0003112062,0.0041032806],"genre_scores_gemma":[0.7545851,0.0069541153,0.23419169,0.00007825943,0.00005075628,0.00031914184,0.0002966915,0.00005771132,0.0034665703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985923,0.00030857552,0.00019503772,0.0002153276,0.0005862954,0.00010252606],"domain_scores_gemma":[0.9993382,0.00033177857,0.00008806822,0.000058259633,0.00016085235,0.000022911721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014760027,0.00089923426,0.00083855406,0.0006062308,0.00022885225,0.00044502685,0.0007604949,0.0006220096,0.0004468788],"category_scores_gemma":[0.0013507375,0.0004302334,0.0006704844,0.00093404367,0.0003179468,0.00047309455,0.00022047051,0.00078535045,0.00025186306],"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":[0.000043579512,0.000026127429,0.0001448166,0.00015755669,0.000011820798,0.000030369747,0.000037506496,0.00021417618,0.9901816,0.00006910194,0.000016253956,0.009067147],"study_design_scores_gemma":[0.0000045186125,0.00033549903,0.0007952232,0.000008170065,0.00003392866,0.000105364765,0.000017604929,0.0017547036,0.9961022,0.000020752166,0.00081193406,0.000010017469],"about_ca_topic_score_codex":0.00071164186,"about_ca_topic_score_gemma":0.0013535344,"teacher_disagreement_score":0.0014760027,"about_ca_system_score_codex":0.00028878314,"about_ca_system_score_gemma":0.0003612319,"threshold_uncertainty_score":0.0078059435},"labels":[],"label_agreement":null},{"id":"W2354153711","doi":"","title":"Electrodeposition of Porous Nickel Films Using Hydrogen Bubbles as a Template","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Electrolyte; Porosity; Nickel; Materials science; Current density; Chemical engineering; Electrochemistry; Cathodic protection; Deposition (geology); Hydrogen; Scanning electron microscope; Morphology (biology); Metallurgy; Chemistry; Composite material; Electrode; Physical chemistry; Organic chemistry","score_opus":0.00476868621528127,"score_gpt":0.19887587978666735,"score_spread":0.1941071935713861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354153711","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":[0.9618194,0.0033098992,0.027729541,0.00019188461,0.00014991166,0.00008752111,0.000413914,0.000637861,0.005660035],"genre_scores_gemma":[0.97929907,0.0014730495,0.015775507,0.000035131416,0.000024569434,0.00003740073,0.00029376207,0.00005197744,0.0030095985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987566,0.0000074150357,0.00000923767,0.00003126423,0.000051599367,0.000024754343],"domain_scores_gemma":[0.9998816,0.00003541041,0.000022793012,0.000016364793,0.000027846585,0.000015958009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014651816,0.0002801725,0.00029621116,0.00019732025,0.00011588431,0.00024765,0.00046188294,0.0002970296,0.0006601388],"category_scores_gemma":[0.00030455523,0.00021100152,0.00019329203,0.00017561157,0.00016931967,0.00036118936,0.00021556515,0.00032566302,0.00022298541],"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":[0.000012066277,0.0000037166874,0.000028486656,0.000036298894,0.00000270035,0.000049583956,0.000010024707,0.000036817775,0.9983298,0.00006512389,0.00002634786,0.0013990335],"study_design_scores_gemma":[0.0000031687437,0.00002924468,0.00027455878,0.0000016767538,0.000003874089,0.00005958426,0.000004525616,0.00042495038,0.9984285,0.000013565596,0.00075395557,0.0000022857978],"about_ca_topic_score_codex":0.0012417714,"about_ca_topic_score_gemma":0.0025501542,"teacher_disagreement_score":0.0012417714,"about_ca_system_score_codex":0.000258894,"about_ca_system_score_gemma":0.00016662323,"threshold_uncertainty_score":0.0024690032},"labels":[],"label_agreement":null},{"id":"W2355658199","doi":"","title":"Preparation of Palladium-Silver Membrane by Electroless Plating","year":2000,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Palladium; Chemistry; Membrane; Plating (geology); Matrix (chemical analysis); Alloy; Metallurgy; Morphology (biology); Chemical engineering; Materials science; Chromatography; Organic chemistry; Catalysis","score_opus":0.0029409188814656364,"score_gpt":0.20911090874520014,"score_spread":0.2061699898637345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355658199","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":[0.6182262,0.0063847755,0.3454546,0.0006376177,0.000918508,0.0019419612,0.00248849,0.0033159396,0.020631988],"genre_scores_gemma":[0.63086474,0.00839976,0.33287722,0.00029663084,0.00013096574,0.0012338273,0.0040326575,0.00054485135,0.021619372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968636,0.000024587445,0.0000309701,0.00008080556,0.00012346207,0.000053804808],"domain_scores_gemma":[0.9998467,0.0000175605,0.000018206438,0.00003313011,0.000058573587,0.00002577647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155738,0.00069203496,0.00087601424,0.0005558454,0.00045043856,0.00039819317,0.000844043,0.000738074,0.0024163693],"category_scores_gemma":[0.0003832649,0.0005574865,0.0004859561,0.0004657557,0.0001619011,0.0004192505,0.0005100695,0.0010251416,0.002899756],"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":[0.000012974501,0.0000096820795,0.000026939639,0.00007875503,0.0000062757404,0.00008511357,0.000017322407,0.000039784674,0.99679023,0.0001792141,0.00010504692,0.002648581],"study_design_scores_gemma":[0.000014133807,0.000080459264,0.0003638849,0.0000082599945,0.000012697234,0.00027594235,0.000015201441,0.00036022067,0.9923994,0.00012174085,0.006339772,0.00000838125],"about_ca_topic_score_codex":0.00037289035,"about_ca_topic_score_gemma":0.0005472646,"teacher_disagreement_score":0.0024163693,"about_ca_system_score_codex":0.00022477227,"about_ca_system_score_gemma":0.00028424058,"threshold_uncertainty_score":0.008083582},"labels":[],"label_agreement":null},{"id":"W2359016317","doi":"","title":"Current Status and Research Development Trends for Zinc-nickel Alloy Coatings by Electroplating in Alkaline Solutions","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Electroplating; Materials science; Metallurgy; Corrosion; Nickel; Zinc; Alloy; Nickel alloy; Nanotechnology","score_opus":0.029460479393479736,"score_gpt":0.30202630470164166,"score_spread":0.2725658253081619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359016317","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":[0.026508389,0.9467709,0.00815578,0.0023997817,0.0003837317,0.000056756067,0.00011124769,0.0001814053,0.015431992],"genre_scores_gemma":[0.08008611,0.90140504,0.009478733,0.0006562343,0.0004950258,0.0000642171,0.00040182698,0.000029090337,0.0073836534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992982,0.00008027571,0.00012907814,0.00015005532,0.0002666938,0.00007554846],"domain_scores_gemma":[0.99834895,0.00062740315,0.00024956756,0.000058247166,0.0005755048,0.00014029996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021029776,0.0005040322,0.0007217134,0.0013668421,0.00040975492,0.001997707,0.00093856663,0.0012484952,0.004294139],"category_scores_gemma":[0.0013508069,0.00037280167,0.00041380516,0.0021936586,0.0005878519,0.003069469,0.00035992035,0.0010755612,0.0019279409],"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":[0.00053002726,0.00046392955,0.0038615528,0.010856119,0.00005871046,0.00024058273,0.0003074199,0.00095067505,0.09909871,0.0075703943,0.0038857905,0.8721761],"study_design_scores_gemma":[0.00015422728,0.0051671867,0.0113532925,0.0023863055,0.0006838859,0.0033988687,0.0017702493,0.005008233,0.254474,0.006941234,0.7085271,0.00013542741],"about_ca_topic_score_codex":0.0009068292,"about_ca_topic_score_gemma":0.0011928196,"teacher_disagreement_score":0.004294139,"about_ca_system_score_codex":0.0008571012,"about_ca_system_score_gemma":0.0016347163,"threshold_uncertainty_score":0.014365315},"labels":[],"label_agreement":null},{"id":"W2361355056","doi":"","title":"Investigation of electroless plating of copper on diamond and related deoxidization treatment","year":2010,"lang":"en","type":"article","venue":"Diamond & Abrasives Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"TD Bank Group","funders":"","keywords":"Materials science; Copper; Deoxidization; Copper plating; Diamond; Metallurgy; Scanning electron microscope; Wetting; Oxide; Composite material; Electroplating; Layer (electronics)","score_opus":0.0038424404476955732,"score_gpt":0.17926656415960132,"score_spread":0.17542412371190574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361355056","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":[0.9942907,0.001208483,0.002802361,0.000036023423,0.000027525059,0.0000314881,0.000085692925,0.000033436696,0.0014843744],"genre_scores_gemma":[0.99020886,0.00115345,0.0054686395,0.0000311302,0.000008241998,0.00002498969,0.00018427883,0.000027305501,0.0028930537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998338,0.000019282363,0.000008389198,0.00003145897,0.00007933192,0.000027685266],"domain_scores_gemma":[0.9998679,0.000027392378,0.000028714934,0.000013675534,0.00005259765,0.000009744872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013799936,0.0002704882,0.0002639478,0.00014836974,0.00015403432,0.0001810742,0.0003021418,0.00028878203,0.00072936085],"category_scores_gemma":[0.0003312041,0.0001886391,0.00018878125,0.00016730955,0.00015007949,0.000191596,0.00011042686,0.00025870252,0.00014358605],"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":[0.000040089126,0.000006972859,0.00010527353,0.000095330004,0.000005230345,0.00007562563,0.000026015534,0.00003297308,0.9983424,0.000030719726,0.000025844436,0.0012135697],"study_design_scores_gemma":[0.0000069038683,0.00013920838,0.0019670394,0.0000044502094,0.000011530498,0.00011427514,0.00003069611,0.00030815502,0.9963864,0.000011521177,0.0010164627,0.0000033898796],"about_ca_topic_score_codex":0.0010161375,"about_ca_topic_score_gemma":0.001760396,"teacher_disagreement_score":0.0010161375,"about_ca_system_score_codex":0.00021374055,"about_ca_system_score_gemma":0.00013954662,"threshold_uncertainty_score":0.0024399161},"labels":[],"label_agreement":null},{"id":"W2366564830","doi":"","title":"New Electroplating Technology for Magnesium Alloys","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Electroplating; Materials science; Metallurgy; Corrosion; Magnesium alloy; Scanning electron microscope; Coating; Alloy; Nickel; Magnesium; Electrolyte; Polarization (electrochemistry); Composite material; Electrode; Layer (electronics); Chemistry","score_opus":0.0019927016107932584,"score_gpt":0.17190516459902577,"score_spread":0.1699124629882325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366564830","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":[0.61627907,0.09409418,0.24075975,0.0012916456,0.0021655369,0.00047901127,0.0002577277,0.0011525169,0.043520577],"genre_scores_gemma":[0.84633404,0.019082831,0.117278814,0.00028156218,0.00018155666,0.000108354034,0.00017356686,0.000073726245,0.016485423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971527,0.000017973784,0.000017530952,0.000055666194,0.00016979847,0.000023703684],"domain_scores_gemma":[0.9999337,0.000011174736,0.000018218721,0.000010626401,0.000018013958,0.000008202507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015933812,0.00037272775,0.00040248354,0.0003815279,0.00020788646,0.00045728587,0.00054132234,0.00044547586,0.00091483595],"category_scores_gemma":[0.00023997453,0.0003033711,0.00028191472,0.0002766259,0.0003217824,0.0007886479,0.0003302497,0.00048096201,0.00039192312],"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":[0.000031815805,0.00001701888,0.00022298083,0.00031144885,0.000009559691,0.00024322282,0.000053396103,0.00014133488,0.97092223,0.0013798098,0.00021904283,0.026448108],"study_design_scores_gemma":[0.000034812925,0.00038705586,0.001861424,0.000021045327,0.00003828268,0.0019142438,0.000033621647,0.00208593,0.94545305,0.00052631885,0.047627043,0.000017099339],"about_ca_topic_score_codex":0.00042343445,"about_ca_topic_score_gemma":0.0008845629,"teacher_disagreement_score":0.00091483595,"about_ca_system_score_codex":0.00047671166,"about_ca_system_score_gemma":0.0002603569,"threshold_uncertainty_score":0.0034588575},"labels":[],"label_agreement":null},{"id":"W2369386738","doi":"","title":"Research Progress in Electroless Nickel Plating on Surface of Carbon Fibers","year":2008,"lang":"en","type":"article","venue":"Cailiao daobao","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Electroless nickel plating; Electroless plating; Nickel; Plating (geology); Carbon nanotube; Surface modification; Gold plating (software engineering); Carbon fibers; Nanotechnology; Chemical engineering; Metallurgy; Composite material; Composite number; Electroplating; Layer (electronics)","score_opus":0.023350555380902083,"score_gpt":0.27419159110813673,"score_spread":0.25084103572723465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369386738","genre_codex":"review","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":[0.03154262,0.90701056,0.029186225,0.0010566387,0.0011759379,0.000041287964,0.00007633074,0.00014314595,0.029767277],"genre_scores_gemma":[0.11481006,0.84271383,0.02574354,0.0005478235,0.0007843453,0.00004106721,0.00023988963,0.000052598454,0.015066757],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996376,0.00003286654,0.000028111384,0.00009808095,0.00017701693,0.000026299826],"domain_scores_gemma":[0.9996012,0.00012354284,0.000035806766,0.000027998205,0.00018925563,0.000022334167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004555382,0.00049116556,0.00048182538,0.0010220708,0.0002971919,0.00066086336,0.0005655365,0.0006768649,0.0011017146],"category_scores_gemma":[0.00045605327,0.00020406515,0.00029521596,0.001171443,0.00033414477,0.0011600793,0.00031071564,0.0007561309,0.0004930938],"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":[0.00013368845,0.00012503429,0.0010949804,0.010991984,0.00006947309,0.0009946518,0.000372157,0.0017565357,0.33372644,0.02219211,0.0046403385,0.6239026],"study_design_scores_gemma":[0.000018545772,0.0005021569,0.0035957217,0.0010955539,0.00015767921,0.0045353123,0.00022212934,0.002605491,0.31119925,0.005334634,0.6706623,0.000071391885],"about_ca_topic_score_codex":0.00081767683,"about_ca_topic_score_gemma":0.0006802911,"teacher_disagreement_score":0.0011017146,"about_ca_system_score_codex":0.0005336074,"about_ca_system_score_gemma":0.0008005515,"threshold_uncertainty_score":0.0038716197},"labels":[],"label_agreement":null},{"id":"W2374305511","doi":"","title":"Influence on (Ni-P) electroless composite plating with carbon nan otubes","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Composite number; Materials science; Coating; Plating (geology); Electroless plating; Composite material; Morphology (biology); Metallurgy; Layer (electronics); Electroplating","score_opus":0.003912376044442705,"score_gpt":0.16390940495948272,"score_spread":0.15999702891504003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374305511","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":[0.9902525,0.0023346376,0.0031106703,0.00006992304,0.00009363966,0.0000468753,0.00012168933,0.000105097024,0.0038649451],"genre_scores_gemma":[0.9917881,0.0011460312,0.0042579942,0.000043199685,0.000017627824,0.000031754265,0.00011425766,0.00007242566,0.0025286155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962044,0.000038171474,0.000028455475,0.00010051685,0.00017436396,0.000038066995],"domain_scores_gemma":[0.99947244,0.00019772252,0.00009468238,0.000061765546,0.00014062472,0.000032791922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018499735,0.00038460834,0.00029985438,0.00017054545,0.00021699462,0.00043246386,0.0003422238,0.0003200916,0.0010422758],"category_scores_gemma":[0.00089310476,0.00025967494,0.0001711198,0.0001288376,0.0002582555,0.00028115106,0.00023681243,0.00032011114,0.0003269528],"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":[0.00007960043,0.000007674465,0.00013546561,0.00010326173,0.000006730987,0.00010580259,0.000030712006,0.00008641023,0.9975777,0.000038186517,0.000033014658,0.0017954049],"study_design_scores_gemma":[0.0000041157878,0.000079042125,0.0007525748,0.000003897236,0.0000089751275,0.00006459048,0.000012410067,0.00032258854,0.99812526,0.000007186891,0.0006170633,0.0000023860164],"about_ca_topic_score_codex":0.0013506261,"about_ca_topic_score_gemma":0.0026047544,"teacher_disagreement_score":0.0013506261,"about_ca_system_score_codex":0.00025001244,"about_ca_system_score_gemma":0.00019573217,"threshold_uncertainty_score":0.0034867525},"labels":[],"label_agreement":null},{"id":"W2375834402","doi":"10.1149/ma2013-02/20/1779","title":"Quantitative Chemical Speciation of Copper Electro-Deposition Studied By Stxm","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Copper; Genetic algorithm; Environmental chemistry; Chemistry; Deposition (geology); Analytical Chemistry (journal); Materials science; Metallurgy; Biology; Evolutionary biology; Paleontology","score_opus":0.006794392395165676,"score_gpt":0.21489468573431036,"score_spread":0.20810029333914468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375834402","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":[0.9723504,0.0038174011,0.009658341,0.00013607403,0.00008378363,0.00013331721,0.002053582,0.00023646404,0.011530648],"genre_scores_gemma":[0.9805617,0.0018353916,0.005453433,0.00003876197,0.000014509757,0.000061018483,0.00084285653,0.000053874926,0.011138484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999877,0.00001506022,0.0000074608615,0.000031405863,0.00004653026,0.000022578182],"domain_scores_gemma":[0.9998678,0.000033292654,0.000014679122,0.00001867312,0.000058482554,0.0000070429583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023710117,0.00031799774,0.00024750858,0.00037511304,0.00029310837,0.00029747962,0.00031764354,0.00037787523,0.005050753],"category_scores_gemma":[0.00041008805,0.0002021256,0.00012456307,0.00040156598,0.00018743266,0.0002461413,0.00012570845,0.00034990747,0.0008664011],"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":[0.00006129477,0.000011415732,0.00018515228,0.00006614873,0.000005381909,0.00003427643,0.000026094065,0.00004156329,0.9970669,0.000065335495,0.00008966649,0.002346768],"study_design_scores_gemma":[0.000003233049,0.00005831013,0.0020344716,0.000006300359,0.000007759255,0.00004380968,0.000024991752,0.00036674886,0.99607027,0.000024846055,0.0013571361,0.0000021222515],"about_ca_topic_score_codex":0.00203763,"about_ca_topic_score_gemma":0.0019203594,"teacher_disagreement_score":0.005050753,"about_ca_system_score_codex":0.00025842813,"about_ca_system_score_gemma":0.00015060531,"threshold_uncertainty_score":0.016896427},"labels":[],"label_agreement":null},{"id":"W2375939506","doi":"10.61558/2993-074x.1986","title":"Influence of Nano-Al&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt; Particles in Nickel Electro-crystallization Process","year":2009,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Chronoamperometry; Nucleation; Deposition (geology); Crystallization; Nickel; Materials science; Solution of Schrödinger equation for a step potential; Cyclic voltammetry; Chemical engineering; Electrode; Analytical Chemistry (journal); Metallurgy; Chemistry; Electrochemistry; Physical chemistry; Chromatography","score_opus":0.004200028411119738,"score_gpt":0.20432237310941753,"score_spread":0.2001223446982978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375939506","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":[0.99644655,0.0008416618,0.00092189753,0.000042088024,0.000026212023,0.000014977294,0.000044049775,0.000032432014,0.0016301086],"genre_scores_gemma":[0.9981268,0.00030923367,0.0009317921,0.00003350704,0.0000058724277,0.000011125772,0.000026835278,0.000010920033,0.00054387946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985385,0.000017888391,0.000015594811,0.000028924262,0.000053338546,0.000030330351],"domain_scores_gemma":[0.99981636,0.00008260705,0.00002836889,0.000012202146,0.00003432977,0.000026206626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878798,0.00019594784,0.00023614278,0.0001062031,0.00016429304,0.00041912915,0.00018597131,0.00022782423,0.0006135751],"category_scores_gemma":[0.00036465176,0.0002099093,0.00020527645,0.000084261585,0.00028316947,0.00030905765,0.00017378607,0.00029043623,0.00013601973],"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":[0.00013727232,0.00002087124,0.00037538257,0.000084303356,0.000011371026,0.00007592343,0.00006710732,0.00019454998,0.99694663,0.00010410501,0.000034823723,0.001947674],"study_design_scores_gemma":[0.000009248622,0.000079146026,0.0017810015,0.0000035494777,0.000012883297,0.000034194018,0.00003473942,0.0007542903,0.9968387,0.000023495939,0.0004247942,0.0000039077036],"about_ca_topic_score_codex":0.0016329701,"about_ca_topic_score_gemma":0.0035833777,"teacher_disagreement_score":0.0016329701,"about_ca_system_score_codex":0.00030470797,"about_ca_system_score_gemma":0.00021625108,"threshold_uncertainty_score":0.003246963},"labels":[],"label_agreement":null},{"id":"W2376815608","doi":"","title":"Effects of Temperature and Stirring on Electrodeposition of Matte Tin from Stannous Methylsulfonate Bath","year":2012,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Overpotential; Materials science; Tin; Cathode; Current density; Metallurgy; Polarization (electrochemistry); Electroplating; Coating; Electrochemistry; Deposition (geology); Plating (geology); Anode; Chemical engineering; Electrode; Composite material; Chemistry","score_opus":0.0016946044974532866,"score_gpt":0.17009943625000715,"score_spread":0.16840483175255386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376815608","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":[0.9963827,0.0008077937,0.0016332781,0.00004326704,0.00004403003,0.000015926513,0.00006612559,0.000054449065,0.0009523952],"genre_scores_gemma":[0.99560565,0.00073453464,0.002606272,0.000021457681,0.000017555489,0.000017191423,0.00010187705,0.000029100655,0.00086627575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997539,0.000036647096,0.000036269437,0.000059584374,0.0000808983,0.000032731783],"domain_scores_gemma":[0.9996325,0.000121527395,0.00011076724,0.000029723287,0.00007127282,0.000034207904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024498143,0.00042382153,0.00031155004,0.00020627196,0.0001421144,0.0002576183,0.00030770875,0.00025952494,0.0007996411],"category_scores_gemma":[0.00070620334,0.0002378717,0.00026333673,0.00020602175,0.0001919092,0.0002373907,0.00017520932,0.00034175284,0.00019477803],"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":[0.00025213163,0.000013903563,0.00031173255,0.000089735666,0.000008753076,0.00008550217,0.000046390534,0.00014752304,0.9973423,0.000031498592,0.000023877705,0.0016465713],"study_design_scores_gemma":[0.0000071004415,0.00025033523,0.0016444667,0.00000443195,0.000017481358,0.000069231624,0.00001661269,0.0006091474,0.9969727,0.000007226467,0.0003963089,0.0000049375108],"about_ca_topic_score_codex":0.00076054997,"about_ca_topic_score_gemma":0.0012820825,"teacher_disagreement_score":0.0007996411,"about_ca_system_score_codex":0.00018428854,"about_ca_system_score_gemma":0.00016939944,"threshold_uncertainty_score":0.002675116},"labels":[],"label_agreement":null},{"id":"W2386488397","doi":"","title":"RESEARCHES ON STRUCTURE AND PERFORMANCE OF ELECTROLESS Ni-P-PTFE COMPOSITES","year":2002,"lang":"en","type":"article","venue":"Vacuum and Cryogenics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Materials science; Weldability; Coating; Microstructure; Composite material; Tribology; Amorphous solid; Scanning electron microscope; Crystallization; Composite number; Adhesion; Welding; Chemical engineering; Crystallography","score_opus":0.008392490959188214,"score_gpt":0.1865685276674461,"score_spread":0.1781760367082579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386488397","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":[0.99739057,0.00058063417,0.0011907961,0.000012429325,0.0000043407913,0.0000040142,0.000030627747,0.000019071287,0.0007674596],"genre_scores_gemma":[0.99765754,0.00021304781,0.0010137031,0.0000056378417,0.0000015837215,0.0000034561913,0.000057250876,0.0000069766133,0.0010408368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987984,0.00000831112,0.000004870996,0.000029111368,0.00006205742,0.000015770622],"domain_scores_gemma":[0.9998585,0.000031454463,0.000026914979,0.000016628299,0.00005057081,0.000015875054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012504027,0.00012831627,0.00014902906,0.0001858903,0.00019221156,0.00017604243,0.00022247023,0.0002611607,0.00064372853],"category_scores_gemma":[0.00028034166,0.00012940668,0.00013108154,0.00011490137,0.00016345191,0.00025573198,0.000066721615,0.00021837944,0.0001360161],"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":[0.00003460444,0.000008359672,0.00014097197,0.000022591228,0.0000018280485,0.000030315747,0.000020672735,0.000130925,0.9985512,0.00004352145,0.000007776719,0.0010072608],"study_design_scores_gemma":[0.0000041522626,0.00014890067,0.0043611582,0.0000028636912,0.0000073862084,0.00013367305,0.000014036974,0.00090128917,0.99393696,0.000021065523,0.00046525628,0.00000338619],"about_ca_topic_score_codex":0.001167589,"about_ca_topic_score_gemma":0.001532781,"teacher_disagreement_score":0.001167589,"about_ca_system_score_codex":0.00020189039,"about_ca_system_score_gemma":0.00009297431,"threshold_uncertainty_score":0.002321601},"labels":[],"label_agreement":null},{"id":"W2387579814","doi":"10.15344/2455-2372/2015/102","title":"Novel Synthesis of Nanocrystalline Nickel Dispersed with Nano-size WO3 Particles by Electrodeposition","year":2015,"lang":"en","type":"article","venue":"International Journal of Metallurgical & Materials Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"University of Toronto; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Nanocrystalline material; Ostwald ripening; Materials science; Nickel; Chemical engineering; Nanoparticle; Thermal stability; Electrolyte; Oxide; Nano-; Nanocrystal; Metallurgy; Nanotechnology; Electrode; Composite material; Chemistry; Physical chemistry","score_opus":0.005821066689486002,"score_gpt":0.19869625236084174,"score_spread":0.19287518567135573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387579814","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":[0.9384825,0.0034969868,0.04457264,0.00020480205,0.00017568005,0.00014651039,0.00057628215,0.00063217775,0.011712429],"genre_scores_gemma":[0.95833814,0.0011102404,0.034532804,0.000051450854,0.00002114739,0.000074046846,0.00026076846,0.0001438515,0.005467506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998715,0.0000041376493,0.000009627554,0.000043905166,0.000052428917,0.000018316121],"domain_scores_gemma":[0.9999081,0.000011379403,0.000024456473,0.00001543217,0.000024653296,0.000015925867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009035317,0.00028240593,0.00039107702,0.0002523953,0.00018302334,0.00034388617,0.00042780084,0.00032429947,0.0005212451],"category_scores_gemma":[0.0001636258,0.00026199193,0.0002529667,0.00024229566,0.0001830127,0.0002898277,0.00024750835,0.00039821878,0.00038716392],"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":[0.000013232824,0.0000071084437,0.000040338156,0.000034065717,0.0000037929747,0.000047422294,0.000016343585,0.000063835345,0.9981164,0.0001550117,0.000045038887,0.00145745],"study_design_scores_gemma":[0.0000071091504,0.000033165605,0.0003976752,0.0000021630672,0.000007155198,0.00006765215,0.0000071150107,0.0011002586,0.99669826,0.000035025918,0.0016402921,0.0000042276747],"about_ca_topic_score_codex":0.0011516524,"about_ca_topic_score_gemma":0.0037027837,"teacher_disagreement_score":0.0011516524,"about_ca_system_score_codex":0.00044439477,"about_ca_system_score_gemma":0.00020610506,"threshold_uncertainty_score":0.0032243729},"labels":[],"label_agreement":null},{"id":"W2389530988","doi":"","title":"Investigation of Preparation and Corrosion Resistance of( Zn-Co)-TiO_2 Nanocomposite Coating","year":2014,"lang":"en","type":"article","venue":"Plating and Finishing","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Coating; Corrosion; Nanocomposite; Pulmonary surfactant; Alloy; Particle size; Current density; Polarization (electrochemistry); Chemical engineering; Particle (ecology); Metallurgy; Cathode; Composite material; Chemistry","score_opus":0.007618112617074793,"score_gpt":0.20628433329690923,"score_spread":0.19866622067983444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389530988","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":[0.9935855,0.00081560476,0.0041863713,0.00003533071,0.000024555698,0.000028376004,0.00011637756,0.00008657994,0.0011212727],"genre_scores_gemma":[0.9919776,0.0006774915,0.005492074,0.000017598468,0.0000072938783,0.000026753889,0.0001886898,0.000031697215,0.0015808479],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997789,0.000015233752,0.000022112701,0.00006396143,0.0000876667,0.00003195384],"domain_scores_gemma":[0.999824,0.00002567417,0.000046677615,0.000018347066,0.00006998572,0.000015369409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021190211,0.00033336552,0.00035377586,0.00029163685,0.00018127181,0.00034978424,0.00028546402,0.0003297155,0.000450808],"category_scores_gemma":[0.0003575563,0.00025722585,0.00025451067,0.0002470785,0.00013528683,0.00022908083,0.00017196986,0.00033852537,0.00015246347],"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":[0.000024302897,0.0000062367935,0.00012023357,0.000028579745,0.0000040591253,0.000027592576,0.00001029713,0.00006428511,0.999067,0.000008895783,0.000009152573,0.00062937237],"study_design_scores_gemma":[0.0000036904041,0.000059012862,0.00203308,0.0000023890568,0.000013472432,0.000061702376,0.000011486462,0.0010220755,0.9963852,0.0000045801457,0.00039947926,0.0000038424155],"about_ca_topic_score_codex":0.0017396648,"about_ca_topic_score_gemma":0.0029169286,"teacher_disagreement_score":0.0017396648,"about_ca_system_score_codex":0.0002750459,"about_ca_system_score_gemma":0.00016085227,"threshold_uncertainty_score":0.003459096},"labels":[],"label_agreement":null},{"id":"W2460635272","doi":"10.1016/j.seppur.2016.06.050","title":"A green electrorefining process for production of pure lead from methanesulfonic acid medium","year":2016,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":50,"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":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Electrowinning; Methanesulfonic acid; Anode; Current density; Cathodic protection; Metallurgy; Electrode; Materials science; Chemistry","score_opus":0.011520423553676815,"score_gpt":0.260146931172203,"score_spread":0.24862650761852617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460635272","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":[0.9225918,0.006939015,0.06335597,0.00032500646,0.0002581047,0.00008980625,0.00022322641,0.00064089,0.0055761705],"genre_scores_gemma":[0.9724821,0.002192314,0.0206166,0.000059855647,0.000024417981,0.000027488037,0.00018555867,0.000050368522,0.0043612975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987555,0.000014943484,0.000009235679,0.000021399675,0.0000599838,0.000018989515],"domain_scores_gemma":[0.9999666,0.000005883174,0.000005787541,0.0000056928325,0.000009068717,0.0000069040198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012838861,0.00047330942,0.00031276845,0.0002701346,0.0002853008,0.00021684922,0.00038406556,0.0003174976,0.00041243076],"category_scores_gemma":[0.00008872283,0.0002129115,0.00028519283,0.00024951214,0.00019450225,0.00033156964,0.0003173572,0.0004408325,0.0002493264],"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":[0.000043680204,0.000016807728,0.000057552665,0.000075138676,0.0000049746322,0.00007435463,0.000019746427,0.00009814025,0.99403423,0.0001954598,0.00008740253,0.0052924403],"study_design_scores_gemma":[0.000007019979,0.00007166936,0.00032722647,0.0000021447656,0.000009594323,0.00009170972,0.000007398584,0.00069032004,0.99724436,0.000049199516,0.0014948944,0.000004356236],"about_ca_topic_score_codex":0.00071321975,"about_ca_topic_score_gemma":0.0015622914,"teacher_disagreement_score":0.00071321975,"about_ca_system_score_codex":0.00022212791,"about_ca_system_score_gemma":0.00029839625,"threshold_uncertainty_score":0.0016117096},"labels":[],"label_agreement":null},{"id":"W2507189418","doi":"10.1149/07537.0037ecst","title":"Investigation of the Optimum Operative Conditions for a Parallel Plate Electrochemical Reactor","year":2017,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"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 de Sherbrooke","funders":"","keywords":"Solver; Turbulence; Computational fluid dynamics; Electrochemistry; Mechanics; Flexibility (engineering); Electrode; Deposition (geology); Materials science; Current density; Current (fluid); Ion; Nuclear engineering; Chemistry; Computer science; Physics; Thermodynamics; Engineering; Mathematics; Physical chemistry","score_opus":0.014179358529229589,"score_gpt":0.24423451154660036,"score_spread":0.23005515301737078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507189418","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9091992,0.00268165,0.079530366,0.00046845377,0.00010152012,0.00011567974,0.0005475083,0.0005619307,0.00679372],"genre_scores_gemma":[0.9840475,0.00063724286,0.014532581,0.000019939866,0.000008900997,0.000053480908,0.0001280432,0.000034276713,0.000538101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995369,0.00004793058,0.00002301944,0.00009179667,0.00019900486,0.00010138296],"domain_scores_gemma":[0.99943715,0.00030521522,0.000078056706,0.000050518654,0.000084014275,0.000045001736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007647663,0.00057739846,0.0010267205,0.00055267086,0.00062185345,0.0015270733,0.0009058517,0.0008722341,0.002027197],"category_scores_gemma":[0.0018212005,0.00034057297,0.00037077113,0.0003827034,0.0005065823,0.00088130933,0.00073511136,0.0007756061,0.0005001621],"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":[0.0013136964,0.00048568193,0.0044304095,0.0012931445,0.000053265045,0.0010271738,0.00024030577,0.22828144,0.7184055,0.0054326355,0.001066264,0.037970494],"study_design_scores_gemma":[0.00008318249,0.0011075889,0.0026557932,0.000056280867,0.000053119587,0.00031178503,0.00022356633,0.3898676,0.59962356,0.0017433612,0.0042178323,0.00005639348],"about_ca_topic_score_codex":0.0010097461,"about_ca_topic_score_gemma":0.000995066,"teacher_disagreement_score":0.002027197,"about_ca_system_score_codex":0.00051433704,"about_ca_system_score_gemma":0.0008234618,"threshold_uncertainty_score":0.006781578},"labels":[],"label_agreement":null},{"id":"W2513011510","doi":"10.1149/ma2016-02/18/1544","title":"Thin and Flexible Nickel Based Current Collectors Developed By Electroless Deposition for Energy Storage Devices","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Toronto","funders":"","keywords":"Materials science; Current collector; Nickel; FOIL method; Polyethylene terephthalate; Nanotechnology; Thin film; X-ray photoelectron spectroscopy; Energy storage; Chemical engineering; Electrochemistry; Metallurgy; Composite material; Electrode; Chemistry","score_opus":0.009351185330972218,"score_gpt":0.22316715594184633,"score_spread":0.21381597061087412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513011510","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":[0.67828,0.016568711,0.27084923,0.0009360226,0.0016049251,0.0012435332,0.0022141796,0.0026788407,0.025624536],"genre_scores_gemma":[0.7566636,0.006752006,0.22036512,0.00026742675,0.00016016289,0.0006397535,0.0009465269,0.00023553043,0.013969877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999622,0.000019822062,0.000037760623,0.0001074483,0.00018240987,0.0000305402],"domain_scores_gemma":[0.99971014,0.000043267402,0.000048227183,0.000067132205,0.00010942942,0.000021822672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295447,0.0006178118,0.00046475208,0.0006926902,0.00027470884,0.00045079188,0.0009909091,0.00079060765,0.0012953053],"category_scores_gemma":[0.0007040738,0.00055361935,0.0003701529,0.0005676954,0.00026934303,0.0007897602,0.00043737632,0.000800524,0.0010400445],"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":[0.00001621156,0.000012643083,0.000076720935,0.0001338292,0.000006819144,0.00013146369,0.000046566052,0.00013420932,0.9936964,0.0006159605,0.00031803068,0.0048110285],"study_design_scores_gemma":[0.000010244043,0.000077772376,0.00057604886,0.000016094637,0.000011390222,0.0003033275,0.000023801036,0.0018162277,0.9889787,0.00011353475,0.00805721,0.000015596615],"about_ca_topic_score_codex":0.00038663225,"about_ca_topic_score_gemma":0.000799605,"teacher_disagreement_score":0.0012953053,"about_ca_system_score_codex":0.00039955764,"about_ca_system_score_gemma":0.00025203626,"threshold_uncertainty_score":0.004333198},"labels":[],"label_agreement":null},{"id":"W2522184164","doi":"10.2118/181181-ms","title":"Evaluation of an Advanced Metal Bonded Coating Technology for Improved SAGD Performance","year":2016,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"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 Alberta","funders":"","keywords":"Coating; Fouling; Wetting; Corrosion; Materials science; Asphalt; Metallurgy; Contact angle; Petroleum engineering; Composite material; Engineering; Chemistry","score_opus":0.009660987615309674,"score_gpt":0.24445813760572116,"score_spread":0.23479714999041149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522184164","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":[0.9871186,0.0010438793,0.009359497,0.000047976813,0.00009356818,0.000053772907,0.00010871774,0.00018333219,0.0019905285],"genre_scores_gemma":[0.9864292,0.00042586695,0.011369901,0.000025648184,0.000008082444,0.000012743537,0.00009806024,0.000024175833,0.0016061739],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972326,0.000023063643,0.000020122205,0.00004865584,0.00015238782,0.00003246449],"domain_scores_gemma":[0.9997557,0.000023531164,0.000037664424,0.000028276956,0.00013229938,0.000022549622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019463008,0.00028588812,0.00020308686,0.0002449555,0.00014074841,0.00038137095,0.00037733634,0.00041152706,0.0006589784],"category_scores_gemma":[0.00041937476,0.00014511691,0.00021214655,0.00018451396,0.00013015488,0.00025387498,0.00021585103,0.00023785676,0.00027293595],"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":[0.000026621858,0.000017765586,0.00021859682,0.00005662985,0.000004642339,0.000032477452,0.000012803711,0.00015154544,0.9961169,0.000029868826,0.00004752086,0.003284719],"study_design_scores_gemma":[0.0000045434786,0.00030975233,0.0014784146,0.000003037551,0.000013048649,0.00006128387,0.000018473407,0.0020102076,0.99486464,0.0000050520393,0.0012272318,0.000004320979],"about_ca_topic_score_codex":0.000733447,"about_ca_topic_score_gemma":0.0011230487,"teacher_disagreement_score":0.000733447,"about_ca_system_score_codex":0.00022910442,"about_ca_system_score_gemma":0.00015757127,"threshold_uncertainty_score":0.0022045374},"labels":[],"label_agreement":null},{"id":"W2523654927","doi":"10.1149/ma2016-02/18/1539","title":"Developments in Hybrid Electro-Electroless Deposition (HEED)","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Windsor","funders":"","keywords":"Electroplating; Materials science; Layer (electronics); Deposition (geology); Electrolyte; Coating; Metallurgy; Electroless deposition; Alloy; Corrosion; Metal; Substrate (aquarium); Chemical engineering; Electrode; Nanotechnology; Chemistry; Geology","score_opus":0.005407716793610013,"score_gpt":0.19600375652790195,"score_spread":0.19059603973429193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523654927","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":[0.3214409,0.1163242,0.5078684,0.0015380125,0.0014782681,0.00044342858,0.0005301136,0.0016600654,0.04871664],"genre_scores_gemma":[0.534494,0.040353395,0.39709035,0.0007215778,0.0003237493,0.00020770224,0.0007913721,0.00020490983,0.025812984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913496,0.000061390405,0.00004332184,0.00023122187,0.0004673372,0.00006177827],"domain_scores_gemma":[0.99959034,0.00007624261,0.000079418714,0.000056422527,0.00016407376,0.000033609464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008552224,0.00058162137,0.00045811877,0.00076716114,0.00016843372,0.0010168891,0.001404629,0.00099175,0.0010406902],"category_scores_gemma":[0.0005481769,0.0005784108,0.00044484212,0.0006117264,0.0004897957,0.0012851255,0.0010512157,0.0013635643,0.000636348],"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":[0.00007960969,0.00020636995,0.0006841647,0.0007108843,0.000061604835,0.00027751288,0.00013027649,0.0022994815,0.8840593,0.01059878,0.0013992711,0.09949273],"study_design_scores_gemma":[0.000026715668,0.0008217301,0.0018596789,0.0000731893,0.00004561831,0.0010701296,0.000038754475,0.0070593,0.88493407,0.000708802,0.103312254,0.000049767754],"about_ca_topic_score_codex":0.0005350681,"about_ca_topic_score_gemma":0.00087013195,"teacher_disagreement_score":0.001404629,"about_ca_system_score_codex":0.0006944299,"about_ca_system_score_gemma":0.0003053041,"threshold_uncertainty_score":0.00503844},"labels":[],"label_agreement":null},{"id":"W2524139864","doi":"10.1149/ma2016-02/21/1623","title":"(Invited) Pulsed Electrodeposition of Metallic Nanoparticles for Energy Conversion and Storage Applications","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Toronto","funders":"","keywords":"Materials science; Nucleation; Nanoparticle; Electroplating; Nanotechnology; Cyclic voltammetry; Analytical Chemistry (journal); Platinum; Chemical engineering; Electrode; Catalysis; Electrochemistry; Chemistry","score_opus":0.005902325476655019,"score_gpt":0.1950581915182459,"score_spread":0.1891558660415909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524139864","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":[0.7712044,0.0035965405,0.21155229,0.00039696522,0.00028356156,0.00010773114,0.0005497708,0.0010127302,0.01129605],"genre_scores_gemma":[0.9723337,0.0012680017,0.019653661,0.000050451024,0.00001536039,0.00003469178,0.00015949956,0.000034977707,0.00644957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999311,0.0000049113382,0.0000041473854,0.000020936435,0.000032566073,0.000006322434],"domain_scores_gemma":[0.99995077,0.000016240112,0.000007475843,0.000008523468,0.000013714297,0.0000032448954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099147815,0.00024705875,0.0001774036,0.00012435514,0.000086435255,0.00023237643,0.00035274535,0.00034319446,0.0012328107],"category_scores_gemma":[0.00022750058,0.0001339125,0.00019433282,0.00018185315,0.00017082342,0.00026904326,0.00020958473,0.00022142757,0.0004767187],"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":[0.00006903469,0.000012551128,0.00026410026,0.00020205905,0.000008661165,0.00015240075,0.000022810733,0.0027831425,0.97686005,0.00077013177,0.00036926017,0.018485755],"study_design_scores_gemma":[0.0000062660433,0.00009955099,0.0005819941,0.0000046880486,0.0000080731215,0.00018611136,0.000012871624,0.023799596,0.97280437,0.0003069789,0.00218532,0.0000041181047],"about_ca_topic_score_codex":0.0006535925,"about_ca_topic_score_gemma":0.0009532115,"teacher_disagreement_score":0.0012328107,"about_ca_system_score_codex":0.00026105638,"about_ca_system_score_gemma":0.00015215848,"threshold_uncertainty_score":0.0041241646},"labels":[],"label_agreement":null},{"id":"W2526713338","doi":"","title":"Structure and Properties of Electrodeposited Nanocrystalline Ni and Ni-Fe Alloy Continuous Foils","year":2014,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nanocrystalline material; Alloy; Materials science; Metallurgy; Chemical engineering; Nanotechnology; Engineering","score_opus":0.0013052434109697298,"score_gpt":0.12120848676498232,"score_spread":0.11990324335401259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526713338","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631435,0.0009028795,0.0009799856,0.0000216819,0.000016679734,0.000010435255,0.00026793385,0.000047697573,0.0014383708],"genre_scores_gemma":[0.99320763,0.00038735592,0.0031042353,0.000013268465,0.0000055605788,0.00001557471,0.00039226524,0.000029166597,0.0028449413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998934,0.0000039142997,0.0000065200043,0.000032417414,0.000051034298,0.000012687968],"domain_scores_gemma":[0.9998454,0.000023371345,0.000035088462,0.00001965915,0.000059619615,0.000016892127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093225826,0.00016486317,0.00021049034,0.00023874626,0.00018802121,0.00031145773,0.0004262788,0.0003048553,0.0007377786],"category_scores_gemma":[0.00026603186,0.00015216383,0.00012900405,0.0002332588,0.00012584146,0.00020221986,0.000111999216,0.00016420096,0.00026798004],"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":[0.000053891683,0.000008342001,0.00047801813,0.000046764024,0.000006066059,0.00012641818,0.000030381798,0.0002303431,0.9967483,0.00003575183,0.000047369223,0.00218837],"study_design_scores_gemma":[0.000007368957,0.00013404661,0.006150548,0.000007661407,0.00001175191,0.00017166058,0.000055379456,0.0022689407,0.9893881,0.000015924477,0.0017834043,0.000005260433],"about_ca_topic_score_codex":0.001864865,"about_ca_topic_score_gemma":0.0031975978,"teacher_disagreement_score":0.001864865,"about_ca_system_score_codex":0.00045851825,"about_ca_system_score_gemma":0.00016582693,"threshold_uncertainty_score":0.003708005},"labels":[],"label_agreement":null},{"id":"W2529676366","doi":"10.1016/j.surfcoat.2016.10.021","title":"Mechanical and wear characterization of electroless nickel mono and bilayers and high boron-mid phosphorus electroless nickel duplex coatings","year":2016,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":53,"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":"Beef Cattle Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"NIP; Materials science; Nickel; Metallurgy; Coating; Boron; Indentation hardness; Microstructure; Composite material","score_opus":0.00318350621250847,"score_gpt":0.18405720035936762,"score_spread":0.18087369414685917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529676366","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":[0.9988232,0.00019197263,0.0004865777,0.0000114570075,0.00001091809,0.0000046803602,0.000087897264,0.000016810929,0.0003663303],"genre_scores_gemma":[0.99750936,0.00008432286,0.00086519175,0.000010274333,0.0000024685833,0.000006423384,0.00011910646,0.000008007521,0.0013946971],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999752,0.000012550673,0.000018155595,0.000044534972,0.00013880695,0.00003397198],"domain_scores_gemma":[0.99968934,0.000035587404,0.000049927214,0.000044787386,0.00014401042,0.00003642925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697801,0.00016541933,0.00022700678,0.00030276607,0.0002157751,0.00026028245,0.00031765108,0.0002958124,0.0008990056],"category_scores_gemma":[0.00049397117,0.00016933953,0.00013484045,0.00016323979,0.00018768627,0.00022978916,0.00022352845,0.00018581656,0.00016439662],"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":[0.0000849818,0.000006693465,0.00041309392,0.000019029794,0.000003351023,0.000027911787,0.000028848215,0.000048958038,0.99829084,0.000016862743,0.000032045704,0.0010273873],"study_design_scores_gemma":[0.000010325612,0.00033157587,0.01836133,0.000005645744,0.000015885335,0.00018912047,0.000112715956,0.0016746129,0.97811365,0.000017073779,0.0011590421,0.000009065895],"about_ca_topic_score_codex":0.0011815452,"about_ca_topic_score_gemma":0.0024448135,"teacher_disagreement_score":0.0011815452,"about_ca_system_score_codex":0.00020438585,"about_ca_system_score_gemma":0.00013255086,"threshold_uncertainty_score":0.0030075312},"labels":[],"label_agreement":null},{"id":"W2533422837","doi":"","title":"Electro-Catalytically Active Porous Nickel-Based Electrode Coatings Formed by Atmospheric and Suspension Plasma Spraying Processes","year":2013,"lang":"en","type":"article","venue":"International Thermal Spray Conference and Exposition (ITSC)","topic":"Electrodeposition and Electroless Coatings","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":"National Research Council Canada; Concordia University","funders":"","keywords":"Nickel; Materials science; Suspension (topology); Porosity; Electrode; Atmospheric-pressure plasma; Metallurgy; Chemical engineering; Plasma; Conversion coating; Coating; Composite material; Chemistry","score_opus":0.005788601274567708,"score_gpt":0.1995947823605461,"score_spread":0.19380618108597839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533422837","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":[0.98655814,0.001335242,0.005801382,0.00005615638,0.00006506264,0.000020686557,0.00010472281,0.00014722413,0.0059113936],"genre_scores_gemma":[0.99519736,0.0003605646,0.0019985773,0.000012780406,0.000009752463,0.0000055132377,0.00008551567,0.000013930352,0.0023160807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998498,0.00000767474,0.000007237086,0.000029691158,0.000073395626,0.000032126703],"domain_scores_gemma":[0.99994683,0.000008468646,0.000010216687,0.000007798884,0.000018075303,0.0000085706615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012922997,0.00020960752,0.00023383397,0.00016843516,0.00015695482,0.00031445714,0.00035290327,0.0002548895,0.00091889815],"category_scores_gemma":[0.00019169982,0.00018428714,0.0002195176,0.00014265096,0.00022275954,0.00030818465,0.00023826575,0.0003635762,0.000258912],"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":[0.000054937245,0.0000066672123,0.000084910294,0.000033491022,0.0000031057737,0.00003814912,0.000024904275,0.0000393595,0.99749076,0.0001468161,0.000049290393,0.0020276154],"study_design_scores_gemma":[0.000004362932,0.000032112785,0.0008249641,0.0000012369753,0.000004661409,0.0000668284,0.000011606291,0.00044623428,0.9978156,0.000021705793,0.0007687366,0.0000018966925],"about_ca_topic_score_codex":0.00078842253,"about_ca_topic_score_gemma":0.0016337639,"teacher_disagreement_score":0.00091889815,"about_ca_system_score_codex":0.00023549839,"about_ca_system_score_gemma":0.00017441208,"threshold_uncertainty_score":0.0030739903},"labels":[],"label_agreement":null},{"id":"W2562981252","doi":"10.1016/j.surfcoat.2016.12.075","title":"Synthesis of a duplex Ni-P-YSZ/Ni-P nanocomposite coating and investigation of its performance","year":2016,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":63,"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":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Materials science; Coating; X-ray photoelectron spectroscopy; Yttria-stabilized zirconia; Dielectric spectroscopy; Scanning electron microscope; Chemical engineering; Corrosion; Nanocomposite; Nanoparticle; Cubic zirconia; Amorphous solid; Composite material; Metallurgy; Electrochemistry; Nanotechnology; Ceramic; Crystallography; Chemistry; Electrode","score_opus":0.004858015690468502,"score_gpt":0.18434811356083364,"score_spread":0.17949009787036513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562981252","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":[0.990866,0.000549261,0.0068240077,0.000028276916,0.00001962106,0.000034025623,0.00012458704,0.0001056275,0.0014486834],"genre_scores_gemma":[0.9903377,0.00025392926,0.0070545636,0.000012597514,0.0000033632305,0.000023403047,0.00014181656,0.000023799286,0.0021488434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998709,0.000006921395,0.0000115242065,0.00003661163,0.000055217628,0.000018818608],"domain_scores_gemma":[0.99988425,0.000016627539,0.000019636193,0.000014038547,0.000044617984,0.000020875284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016220489,0.00021513396,0.0002461298,0.00022054768,0.00020677017,0.00027753916,0.00023801328,0.00028396485,0.00069032074],"category_scores_gemma":[0.00026255753,0.00016685201,0.00013698735,0.00019525536,0.00014539003,0.00023811564,0.00014812025,0.00030143917,0.00023312496],"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":[0.00002747278,0.0000049879914,0.000049100297,0.000020803862,0.0000021365777,0.000013769645,0.000008982195,0.000036021826,0.9990876,0.000022122333,0.000009726751,0.00071735145],"study_design_scores_gemma":[0.0000023018013,0.000035478308,0.00048713502,8.13941e-7,0.000005350006,0.000028694654,0.0000062334725,0.0005547725,0.9984731,0.0000042902993,0.0003999813,0.00000196681],"about_ca_topic_score_codex":0.0013188381,"about_ca_topic_score_gemma":0.0020702416,"teacher_disagreement_score":0.0013188381,"about_ca_system_score_codex":0.00026156488,"about_ca_system_score_gemma":0.00024488568,"threshold_uncertainty_score":0.0026222467},"labels":[],"label_agreement":null},{"id":"W2586139618","doi":"10.1016/j.tsf.2017.02.026","title":"The effect of Ni on the kinetics of electroless Cu film deposition","year":2017,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); Mount Allison University","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Research Council Canada; Canada Foundation for Innovation; University of Saskatchewan","keywords":"Plating (geology); Stabilizer (aeronautics); Kinetics; Formaldehyde; Chemistry; Adsorption; Copper plating; Deposition (geology); Tartrate; Metal; Inorganic chemistry; Materials science; Nuclear chemistry; Metallurgy; Electroplating; Layer (electronics); Organic chemistry","score_opus":0.0051007767703164335,"score_gpt":0.22661591094564398,"score_spread":0.22151513417532756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586139618","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":[0.98790747,0.0026861583,0.0040426897,0.00016573057,0.0001431667,0.00003262959,0.00034185016,0.00017061939,0.0045097293],"genre_scores_gemma":[0.99433124,0.00075837,0.0015346729,0.000028497627,0.000012759423,0.000014151761,0.00019515531,0.00003596849,0.0030890708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995962,0.000051043462,0.000034668872,0.00010099004,0.00013182077,0.00008529751],"domain_scores_gemma":[0.9993229,0.00033846134,0.000070939066,0.0000917506,0.0001441266,0.000031831343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004270664,0.00030519877,0.0003709695,0.0002100831,0.00031685922,0.00067046966,0.0005605406,0.00042967492,0.0017864454],"category_scores_gemma":[0.0015711541,0.00031854483,0.00018347098,0.00025857677,0.00030649165,0.0007292774,0.00017190544,0.0006941566,0.00041259057],"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":[0.0006556964,0.000044692013,0.00037458795,0.00015863655,0.000017713166,0.00010131942,0.00015623371,0.00027925422,0.9913789,0.0003438134,0.00018214119,0.0063069887],"study_design_scores_gemma":[0.0000035421979,0.00004281115,0.0005031145,0.0000031953393,0.0000045724005,0.000024879884,0.000019084,0.00082555955,0.99780804,0.000012438536,0.00074920175,0.0000035775663],"about_ca_topic_score_codex":0.0037485638,"about_ca_topic_score_gemma":0.0044262093,"teacher_disagreement_score":0.0037485638,"about_ca_system_score_codex":0.0006102773,"about_ca_system_score_gemma":0.00036695792,"threshold_uncertainty_score":0.007453501},"labels":[],"label_agreement":null},{"id":"W2595778614","doi":"10.1149/ma2012-01/5/122","title":"Electrochemically-Assisted Functionalization of 316L Stainless Steel, NiTi and CoCr Surfaces: Towards the Minimization of In-stent Restenosis","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Surface modification; Restenosis; Materials science; Nickel titanium; Stent; Metallurgy; Shape-memory alloy; Surgery; Medicine; Chemical engineering; Engineering","score_opus":0.014634434187736354,"score_gpt":0.21588927966957977,"score_spread":0.20125484548184341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595778614","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":[0.9768166,0.006233116,0.011308086,0.0003452615,0.00017512876,0.00007252136,0.00025104205,0.00018010114,0.00461807],"genre_scores_gemma":[0.98365146,0.0016485286,0.0086456165,0.00010777178,0.000032829503,0.0000251921,0.0002544268,0.000048208083,0.0055859303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973065,0.000045319746,0.000014978212,0.000046157398,0.00011109964,0.000051806554],"domain_scores_gemma":[0.99985373,0.000026954202,0.000039186278,0.000017324037,0.00004833648,0.000014408267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027822296,0.00033978006,0.00032277513,0.00020783434,0.00012526725,0.0002577996,0.00033978897,0.00043087592,0.001160465],"category_scores_gemma":[0.00047659877,0.00015989364,0.0002378733,0.00013646248,0.00015743612,0.00021047969,0.00015028311,0.00023815106,0.00043239482],"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":[0.000037069673,0.0000078311905,0.000032604825,0.000036988273,0.0000025795578,0.00001321906,0.000008204708,0.000024919344,0.9979857,0.000021083706,0.000039368668,0.001790335],"study_design_scores_gemma":[0.0000045776055,0.00010760493,0.0009835588,0.000003036539,0.000008227966,0.000063248815,0.000010207499,0.0005198698,0.9971697,0.000008025708,0.001117779,0.0000042080487],"about_ca_topic_score_codex":0.00059689913,"about_ca_topic_score_gemma":0.001776028,"teacher_disagreement_score":0.001160465,"about_ca_system_score_codex":0.00023105506,"about_ca_system_score_gemma":0.00016696595,"threshold_uncertainty_score":0.0038821697},"labels":[],"label_agreement":null},{"id":"W2597713584","doi":"10.1149/2.0731706jes","title":"Tribological Properties of Functionally Graded Ni-Al<sub>2</sub>O<sub>3</sub>Nanocomposite Coating","year":2017,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"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 Saskatchewan","funders":"","keywords":"Materials science; Tribocorrosion; Tribology; Nanocomposite; Composite material; Abrasive; Composite number; Coating; Abrasion (mechanical); Corrosion; Metallurgy; Electrochemistry","score_opus":0.010400214753261477,"score_gpt":0.1999054311909396,"score_spread":0.18950521643767812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597713584","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":[0.9980509,0.00043555748,0.0006423189,0.000012150597,0.000012742658,0.000006555712,0.00006598833,0.000020514393,0.0007531911],"genre_scores_gemma":[0.99859685,0.00014117378,0.00057480147,0.000009580993,0.0000020345526,0.0000037904963,0.000051119907,0.000006507316,0.0006140792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998683,0.000007198857,0.000011522012,0.000029380035,0.00006322034,0.000020396423],"domain_scores_gemma":[0.99979955,0.00002664516,0.00003502768,0.000017250397,0.000092027774,0.000029524628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011359916,0.00020644827,0.00015990293,0.00028825557,0.00010026487,0.00024108494,0.00017809987,0.00022099371,0.000722196],"category_scores_gemma":[0.0003824481,0.000103950915,0.00014157392,0.0002189315,0.00012513116,0.00016637683,0.00011810443,0.00021272339,0.00014633805],"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":[0.000047078865,0.000007812846,0.0004014949,0.000030007395,0.0000036082765,0.000031777716,0.000023292174,0.00008765512,0.9977725,0.000010318074,0.000015666854,0.0015687674],"study_design_scores_gemma":[0.0000053233834,0.00023232114,0.015529962,0.0000060415277,0.000023240435,0.00016683016,0.00008674139,0.0017392078,0.9814777,0.000014284328,0.00071084435,0.000007599101],"about_ca_topic_score_codex":0.0010146073,"about_ca_topic_score_gemma":0.0027820666,"teacher_disagreement_score":0.0010146073,"about_ca_system_score_codex":0.00016959534,"about_ca_system_score_gemma":0.00007037939,"threshold_uncertainty_score":0.0024160147},"labels":[],"label_agreement":null},{"id":"W2598904057","doi":"10.1149/ma2012-02/45/3298","title":"Implications on the Use of 1-D and 2-D Models for Metal Electrodeposition: Voltammetry and Impedance Analysis","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Waterloo","funders":"","keywords":"Voltammetry; Electrical impedance; Cyclic voltammetry; Metal; Materials science; Analytical Chemistry (journal); Chemistry; Chromatography; Engineering; Electrochemistry; Metallurgy; Electrical engineering; Electrode; Physical chemistry","score_opus":0.03145399794818785,"score_gpt":0.24128441970783596,"score_spread":0.2098304217596481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598904057","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042120717,0.008293935,0.8838471,0.028319452,0.0027075408,0.0002660359,0.0020334306,0.0023767531,0.0300351],"genre_scores_gemma":[0.5817867,0.0076885973,0.38625455,0.0034269905,0.0003415696,0.00073134544,0.0013355925,0.00052344217,0.01791123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99691236,0.0013667189,0.00019410149,0.00039443964,0.0010269751,0.00010540422],"domain_scores_gemma":[0.9895914,0.0072291135,0.00032666308,0.0012453345,0.0014479235,0.00015959018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004051399,0.0012362053,0.0013185034,0.0010847595,0.0007629989,0.0030353537,0.004912892,0.0035217013,0.007952517],"category_scores_gemma":[0.02031023,0.0005931901,0.00081420055,0.0012104603,0.001811315,0.0039928053,0.0015196414,0.0024115362,0.002711882],"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":[0.0013805433,0.0009326433,0.011540571,0.003749522,0.00023463249,0.0019394932,0.0013823641,0.1501055,0.19819216,0.3483308,0.046518825,0.23569295],"study_design_scores_gemma":[0.00019335783,0.00059001445,0.0035292658,0.000468182,0.00012138165,0.0026900345,0.0013329023,0.58329666,0.12271488,0.19617634,0.08857695,0.00031007157],"about_ca_topic_score_codex":0.0040437197,"about_ca_topic_score_gemma":0.00498695,"teacher_disagreement_score":0.007952517,"about_ca_system_score_codex":0.001313605,"about_ca_system_score_gemma":0.0010204337,"threshold_uncertainty_score":0.026603818},"labels":[],"label_agreement":null},{"id":"W2601421422","doi":"10.1149/ma2008-02/40/2581","title":"Electrodeposition of CoFe Phase Isomorphous to α-Mn","year":2008,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Phase (matter); Materials science; Crystallography; Chemistry; Organic chemistry","score_opus":0.009683754646408256,"score_gpt":0.22583787826829038,"score_spread":0.21615412362188213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601421422","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":[0.97867453,0.0024804682,0.0069885864,0.00019433495,0.00032810465,0.00008734345,0.00057444203,0.00017599463,0.010496144],"genre_scores_gemma":[0.9893299,0.0007050284,0.0026101212,0.00003700908,0.000018054578,0.000015143125,0.00033570087,0.000026431167,0.006922626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998821,0.000005514896,0.0000061239616,0.00004401052,0.000032815282,0.000029476003],"domain_scores_gemma":[0.9998872,0.000030138175,0.000019771169,0.000022593082,0.000028432414,0.000011785105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009926559,0.00026411645,0.00022223173,0.00015096333,0.00018225849,0.00021180617,0.0003519843,0.00032813378,0.00204894],"category_scores_gemma":[0.00031253835,0.000090707894,0.00008348115,0.00016194247,0.00012471329,0.00020022545,0.00010028094,0.00026109745,0.0003766996],"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":[0.00012669603,0.000012644237,0.00008349718,0.00005321793,0.0000029500752,0.000052829673,0.0000086519685,0.00003996344,0.9973341,0.00009009955,0.00011657657,0.002078676],"study_design_scores_gemma":[0.000004628917,0.00004248035,0.00047809133,0.0000028945126,0.0000035949965,0.00004981256,0.0000063160737,0.0002306015,0.99727374,0.000012508535,0.001894348,9.866e-7],"about_ca_topic_score_codex":0.0025493791,"about_ca_topic_score_gemma":0.0032783507,"teacher_disagreement_score":0.0025493791,"about_ca_system_score_codex":0.00032551342,"about_ca_system_score_gemma":0.00015559405,"threshold_uncertainty_score":0.006854415},"labels":[],"label_agreement":null},{"id":"W2602565030","doi":"10.1149/ma2009-01/43/1462","title":"High Efficiency Electrodeposition of Porous Ir Thin Films","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Materials science; Porosity; Thin film; Chemical engineering; Nanotechnology; Composite material; Engineering","score_opus":0.004188505479614561,"score_gpt":0.19634610794584015,"score_spread":0.1921576024662256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602565030","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":[0.89964324,0.009977686,0.054507993,0.00072040694,0.00053703366,0.00014632872,0.0015557638,0.0014034769,0.031508096],"genre_scores_gemma":[0.9683303,0.0023019814,0.016827522,0.00008018036,0.000054838423,0.00002438028,0.00057169906,0.00013619331,0.01167283],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997694,0.000013039739,0.000011403331,0.000048279057,0.00010101919,0.000056842702],"domain_scores_gemma":[0.99986935,0.00004829991,0.000014583494,0.000027310927,0.000027544404,0.000013000587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025343482,0.0002823763,0.0003664535,0.00029022337,0.00014927766,0.0003214442,0.0006125298,0.00038552514,0.001943974],"category_scores_gemma":[0.00043953361,0.00020155689,0.00020820921,0.0002511317,0.00017012414,0.00044441276,0.00032423084,0.000515501,0.0007833604],"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":[0.000041431846,0.000009132165,0.0000303438,0.000077129655,0.0000055438,0.000046296933,0.000009151144,0.00007074265,0.99472356,0.00017128256,0.00026953392,0.0045459094],"study_design_scores_gemma":[0.0000055851765,0.000026061154,0.00024478912,0.000004132804,0.000004597905,0.000052216717,0.0000044980643,0.00047287,0.9977591,0.000025634541,0.0013982076,0.0000022190504],"about_ca_topic_score_codex":0.0004923616,"about_ca_topic_score_gemma":0.001101502,"teacher_disagreement_score":0.001943974,"about_ca_system_score_codex":0.00023761943,"about_ca_system_score_gemma":0.00012238669,"threshold_uncertainty_score":0.0065032244},"labels":[],"label_agreement":null},{"id":"W2606978214","doi":"10.1149/ma2017-01/24/1177","title":"Nano-Engineered Materials for Energy Conversion and Storage Applications: Synthesis, Characterization, and Mathematical Modeling","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Toronto","funders":"","keywords":"Materials science; Chemical engineering; Platinum; Nanocrystalline material; Dopant; Palladium; Scanning electron microscope; Nanoparticle; Proton exchange membrane fuel cell; Cobalt; Nanotechnology; Nickel; Catalysis; Doping; Metallurgy; Composite material; Optoelectronics; Chemistry; Organic chemistry","score_opus":0.00877173684560819,"score_gpt":0.20637286899901625,"score_spread":0.19760113215340805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606978214","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051280994,0.005332672,0.91791165,0.0010128437,0.000099488425,0.00024682895,0.00070084113,0.00038066876,0.023034055],"genre_scores_gemma":[0.5770438,0.009131781,0.3812768,0.00026386452,0.000095401534,0.0014287172,0.00061749987,0.0002612112,0.029881062],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999956,0.00000827807,0.0000024112026,0.0000075639837,0.000020348956,0.0000053586623],"domain_scores_gemma":[0.9998436,0.00008470409,0.000023002978,0.000009053474,0.000034334338,0.000005292541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534905,0.00038929182,0.00039187196,0.0004252572,0.00020293199,0.000527539,0.0006266548,0.00093743566,0.0017128142],"category_scores_gemma":[0.00055929174,0.0003129376,0.0005051772,0.0005419075,0.00025743243,0.0007334558,0.00023523226,0.0005973442,0.00056552334],"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":[0.00001474365,0.00009203497,0.00060386077,0.00043522049,0.000018697323,0.000105503306,0.00005274429,0.917731,0.016647113,0.04298338,0.0009839614,0.020331848],"study_design_scores_gemma":[0.000003064846,0.00001041328,0.00011562533,0.000009890973,0.0000026600358,0.00002054461,0.0000057206794,0.99213433,0.0012551137,0.0043228064,0.0021162005,0.0000035835167],"about_ca_topic_score_codex":0.002392416,"about_ca_topic_score_gemma":0.003313618,"teacher_disagreement_score":0.002392416,"about_ca_system_score_codex":0.000739345,"about_ca_system_score_gemma":0.0006276581,"threshold_uncertainty_score":0.0057299733},"labels":[],"label_agreement":null},{"id":"W2607436129","doi":"10.1149/ma2005-01/10/474","title":"Effect of The Presence of Additives on Roughness Scaling Behavior of Tin Electrodeposits","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 de Sherbrooke; York University","funders":"","keywords":"Tin; Scaling; Materials science; Surface finish; Nanotechnology; Composite material; Metallurgy; Geometry; Mathematics","score_opus":0.0035258431999533623,"score_gpt":0.209974877883157,"score_spread":0.20644903468320364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607436129","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":[0.99422306,0.002192129,0.00072526146,0.00008474536,0.00017368053,0.000052784904,0.0003221958,0.00007564658,0.002150605],"genre_scores_gemma":[0.99475694,0.0011399075,0.0018896799,0.000053455773,0.000039352413,0.000028145636,0.00022398,0.000053072767,0.0018154668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960285,0.00007618005,0.000055952754,0.000108371605,0.00009363043,0.0000629257],"domain_scores_gemma":[0.99858415,0.0007436861,0.00018072038,0.00011896582,0.00026854526,0.00010391981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031631143,0.0005353936,0.00035987282,0.0002668903,0.00025676936,0.0006300288,0.00044972356,0.0004313962,0.002783161],"category_scores_gemma":[0.0020267863,0.0003988696,0.00021593315,0.00030733025,0.00023977943,0.0004472261,0.00020455626,0.00048298988,0.00045029007],"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":[0.001638204,0.00017116847,0.00043583568,0.00021562411,0.000036808393,0.00012965416,0.00010258044,0.00025932107,0.9925216,0.000058775342,0.00012164791,0.0043087043],"study_design_scores_gemma":[0.000025547899,0.00046985768,0.0015362429,0.000010738699,0.000066111614,0.000037442016,0.000028654942,0.0005476969,0.9961522,0.000008637769,0.0011078736,0.000009005643],"about_ca_topic_score_codex":0.0018164373,"about_ca_topic_score_gemma":0.0030117892,"teacher_disagreement_score":0.002783161,"about_ca_system_score_codex":0.00024333493,"about_ca_system_score_gemma":0.00026718996,"threshold_uncertainty_score":0.009310544},"labels":[],"label_agreement":null},{"id":"W2608431812","doi":"10.1149/ma2005-02/17/684","title":"Formation of Copper Pillar Bumps by High Speed Copper Electroplating","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Copper; Electroplating; Pillar; Metallurgy; Materials science; Copper plating; Engineering; Nanotechnology; Mechanical engineering; Layer (electronics)","score_opus":0.004219523478475111,"score_gpt":0.1863420681083011,"score_spread":0.18212254462982597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608431812","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":[0.96449107,0.003384503,0.017965056,0.00020971004,0.00042669606,0.00016071284,0.0003135255,0.00071519025,0.012333456],"genre_scores_gemma":[0.9768885,0.00079860934,0.015557334,0.000031022108,0.000032810716,0.000031636977,0.00018481383,0.00008832784,0.0063869436],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998273,0.000014033143,0.000008479189,0.00003306678,0.000072621966,0.000044533826],"domain_scores_gemma":[0.99983704,0.000029936693,0.00003269345,0.00004439191,0.000032539352,0.000023451687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013292363,0.00027451958,0.00022708255,0.00031667683,0.00024645973,0.00031129798,0.00036602034,0.0003470936,0.0019569704],"category_scores_gemma":[0.00050801,0.00031251868,0.0001732581,0.00018659956,0.00020268932,0.00032179712,0.00031297814,0.00031936917,0.0007461559],"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":[0.000072115596,0.0000172758,0.000110001856,0.00012962832,0.000008411831,0.00015638515,0.000042221116,0.00026383414,0.98965013,0.00029218878,0.0006363172,0.008621597],"study_design_scores_gemma":[0.000014721323,0.00012883607,0.0004768488,0.0000037968855,0.0000050899753,0.0001044801,0.0000119662045,0.0010512958,0.99516666,0.000073453615,0.0029583983,0.000004376031],"about_ca_topic_score_codex":0.0003199049,"about_ca_topic_score_gemma":0.0006611188,"teacher_disagreement_score":0.0019569704,"about_ca_system_score_codex":0.00016294308,"about_ca_system_score_gemma":0.00015695645,"threshold_uncertainty_score":0.0065467358},"labels":[],"label_agreement":null},{"id":"W2610643591","doi":"10.1149/ma2011-01/33/1724","title":"Copper Sulfide Nanowires Electrodeposition; Method and Mechanism","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 British Columbia","funders":"","keywords":"Mechanism (biology); Nanowire; Sulfide; Copper; Copper sulfide; Materials science; Nanotechnology; Chemical engineering; Metallurgy; Chemistry; Engineering; Physics","score_opus":0.011205222273541484,"score_gpt":0.2179494072994559,"score_spread":0.2067441850259144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610643591","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":[0.6798797,0.06063012,0.16306134,0.004335423,0.003375333,0.001866269,0.011300355,0.0039512743,0.07160018],"genre_scores_gemma":[0.88735926,0.02334128,0.04147235,0.00033678152,0.00025951272,0.0006348032,0.003738457,0.00020327412,0.042654354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974376,0.000026835569,0.000017719542,0.00005732094,0.000129477,0.000024936351],"domain_scores_gemma":[0.999899,0.00003114426,0.000013694127,0.000019459234,0.000027912794,0.000008750327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003284928,0.00065688754,0.00061236694,0.00040914913,0.0004932774,0.00030457467,0.0010374967,0.00056255114,0.005262562],"category_scores_gemma":[0.00045831202,0.00053620024,0.00024171098,0.00046315975,0.0002845497,0.00044251597,0.00022978763,0.00047906316,0.0020666244],"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":[0.0003107457,0.000066978064,0.0002079629,0.00108522,0.000027953967,0.0003682134,0.000041812713,0.00022742143,0.9715854,0.001978287,0.0044277566,0.019672278],"study_design_scores_gemma":[0.000047486505,0.000097036114,0.0006485051,0.000023030607,0.000020026826,0.00019192477,0.000016399177,0.00070278253,0.98098356,0.00035615746,0.016900772,0.000012353146],"about_ca_topic_score_codex":0.0015244778,"about_ca_topic_score_gemma":0.002730689,"teacher_disagreement_score":0.005262562,"about_ca_system_score_codex":0.00050821924,"about_ca_system_score_gemma":0.00048122936,"threshold_uncertainty_score":0.017605007},"labels":[],"label_agreement":null},{"id":"W2612724998","doi":"10.1149/ma2011-01/44/2016","title":"Electrochemical Modification of Surfaces with Organic Layers","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 du Québec à Montréal","funders":"","keywords":"Electrochemistry; Surface modification; Materials science; Chemical engineering; Chemistry; Electrode; Engineering","score_opus":0.011545157907298764,"score_gpt":0.1952795089816235,"score_spread":0.18373435107432473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612724998","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":[0.9260645,0.014541644,0.034239445,0.00096584205,0.0013205952,0.00019587719,0.0011518728,0.0003748941,0.021145403],"genre_scores_gemma":[0.95991457,0.0060727876,0.009135865,0.00029800992,0.00010985161,0.00006511149,0.0012892102,0.000053763808,0.023060746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978775,0.00001658528,0.000008597408,0.00003996003,0.000086993205,0.00006014435],"domain_scores_gemma":[0.9998882,0.00004413604,0.000012890017,0.000016832191,0.000024706422,0.000013284778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018933558,0.0004208395,0.00023584624,0.000195729,0.00013514797,0.00031250023,0.00044537525,0.0003397459,0.0028131132],"category_scores_gemma":[0.00040529127,0.00015798725,0.00023008513,0.00020449307,0.00015681644,0.00022039507,0.00024217255,0.0004488165,0.0007987551],"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":[0.000026735934,0.0000107065935,0.000037943148,0.000071719514,0.000007685459,0.000033543263,0.0000059848485,0.000023296267,0.9967608,0.00007506943,0.00018074186,0.002765734],"study_design_scores_gemma":[0.000004921008,0.00005125784,0.000520778,0.0000043428986,0.000009290784,0.000040751776,0.000007324544,0.00015955011,0.9955498,0.000023960778,0.0036260353,0.0000021762123],"about_ca_topic_score_codex":0.0004080089,"about_ca_topic_score_gemma":0.0008143705,"teacher_disagreement_score":0.0028131132,"about_ca_system_score_codex":0.00021010854,"about_ca_system_score_gemma":0.00011747117,"threshold_uncertainty_score":0.009410739},"labels":[],"label_agreement":null},{"id":"W2620721987","doi":"10.1007/s10800-017-1091-0","title":"Electrochemical investigation of electrolyte composition and electrolysis parameters during zinc electrowinning","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Zinc; Electrolyte; Inorganic chemistry; Electrochemistry; Chemistry; Cyclic voltammetry; Electrolysis; Dielectric spectroscopy; Cathodic protection; Electrowinning; Anode; Electrode","score_opus":0.0038933266982935436,"score_gpt":0.19031736256838364,"score_spread":0.1864240358700901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620721987","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":[0.9958072,0.0009891611,0.0020045876,0.000061501494,0.000045210607,0.000017217057,0.00017566355,0.000052470987,0.0008469967],"genre_scores_gemma":[0.9973055,0.00043466265,0.0010702102,0.00002273782,0.0000062742856,0.0000073975416,0.000105439954,0.00001551851,0.0010322139],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997962,0.000017060327,0.00001676768,0.00004662529,0.00008506841,0.000038210095],"domain_scores_gemma":[0.99977297,0.0000913957,0.000031818727,0.000025680327,0.00006424434,0.000013933076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002549714,0.00029892445,0.00046323612,0.00017424319,0.00022074312,0.0004627092,0.00037249172,0.0003933794,0.00097144884],"category_scores_gemma":[0.00069356017,0.00023165262,0.00017737961,0.00039864512,0.00024072778,0.0004340484,0.0001911466,0.0004725701,0.00015897784],"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":[0.0003713727,0.000020973896,0.00064908015,0.000075345575,0.000010571268,0.00013114497,0.000103137245,0.00014915579,0.9918434,0.00007700123,0.00006726601,0.0065015377],"study_design_scores_gemma":[0.000009380739,0.00008607508,0.004591794,0.00000495096,0.000012370761,0.000088740344,0.000072581475,0.00083975773,0.9935824,0.000042720156,0.0006624223,0.000006823742],"about_ca_topic_score_codex":0.00095445063,"about_ca_topic_score_gemma":0.0021799628,"teacher_disagreement_score":0.00097144884,"about_ca_system_score_codex":0.0002680414,"about_ca_system_score_gemma":0.00023782295,"threshold_uncertainty_score":0.0032497644},"labels":[],"label_agreement":null},{"id":"W2642410342","doi":"10.1299/jsmemm.2015._gs0707-32","title":"GS0707-324 Study on utilization of ionic migration for fabrication of Ag nanodendrites","year":2015,"lang":"en","type":"article","venue":"The Proceedings of the Materials and Mechanics Conference","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Fabrication; Dendrite (mathematics); Materials science; Deposition (geology); Nanotechnology; Electrochemistry; Ionic bonding; Chemical engineering; Moisture; Drop (telecommunication); Composite material; Chemistry; Electrode; Electrical engineering; Ion; Engineering; Organic chemistry; Physical chemistry","score_opus":0.04123277708414293,"score_gpt":0.24515501389784847,"score_spread":0.20392223681370553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2642410342","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":[0.98910224,0.0016063846,0.0044127097,0.00009941747,0.000034531335,0.000023179968,0.000097481745,0.000067547844,0.004556511],"genre_scores_gemma":[0.98652786,0.0010262404,0.008982595,0.000042288797,0.00000928678,0.0000155954,0.00016566904,0.00003622531,0.0031942152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986506,0.000012439027,0.000008741172,0.000031507392,0.000058405032,0.000023892853],"domain_scores_gemma":[0.9999229,0.000015685458,0.000015173565,0.00000923196,0.000028657556,0.000008470842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018085972,0.00016855725,0.00018340278,0.00021492483,0.00015567671,0.00022032825,0.00021064312,0.00025149592,0.00079917075],"category_scores_gemma":[0.00018404868,0.00012488084,0.00019419019,0.00015732313,0.00010973626,0.00023750933,0.00014069394,0.00021943744,0.00029579096],"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":[0.000017298433,0.0000136336985,0.00015170935,0.00007251234,0.0000033489353,0.000046061192,0.000029880777,0.000048246497,0.99719137,0.00013283809,0.0000641938,0.0022287806],"study_design_scores_gemma":[0.0000025399645,0.000073868134,0.00046389317,0.0000028405802,0.0000037497132,0.00007462847,0.000015546768,0.0003724658,0.9974336,0.000013671817,0.0015413623,0.0000018194735],"about_ca_topic_score_codex":0.0004348622,"about_ca_topic_score_gemma":0.0008431331,"teacher_disagreement_score":0.00079917075,"about_ca_system_score_codex":0.00018102482,"about_ca_system_score_gemma":0.00010974065,"threshold_uncertainty_score":0.0026735067},"labels":[],"label_agreement":null},{"id":"W2734429194","doi":"10.1149/ma2017-02/12/790","title":"Effect of Passive Film on Corrosion Behavior of Passivated Electroless Ni-P Coating","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Passivation; Corrosion; Coating; Materials science; Metallurgy; Carbon steel; Substrate (aquarium); Conversion coating; X-ray photoelectron spectroscopy; Composite material; Layer (electronics); Chemical engineering","score_opus":0.0060478063050390125,"score_gpt":0.23759823370121244,"score_spread":0.23155042739617343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734429194","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":[0.9964641,0.0011981853,0.0012918632,0.000028297243,0.000040184445,0.000023633695,0.00008737803,0.000058576126,0.00080788776],"genre_scores_gemma":[0.9944443,0.0010917672,0.0027403804,0.000036683192,0.0000081456765,0.000019728743,0.00013904838,0.000027462445,0.0014925342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997596,0.00001976891,0.00002080702,0.00006648271,0.00009015603,0.000043226857],"domain_scores_gemma":[0.9997321,0.000053419295,0.00005267619,0.000029877394,0.000106197454,0.000025750862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017512764,0.0004942257,0.00039305852,0.00016516511,0.00013307175,0.00035774722,0.0004631726,0.00046953163,0.0007196766],"category_scores_gemma":[0.0005087839,0.0003100256,0.00026955857,0.00017604411,0.00020440768,0.00036707442,0.00020225918,0.0005485012,0.00018840165],"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":[0.000053936805,0.000008855308,0.000107660606,0.00007679678,0.0000075887706,0.00006481175,0.000026173606,0.000035374913,0.99873847,0.000012649731,0.000015605456,0.0008520372],"study_design_scores_gemma":[0.0000041645567,0.00017852188,0.0014926173,0.000006493345,0.0000152312505,0.00005630989,0.000022845068,0.00033884836,0.99745697,0.0000040487557,0.0004204112,0.0000035696837],"about_ca_topic_score_codex":0.0010312918,"about_ca_topic_score_gemma":0.0015349962,"teacher_disagreement_score":0.0010312918,"about_ca_system_score_codex":0.0001838042,"about_ca_system_score_gemma":0.00013793516,"threshold_uncertainty_score":0.0024075508},"labels":[],"label_agreement":null},{"id":"W2738450110","doi":"10.1016/j.electacta.2017.07.094","title":"Mechanism of Electrochemical Dissolution of Nickel Grown by Carbonyl Method","year":2017,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 Saskatchewan; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolution; Nickel; Cyclic voltammetry; Scanning electron microscope; Electrochemistry; Materials science; Decomposition; Chemistry; Electroplating; Metallurgy; Analytical Chemistry (journal); Chemical engineering; Electrode; Layer (electronics); Nanotechnology; Chromatography; Physical chemistry; Composite material","score_opus":0.005310486238404433,"score_gpt":0.2297044361240133,"score_spread":0.22439394988560887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738450110","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":[0.95977575,0.0057238443,0.018461393,0.0009670024,0.00033442225,0.0001803278,0.00051902153,0.00024718672,0.013790999],"genre_scores_gemma":[0.9892386,0.0011881236,0.003111928,0.000066163724,0.000023471344,0.000032171167,0.00019493951,0.0000112378775,0.0061333627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979955,0.000018738061,0.00001331814,0.00003943781,0.00008420182,0.0000448124],"domain_scores_gemma":[0.9999225,0.000017381764,0.000016236338,0.000011197098,0.000022925793,0.000009817063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022625957,0.00033808188,0.00041072245,0.00022593382,0.00031635485,0.00026761292,0.0011688527,0.00055225805,0.0016133623],"category_scores_gemma":[0.000250546,0.00020557336,0.00032879048,0.00010115511,0.0002730643,0.000463358,0.00031235814,0.0005440333,0.00049388054],"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":[0.000353367,0.000042110056,0.00048087136,0.00054920505,0.000028572273,0.0007273218,0.00012169411,0.00027921592,0.98727196,0.0037667667,0.00057425245,0.005804677],"study_design_scores_gemma":[0.0000104030005,0.000067247296,0.0004422568,0.0000043680034,0.000007787365,0.00025795368,0.000024861243,0.0013185475,0.9953295,0.00014054784,0.0023916727,0.0000048259835],"about_ca_topic_score_codex":0.0010061652,"about_ca_topic_score_gemma":0.001267554,"teacher_disagreement_score":0.0016133623,"about_ca_system_score_codex":0.00057609536,"about_ca_system_score_gemma":0.00026922542,"threshold_uncertainty_score":0.0053972006},"labels":[],"label_agreement":null},{"id":"W2764065569","doi":"10.14447/jnmes.v19i2.333","title":"Study on Preparation and Properties of Novel Ti/Cu Laminated Composite Electrode Materials","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electrode; Materials science; Palladium-hydrogen electrode; Composite number; Electrochemistry; Composite material; Chemically modified electrode; Titanium; Quinhydrone electrode; Working electrode; Electrical resistivity and conductivity; Metallurgy; Chemistry; Electrical engineering","score_opus":0.017980188113093078,"score_gpt":0.24342965990166943,"score_spread":0.22544947178857636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764065569","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":[0.9585232,0.0042766435,0.031067537,0.00016436544,0.00022539229,0.00007832187,0.00018427394,0.00022502929,0.0052551767],"genre_scores_gemma":[0.96879166,0.0015826998,0.026145332,0.00004697587,0.000041874784,0.00005892347,0.00019049249,0.000043640375,0.0030983505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986386,0.0000116847805,0.000013711966,0.000035203037,0.000056706045,0.000018748258],"domain_scores_gemma":[0.9998129,0.000025879863,0.000050173345,0.000018167857,0.000074633186,0.0000182513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016852432,0.0002679696,0.0001659644,0.00033852263,0.00019882184,0.00030670123,0.00027489435,0.0003330733,0.00065205817],"category_scores_gemma":[0.00043699393,0.0001623381,0.00019586379,0.00029106103,0.000118747535,0.00038776992,0.000110234534,0.00029867148,0.00023361314],"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":[0.000031548538,0.000017437387,0.00011582204,0.00014736634,0.0000057116376,0.00008434707,0.000027699905,0.00020079337,0.99494123,0.00011432671,0.000057590514,0.0042561525],"study_design_scores_gemma":[0.0000035747698,0.00010301259,0.0006136597,0.0000054606703,0.000010870968,0.00017597606,0.0000150676915,0.00081677834,0.9962411,0.000016644823,0.0019937886,0.0000040828036],"about_ca_topic_score_codex":0.00025392024,"about_ca_topic_score_gemma":0.0005847433,"teacher_disagreement_score":0.00065205817,"about_ca_system_score_codex":0.00021983241,"about_ca_system_score_gemma":0.0001902665,"threshold_uncertainty_score":0.0021812916},"labels":[],"label_agreement":null},{"id":"W2766447206","doi":"10.1016/j.matchemphys.2017.10.043","title":"Electrodeposition of nanocrystalline CoFe soft magnetic thin films from citrate-stabilized baths","year":2017,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Electrodeposition and Electroless Coatings","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 Alberta; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Materials science; Thin film; Chemical engineering; Metallurgy; Nanotechnology","score_opus":0.00483614556873709,"score_gpt":0.19150457047371897,"score_spread":0.18666842490498187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766447206","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":[0.98711383,0.0011054669,0.00691459,0.00022467489,0.00013056918,0.000041731622,0.00034502495,0.00021588383,0.0039081634],"genre_scores_gemma":[0.9873204,0.00059412344,0.0075536626,0.000061013354,0.000025250376,0.000030910276,0.00027997012,0.00006809316,0.0040665385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997304,0.000011888172,0.000021313677,0.00007302425,0.000097534474,0.00006579453],"domain_scores_gemma":[0.99970144,0.00009986121,0.00004600641,0.000046234774,0.00007815699,0.00002825588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017862061,0.00028791334,0.00045554645,0.0003230362,0.0002947224,0.0003760956,0.00051061116,0.00042946122,0.0017105825],"category_scores_gemma":[0.00054862746,0.00023207288,0.0001463213,0.00024159807,0.00023528855,0.00031155898,0.00026403638,0.00054986373,0.0004890686],"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":[0.00006733066,0.0000069079733,0.00005051324,0.000041815252,0.0000036397187,0.00005633472,0.000022666038,0.000053403568,0.99827087,0.00006154115,0.00006124764,0.001303649],"study_design_scores_gemma":[0.0000041609755,0.000015326985,0.00025858765,0.0000022518543,0.0000024031797,0.000019669262,0.0000096606445,0.00039669411,0.99896014,0.0000107039095,0.00031892964,0.0000014409284],"about_ca_topic_score_codex":0.0019504097,"about_ca_topic_score_gemma":0.0050664623,"teacher_disagreement_score":0.0019504097,"about_ca_system_score_codex":0.0005142613,"about_ca_system_score_gemma":0.0002659393,"threshold_uncertainty_score":0.0057225227},"labels":[],"label_agreement":null},{"id":"W2768622342","doi":"","title":"Mechanical Properties of Nanocrystalline Nominally Multilayered Hexagonal Cobalt Electrodeposits","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"University of Toronto","keywords":"Materials science; Microstructure; Cobalt; Nanocrystalline material; Ultimate tensile strength; Indentation hardness; Composite material; Transmission electron microscopy; Metallurgy; Tensile testing; Elongation; Nanotechnology","score_opus":0.007055836421016536,"score_gpt":0.1952875113289721,"score_spread":0.18823167490795556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768622342","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":[0.9984584,0.00026542292,0.00041536457,0.000011484025,0.0000107119895,0.0000055369815,0.00012587963,0.000019868748,0.0006873444],"genre_scores_gemma":[0.99690276,0.0002404652,0.0009992069,0.000009505886,0.0000035451321,0.000007802954,0.00017831878,0.0000124396065,0.0016459438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988234,0.0000042731726,0.000008144026,0.000025097592,0.000058695678,0.000021491649],"domain_scores_gemma":[0.9998235,0.000026298298,0.000043298398,0.000018125216,0.000060717633,0.000028146176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009888061,0.0001400493,0.00014846909,0.00024366852,0.00010135188,0.00025353633,0.00014915175,0.00019030731,0.00070002995],"category_scores_gemma":[0.00032019173,0.00015982367,0.00009602345,0.00022387845,0.000116769144,0.00014424515,0.00009837585,0.00014120991,0.00013039463],"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":[0.000018260045,0.0000038696408,0.00016934093,0.000013861827,0.0000025822515,0.00002150593,0.000006937894,0.000083750405,0.9990326,0.000007780179,0.000014263967,0.0006252468],"study_design_scores_gemma":[0.0000044364037,0.00018457847,0.011628503,0.0000038002456,0.000010502626,0.00007440027,0.000032886303,0.0011272623,0.98627454,0.0000057649286,0.0006491569,0.0000041968437],"about_ca_topic_score_codex":0.0023090437,"about_ca_topic_score_gemma":0.0046497993,"teacher_disagreement_score":0.0023090437,"about_ca_system_score_codex":0.000327377,"about_ca_system_score_gemma":0.00012408022,"threshold_uncertainty_score":0.004591167},"labels":[],"label_agreement":null},{"id":"W2770313400","doi":"10.1002/cjce.23076","title":"The influence of Ni and Co concentration in the electroplating bath on Ni‐Co‐W alloys properties","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Materials science; Corrosion; Alloy; Electroplating; Coating; Metallurgy; Crystallinity; Electrochemistry; Ternary operation; Cobalt; Polarization (electrochemistry); Nickel; Amorphous solid; Plating (geology); Deposition (geology); Chemical engineering; Chemistry; Composite material; Electrode; Crystallography","score_opus":0.006299637876533577,"score_gpt":0.18742764788695385,"score_spread":0.18112801001042028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770313400","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":[0.9923671,0.0027761648,0.0024469378,0.000075342956,0.00005893243,0.000034740933,0.00010593613,0.00004557516,0.0020892904],"genre_scores_gemma":[0.995342,0.0011159388,0.002252482,0.00002948781,0.000011328801,0.000015182759,0.000059183327,0.00003335781,0.0011411302],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995055,0.00007366137,0.0000606433,0.00009752258,0.00020166315,0.000060980423],"domain_scores_gemma":[0.9992705,0.00031171512,0.000101524274,0.000054742337,0.00022431667,0.000037305406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031053796,0.0003999334,0.00047238547,0.00021875184,0.00025808637,0.0006698243,0.00028617855,0.0003934473,0.00075737626],"category_scores_gemma":[0.0017162706,0.00031075178,0.00022754507,0.00022896707,0.000283462,0.0004642644,0.0002313275,0.00034106037,0.0002988663],"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":[0.00015772677,0.000019677273,0.00091969455,0.0001474964,0.00001838021,0.00009850973,0.000044021253,0.00028419885,0.9943891,0.000036987436,0.000033332897,0.0038507753],"study_design_scores_gemma":[0.0000026577402,0.00011817836,0.0024977236,0.0000045686756,0.00002360742,0.000059634203,0.000039029925,0.00078398973,0.9959726,0.000009502524,0.00048413838,0.00000431749],"about_ca_topic_score_codex":0.0014974495,"about_ca_topic_score_gemma":0.0037386778,"teacher_disagreement_score":0.0014974495,"about_ca_system_score_codex":0.00028657116,"about_ca_system_score_gemma":0.00029756242,"threshold_uncertainty_score":0.0029774904},"labels":[],"label_agreement":null},{"id":"W2784950784","doi":"10.1149/ma2018-01/20/1295","title":"Electrochemical Removal of Copper from Regenerated Pickling Solutions of Steel Plants","year":2018,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pickling; Copper; Metallurgy; Electrowinning; Copper plating; Electrochemistry; Electrolysis; Plating (geology); Materials science; Electrolytic process; Electroplating; Metal; Chemistry; Electrode; Electrolyte; Composite material","score_opus":0.011644679937898311,"score_gpt":0.21448942789531208,"score_spread":0.20284474795741378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784950784","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":[0.9774129,0.0046953927,0.013034463,0.0001992078,0.0001078329,0.000087386645,0.00020038363,0.00022121148,0.0040412247],"genre_scores_gemma":[0.9745069,0.002040631,0.016027415,0.00008646324,0.000020434174,0.00003629366,0.00016296463,0.000027667218,0.0070911446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980384,0.000019419711,0.000011255548,0.000025486348,0.0001132833,0.000026836487],"domain_scores_gemma":[0.99987996,0.000020376148,0.000019967674,0.000009548634,0.00005686162,0.000013275841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019028953,0.0002314345,0.0003235253,0.0003464073,0.00019139827,0.00024784604,0.00036977694,0.00030987666,0.0005086903],"category_scores_gemma":[0.0002837067,0.00015037945,0.00019898704,0.00033864062,0.00011186046,0.00019311887,0.00021620469,0.0004384406,0.000250573],"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":[0.000035041634,0.000010102091,0.00006237376,0.00010386376,0.0000043591663,0.00009771205,0.000033006432,0.00011440671,0.9955141,0.00005963905,0.00014590591,0.0038195318],"study_design_scores_gemma":[0.0000057567713,0.00012283612,0.00052358245,0.000007686546,0.0000062503586,0.00007910229,0.0000204931,0.0007786276,0.99711776,0.000018275556,0.0013149381,0.0000046996197],"about_ca_topic_score_codex":0.0010039246,"about_ca_topic_score_gemma":0.0030981647,"teacher_disagreement_score":0.0010039246,"about_ca_system_score_codex":0.00035106056,"about_ca_system_score_gemma":0.00019440214,"threshold_uncertainty_score":0.0025470853},"labels":[],"label_agreement":null},{"id":"W2788675837","doi":"10.3390/coatings8010037","title":"Synthesis, Characterization, and Application of Novel Ni-P-Carbon Nitride Nanocomposites","year":2018,"lang":"en","type":"article","venue":"Coatings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Dalhousie University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Nanocomposite; Materials science; NIP; Dielectric spectroscopy; Indentation hardness; Amorphous solid; Scanning electron microscope; Energy-dispersive X-ray spectroscopy; Composite material; Corrosion; Chemical engineering; Metallurgy; Electrochemistry; Microstructure; Electrode; Crystallography; Chemistry","score_opus":0.004480417725570016,"score_gpt":0.19464593482180345,"score_spread":0.19016551709623344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788675837","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":[0.9864507,0.0010912459,0.0098553095,0.000051794344,0.000021419435,0.000047503785,0.00013569064,0.00010225982,0.0022439929],"genre_scores_gemma":[0.98646253,0.00047561427,0.010988202,0.000014580546,0.000007743314,0.00004026486,0.0001386129,0.000023618131,0.0018487837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998209,0.00001070192,0.00001559138,0.000049036065,0.00008486703,0.000018869245],"domain_scores_gemma":[0.99985766,0.000021044112,0.000033829045,0.00001368865,0.000053076412,0.000020644738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016852528,0.0003424059,0.00023149609,0.00030921,0.00018069061,0.0002692765,0.00028400167,0.00030664715,0.00035878806],"category_scores_gemma":[0.00026774104,0.00021275993,0.00017460277,0.00018217476,0.00015506116,0.000253859,0.00018199504,0.0002245555,0.0001493517],"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":[0.000009296367,0.0000052896053,0.000036115744,0.00002242606,0.0000012942417,0.000018707196,0.0000045268303,0.00006523546,0.9992204,0.00001418008,0.000005830326,0.0005967584],"study_design_scores_gemma":[0.0000020312607,0.000033932152,0.00070036046,0.0000012359774,0.0000040930163,0.000065790104,0.0000061143114,0.0010580767,0.9977849,0.000007040114,0.00033420726,0.0000022871297],"about_ca_topic_score_codex":0.0007285137,"about_ca_topic_score_gemma":0.0018441824,"teacher_disagreement_score":0.0007285137,"about_ca_system_score_codex":0.00034358288,"about_ca_system_score_gemma":0.00019866135,"threshold_uncertainty_score":0.002492845},"labels":[],"label_agreement":null},{"id":"W2791724070","doi":"10.1007/s10800-018-1147-9","title":"Hierarchical structured nickel–copper hybrids via simple electrodeposition","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":9,"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":"McMaster University; Texas A and M University","keywords":"Nickel; Nucleation; Anode; Copper; Materials science; Electrolyte; Cathode; Chemical engineering; Graphite; Electrochemistry; Deposition (geology); Electrode; Electroplating; Exchange current density; Current density; Inorganic chemistry; Nanotechnology; Metallurgy; Chemistry; Layer (electronics); Physical chemistry","score_opus":0.002467053878443144,"score_gpt":0.1966937584976906,"score_spread":0.19422670461924746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791724070","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":[0.92995554,0.002183833,0.035004742,0.00036496375,0.00033205777,0.00019190028,0.00045618866,0.0019998404,0.029510964],"genre_scores_gemma":[0.984639,0.0003910332,0.009924863,0.000053275362,0.00002940302,0.000059702055,0.00013660842,0.00005276195,0.0047135907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997507,0.00002272639,0.000016622098,0.00006461877,0.00009167422,0.000053787746],"domain_scores_gemma":[0.9999114,0.000017496073,0.000015515894,0.000024235636,0.000018520344,0.0000128090705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013237745,0.00037804167,0.00031299636,0.00029751167,0.0002782813,0.00050497067,0.0006626778,0.00049426814,0.0016231455],"category_scores_gemma":[0.00022022177,0.00034267642,0.00019882584,0.00025219467,0.00026478004,0.00045554622,0.0005463934,0.0006718948,0.0010037457],"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":[0.00004163131,0.000027353171,0.00007752538,0.00010516316,0.000014375889,0.0001443844,0.0000745875,0.00032787654,0.991302,0.0014277707,0.00045395753,0.006003331],"study_design_scores_gemma":[0.000009505496,0.00006357478,0.00032096214,0.0000038257695,0.0000087849185,0.00008859484,0.000027298696,0.001608808,0.99282587,0.00011940343,0.004912981,0.000010471963],"about_ca_topic_score_codex":0.00041303312,"about_ca_topic_score_gemma":0.0018375989,"teacher_disagreement_score":0.0016231455,"about_ca_system_score_codex":0.00041760565,"about_ca_system_score_gemma":0.00014447558,"threshold_uncertainty_score":0.005429983},"labels":[],"label_agreement":null},{"id":"W2793364375","doi":"10.1016/j.matdes.2018.02.027","title":"Electroless nickel plating onto Plexiglas® through simple covalent grafting of vinylpyridine seed layer","year":2018,"lang":"en","type":"article","venue":"Materials & Design","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MiQro Innovation Collaborative Centre; Polytechnique Montréal","funders":"Thai Nguyen University of Technology","keywords":"Materials science; Grafting; Layer (electronics); Electroless plating; Nickel; Plating (geology); Covalent bond; Chemical engineering; Composite material; Metallurgy; Electroplating; Organic chemistry; Polymer","score_opus":0.02259801768354172,"score_gpt":0.2434913916534203,"score_spread":0.22089337396987857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793364375","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":[0.95225126,0.001141175,0.0341663,0.00008224574,0.00016280262,0.000090043635,0.00021296597,0.0015991736,0.0102941245],"genre_scores_gemma":[0.9790733,0.00041122353,0.011426015,0.000028941427,0.00001106743,0.00003406386,0.00016794297,0.00007973582,0.008767721],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998666,0.0000058461546,0.000008379375,0.00004463831,0.000049351096,0.000025248391],"domain_scores_gemma":[0.99989104,0.000017520193,0.000034260636,0.00002900832,0.000017405748,0.000010761276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117897944,0.00034000658,0.00017244753,0.0002145113,0.00013695823,0.00029054921,0.0005404034,0.0002511712,0.0013125452],"category_scores_gemma":[0.00018120355,0.00024238833,0.00016495814,0.00014578651,0.00013920454,0.00025134417,0.00025404157,0.0003620086,0.0008001904],"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":[0.000013458608,0.0000051723728,0.000040157305,0.000025227457,0.0000018697361,0.000048746013,0.000010224338,0.000029927078,0.9981357,0.000105628205,0.000036735462,0.0015470826],"study_design_scores_gemma":[0.0000015953359,0.000051249943,0.00039643512,0.0000022062695,0.0000033362635,0.00007354138,0.000005706534,0.00028479783,0.99794286,0.000014583504,0.001221278,0.000002434646],"about_ca_topic_score_codex":0.00024473373,"about_ca_topic_score_gemma":0.0008403627,"teacher_disagreement_score":0.0013125452,"about_ca_system_score_codex":0.00023209279,"about_ca_system_score_gemma":0.00016244897,"threshold_uncertainty_score":0.004390955},"labels":[],"label_agreement":null},{"id":"W2802203574","doi":"10.1080/02670844.2018.1463679","title":"Mechanical properties of heat-treated duplex electroless nickel coatings","year":2018,"lang":"en","type":"article","venue":"Surface Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"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":"Beef Cattle Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Materials science; Scratch; Metallurgy; Layer (electronics); Nickel; Coating; Corrosion; Abrasive; Surface finish; Surface roughness; Duplex (building); Composite material","score_opus":0.0070914029831944175,"score_gpt":0.18397711043490264,"score_spread":0.17688570745170823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802203574","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":[0.9984042,0.00039510097,0.00040202658,0.000009377059,0.000012804139,0.0000065865574,0.00012680185,0.000017937242,0.0006251789],"genre_scores_gemma":[0.996265,0.00028933174,0.0009767186,0.000011760489,0.0000044173976,0.000012028639,0.00027852796,0.000014035115,0.0021482524],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980634,0.000010296361,0.000016258608,0.00003486817,0.00009769129,0.00003454816],"domain_scores_gemma":[0.999782,0.000037074995,0.000043604567,0.00002532791,0.00007878271,0.000033218697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012999636,0.00032077593,0.00022220545,0.0002803788,0.00013460305,0.00023678332,0.00023109053,0.00032268223,0.0014167279],"category_scores_gemma":[0.00038146568,0.00024794438,0.0001850508,0.0002120535,0.00016471012,0.00018280865,0.00017128549,0.0002599645,0.00027013975],"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":[0.000034824232,0.000004506261,0.00017881695,0.000028496886,0.000003813899,0.000021106074,0.000016840684,0.00003281686,0.9990503,0.0000054601373,0.000016305048,0.0006067228],"study_design_scores_gemma":[0.000007506102,0.00026085498,0.014214538,0.0000045640354,0.000018528186,0.00009644144,0.000060379385,0.00052751246,0.9838648,0.0000064603487,0.00092835905,0.000010068155],"about_ca_topic_score_codex":0.0012349525,"about_ca_topic_score_gemma":0.0020544198,"teacher_disagreement_score":0.0014167279,"about_ca_system_score_codex":0.00019145703,"about_ca_system_score_gemma":0.00010804286,"threshold_uncertainty_score":0.0047394037},"labels":[],"label_agreement":null},{"id":"W2802487895","doi":"","title":"Influence of lead impurity and manganese addition on main operating parameters of zinc electrowinning","year":2017,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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; Hydro-Québec","keywords":"Manganese; Zinc; Electrowinning; Impurity; Metallurgy; Lead (geology); Chemistry; Materials science; Electrolyte; Geology; Electrode","score_opus":0.0052762747868325644,"score_gpt":0.18138227949850325,"score_spread":0.17610600471167068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802487895","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":[0.99652475,0.001484381,0.0009163327,0.00003919039,0.000026780148,0.000020951153,0.00020378968,0.000048419384,0.00073544704],"genre_scores_gemma":[0.9966119,0.0009677643,0.0013171086,0.00002000435,0.0000065741506,0.000026476677,0.000108559434,0.00003212241,0.000909613],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969375,0.000050038114,0.000043945194,0.00008634054,0.00007212708,0.000053838154],"domain_scores_gemma":[0.9993499,0.00036197776,0.000102852,0.00005149748,0.00009521876,0.000038668717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039317974,0.0005654665,0.00046480793,0.00022957259,0.00018535278,0.00048066914,0.00037240086,0.00033541312,0.0014811286],"category_scores_gemma":[0.0010879588,0.00027534447,0.00021755895,0.00045568106,0.00022075912,0.00031239982,0.00025122534,0.00033126917,0.00022466686],"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":[0.00091297313,0.000038294904,0.0010052752,0.00021851463,0.000018101451,0.0001255238,0.00012155607,0.00048855576,0.99073726,0.000050543058,0.000053296153,0.006230206],"study_design_scores_gemma":[0.000012513482,0.0003781805,0.0038798763,0.000011364246,0.000025346217,0.000031688454,0.0000633437,0.00068409764,0.9941843,0.000020557161,0.00069866754,0.000009916554],"about_ca_topic_score_codex":0.0012171111,"about_ca_topic_score_gemma":0.0026524023,"teacher_disagreement_score":0.0014811286,"about_ca_system_score_codex":0.00023871759,"about_ca_system_score_gemma":0.0002505859,"threshold_uncertainty_score":0.004954815},"labels":[],"label_agreement":null},{"id":"W2806116200","doi":"10.2118/190749-ms","title":"Application of Electroless Nickel Coating as a Scaling Resistant Alloy in Thermal Production","year":2018,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"University of Alberta","funders":"","keywords":"Coating; Materials science; Corrosion; Metallurgy; X-ray photoelectron spectroscopy; Alloy; Thermal; Nickel; Fouling; Composite material; Chemical engineering; Chemistry; Engineering","score_opus":0.004182427679207847,"score_gpt":0.21390600705088833,"score_spread":0.20972357937168049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806116200","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":[0.9896562,0.0009394333,0.005637116,0.000052000873,0.00006393679,0.00005033565,0.00005244277,0.00016451826,0.0033839794],"genre_scores_gemma":[0.9920129,0.00030713325,0.0057944437,0.000019889585,0.000006967095,0.000007887047,0.00002945973,0.000018653984,0.0018026105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973756,0.000030170413,0.000021278005,0.000048061243,0.00013669195,0.00002622401],"domain_scores_gemma":[0.99979883,0.00001502645,0.00004650014,0.000039679377,0.00008034673,0.000019702791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018016453,0.00027127174,0.00018994004,0.00027216162,0.00017066616,0.0002820381,0.0003658152,0.0002632348,0.00055532035],"category_scores_gemma":[0.0002588276,0.00014151212,0.00019758873,0.00018538776,0.00018449109,0.00021621231,0.00020423195,0.00016626249,0.0002225413],"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":[0.000029981886,0.000013787268,0.00023295746,0.000058070542,0.0000035055132,0.0000825833,0.000017673581,0.00016967228,0.9961212,0.000036710302,0.000046719495,0.003187136],"study_design_scores_gemma":[0.0000047124704,0.00031671,0.0027856543,0.0000050094573,0.000012239293,0.00012765158,0.000024842131,0.0011718678,0.9939499,0.000010227053,0.0015864106,0.0000048788097],"about_ca_topic_score_codex":0.00075044774,"about_ca_topic_score_gemma":0.0016668799,"teacher_disagreement_score":0.00075044774,"about_ca_system_score_codex":0.0002044529,"about_ca_system_score_gemma":0.00013249868,"threshold_uncertainty_score":0.001857698},"labels":[],"label_agreement":null},{"id":"W2885488441","doi":"10.1007/s42247-018-0010-4","title":"Recent advances in electroless-plated Ni-P and its composites for erosion and corrosion applications: a review","year":2018,"lang":"en","type":"review","venue":"Emergent Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Qatar National Research Fund","keywords":"Corrosion; Materials science; Electroless plating; Coating; Metallurgy; Nickel; Nanocomposite; Plating (geology); Wear resistance; Composite material; Layer (electronics); Electroplating","score_opus":0.019656493120233483,"score_gpt":0.30286394831610064,"score_spread":0.28320745519586715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885488441","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":[0.0010872979,0.99550444,0.0007587302,0.00016598834,0.00025268336,0.000009975108,0.00003910127,0.000015218001,0.0021665816],"genre_scores_gemma":[0.003048921,0.9943752,0.0008887855,0.00013110999,0.00017748268,0.000009883313,0.000047499347,0.00000392884,0.0013171821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998523,0.000012528121,0.000023824834,0.000037818518,0.000059180325,0.000014215744],"domain_scores_gemma":[0.9997547,0.000117756514,0.000045881792,0.000008529277,0.00005721103,0.000015904849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041184886,0.0008417973,0.0008516192,0.0018755811,0.0002087262,0.00078769564,0.00058193994,0.0006664917,0.0022561122],"category_scores_gemma":[0.00063918985,0.00032947923,0.00042044013,0.0019854305,0.0002880775,0.0012245196,0.0005903187,0.00087812153,0.00083550933],"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":[0.000068981986,0.00013313678,0.0004157917,0.0420917,0.00010830481,0.00032932888,0.00012510933,0.00062124326,0.020968413,0.0046115066,0.012664809,0.9178616],"study_design_scores_gemma":[0.000013970862,0.00021625322,0.0014004192,0.0029052773,0.00027017118,0.0015723809,0.00015064706,0.0003821775,0.011311036,0.0023407426,0.9793935,0.000043468728],"about_ca_topic_score_codex":0.00046332006,"about_ca_topic_score_gemma":0.0012770036,"teacher_disagreement_score":0.0022561122,"about_ca_system_score_codex":0.0002245752,"about_ca_system_score_gemma":0.00077433913,"threshold_uncertainty_score":0.0075474977},"labels":[],"label_agreement":null},{"id":"W2889537215","doi":"10.14447/jnmes.v18i3.363","title":"Study on the Interface and Performance of Ti-Al Laminated Composite Electrode Materials","year":2015,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Composite number; Electrode; Electrochemistry; High-resolution transmission electron microscopy; Composite material; Diffusion bonding; Layer (electronics); Nanotechnology; Transmission electron microscopy; Chemistry","score_opus":0.01781675816131802,"score_gpt":0.2565876863510101,"score_spread":0.23877092818969206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889537215","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":[0.99147964,0.0016630423,0.0037272805,0.000051553518,0.000048963975,0.000013315736,0.00010542855,0.000052556283,0.0028582315],"genre_scores_gemma":[0.9955356,0.0003820197,0.0019389899,0.000022745553,0.0000084456115,0.000009103978,0.00010328697,0.00001528384,0.0019845674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998254,0.000013253259,0.000008362703,0.000039770526,0.000079937745,0.000033246633],"domain_scores_gemma":[0.9998441,0.000031845306,0.000022360822,0.000010149128,0.000078140634,0.000013319674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014532641,0.00020710737,0.00014873774,0.00022757737,0.00015985491,0.00030521184,0.00024335162,0.0002932772,0.001372474],"category_scores_gemma":[0.00036240485,0.00011868312,0.00018639452,0.00018848827,0.000102069986,0.00031313335,0.000093132876,0.00032965202,0.0002962318],"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":[0.00004496829,0.000011423542,0.00013169808,0.000051733707,0.0000038837375,0.000039088583,0.000023780907,0.00006857774,0.9982135,0.000043119526,0.000027581444,0.0013406686],"study_design_scores_gemma":[0.0000032977787,0.00010518664,0.0014471145,0.000004251272,0.000011614791,0.00008448527,0.000032061213,0.0008681181,0.9966826,0.000013238247,0.00074555894,0.0000023096293],"about_ca_topic_score_codex":0.00037346917,"about_ca_topic_score_gemma":0.0005316297,"teacher_disagreement_score":0.001372474,"about_ca_system_score_codex":0.00017142356,"about_ca_system_score_gemma":0.000086599764,"threshold_uncertainty_score":0.0045914054},"labels":[],"label_agreement":null},{"id":"W2891062054","doi":"10.1016/j.tsf.2018.09.029","title":"Nickel dependence of hydrogen generation, hydrogen co-deposition and film stress in an electroless copper process","year":2018,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Blisters; Hydrogen; Copper; Nickel; Materials science; Hydrogen embrittlement; Deposition (geology); Metallurgy; Copper plating; Ion plating; Plating (geology); Thin film; Inorganic chemistry; Chemical engineering; Chemistry; Composite material; Electroplating; Nanotechnology; Corrosion; Layer (electronics)","score_opus":0.009431331093651376,"score_gpt":0.2553073207661722,"score_spread":0.2458759896725208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891062054","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":[0.99640626,0.00045479357,0.0007727314,0.000055521108,0.000022532278,0.000012748037,0.00010647469,0.00006451393,0.0021043431],"genre_scores_gemma":[0.9981908,0.0002036266,0.0003590761,0.0000085800575,0.00000494887,0.0000060820603,0.00006741875,0.0000148316,0.0011445906],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998454,0.000013023457,0.000009947525,0.000033327993,0.00006945747,0.000028805372],"domain_scores_gemma":[0.99978334,0.00006778672,0.00003958911,0.000033144377,0.000056112174,0.000019993297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015172282,0.00019301799,0.00017709163,0.0001525788,0.00023073342,0.0004003736,0.00034255622,0.0002046095,0.00084721047],"category_scores_gemma":[0.0005488254,0.00021155128,0.000081454986,0.00022039002,0.00030277588,0.00025995905,0.00016948378,0.00028274537,0.00016479244],"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":[0.00016495565,0.000015599415,0.00023116605,0.00004358465,0.0000063985694,0.00008267159,0.00008821352,0.00013851609,0.99729747,0.00022027285,0.000103881364,0.0016073305],"study_design_scores_gemma":[0.000004491567,0.000041709212,0.001013199,0.0000012606328,0.000003322066,0.000020722084,0.000017996328,0.00063981366,0.9978393,0.000018195913,0.0003978177,0.0000022519378],"about_ca_topic_score_codex":0.002269687,"about_ca_topic_score_gemma":0.004030722,"teacher_disagreement_score":0.002269687,"about_ca_system_score_codex":0.0004945323,"about_ca_system_score_gemma":0.00026656885,"threshold_uncertainty_score":0.0045129657},"labels":[],"label_agreement":null},{"id":"W2891632802","doi":"10.1088/1742-6596/1083/1/012032","title":"Characterization of Electroless Ni-P and Ni-P/Al<sub>2</sub>O<sub>3</sub> Composite Coating on Al6061 Alloy","year":2018,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Electrodeposition and Electroless Coatings","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":"Universiti Sains Malaysia; Pratt and Whitney Canada","keywords":"Materials science; Coating; Tribometer; Alloy; Indentation hardness; Corrosion; Metallurgy; Scanning electron microscope; Field emission microscopy; Composite number; Layer (electronics); Composite material; Nickel; Aluminium; Substrate (aquarium); Tribology; Microstructure; Diffraction","score_opus":0.007530512259478749,"score_gpt":0.20149755971813252,"score_spread":0.19396704745865376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891632802","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":[0.99411905,0.00089211256,0.003313916,0.000026594447,0.00002109009,0.000024602507,0.00009905321,0.000052833417,0.0014508091],"genre_scores_gemma":[0.9937091,0.00046679875,0.0036923848,0.00002595381,0.0000046066525,0.00001696605,0.000108992266,0.000018065917,0.0019571711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976677,0.000011365107,0.000014132858,0.000040056064,0.00015005698,0.000017643713],"domain_scores_gemma":[0.99980456,0.000028362389,0.000043325254,0.00001544531,0.0000941517,0.0000141659675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009934049,0.00015840118,0.00021911818,0.00032799275,0.00014724518,0.00027147797,0.00021748988,0.00035144362,0.0005657975],"category_scores_gemma":[0.00024833236,0.00014476171,0.00019371786,0.00021273071,0.00015320013,0.00020067746,0.000113060996,0.00017466636,0.00014354373],"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":[0.00002383258,0.0000052254964,0.00029250246,0.00004312976,0.0000029096223,0.00006327614,0.000020492445,0.000065659806,0.99776506,0.000013708405,0.00001859364,0.0016856475],"study_design_scores_gemma":[0.0000058998985,0.00026725337,0.022152148,0.0000079903475,0.000021624093,0.00036584516,0.00008889779,0.002015344,0.9734924,0.00002934623,0.0015450838,0.0000082086835],"about_ca_topic_score_codex":0.00063220976,"about_ca_topic_score_gemma":0.0015330192,"teacher_disagreement_score":0.00063220976,"about_ca_system_score_codex":0.00012525867,"about_ca_system_score_gemma":0.000085426786,"threshold_uncertainty_score":0.0018928051},"labels":[],"label_agreement":null},{"id":"W2892140354","doi":"10.14447/jnmes.v18i1.386","title":"The Fabrication of Freestanding Heterogeneous Copper-Tin Films with Meniscus Brush Plating Electrodeposition","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Fabrication; Copper; Tin; Intermetallic; Electrode; Plating (geology); Anode; Electroplating; Metallurgy; Current collector; Copper plating; Alloy; Ion plating; Meniscus; Deposition (geology); Composite material; Thin film; Nanotechnology; Layer (electronics); Chemistry; Optics; Electrolyte","score_opus":0.006538191841686613,"score_gpt":0.204018757324666,"score_spread":0.1974805654829794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892140354","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":[0.908628,0.0031291207,0.08052285,0.00011179831,0.0002175241,0.000443398,0.00061543926,0.0007930856,0.0055388426],"genre_scores_gemma":[0.8945109,0.0022500323,0.09507192,0.000054487948,0.000037250833,0.00030279843,0.00044344738,0.00009122935,0.0072379094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998233,0.0000092063,0.000017242763,0.000055211418,0.00007424897,0.000020855943],"domain_scores_gemma":[0.9998667,0.000021968006,0.00002059156,0.000026820397,0.000046712474,0.000017071312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025584415,0.00044497763,0.00046503305,0.00029219795,0.00024327831,0.00037344606,0.0007285196,0.00036521538,0.0010914993],"category_scores_gemma":[0.00037195094,0.00037548225,0.00017849838,0.00043211775,0.00013860903,0.00039327514,0.00025641976,0.00039855012,0.0004040408],"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":[0.000011719465,0.0000075596004,0.00004445847,0.000047153473,0.00000274306,0.000036379603,0.000024853609,0.000053456144,0.99712414,0.00007853948,0.000034969842,0.002534058],"study_design_scores_gemma":[0.0000042896836,0.00004193206,0.00032471117,0.000002451876,0.0000048611178,0.000047630256,0.000009839789,0.00087472674,0.9970987,0.000015879348,0.001572154,0.0000028312443],"about_ca_topic_score_codex":0.00085085345,"about_ca_topic_score_gemma":0.0023072152,"teacher_disagreement_score":0.0010914993,"about_ca_system_score_codex":0.00034027605,"about_ca_system_score_gemma":0.0002303011,"threshold_uncertainty_score":0.0036514401},"labels":[],"label_agreement":null},{"id":"W2897002406","doi":"10.1016/j.surfcoat.2018.10.034","title":"Electrosynthesis of metallic molybdenum from water deficient solution containing molybdate ions and high concentrations of acetate","year":2018,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molybdenum; Nanocrystalline material; Coating; Molybdate; Amorphous solid; Electrolyte; Deposition (geology); Metallurgy; Chemical engineering; Inorganic chemistry; Electrode; Composite material; Crystallography; Nanotechnology; Chemistry; Physical chemistry","score_opus":0.005192991977251801,"score_gpt":0.1957443637781441,"score_spread":0.19055137180089232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897002406","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":[0.98353124,0.0016153182,0.009749535,0.000090656395,0.0001003292,0.00004282019,0.00012744076,0.00010914286,0.0046335976],"genre_scores_gemma":[0.99067515,0.00073188473,0.0051138736,0.00003003988,0.000016629929,0.000016686467,0.00012880335,0.000035734738,0.003251089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999453,0.0000054010497,0.0000040925556,0.000014235572,0.000018555695,0.00001242267],"domain_scores_gemma":[0.9999604,0.00000909467,0.000010537382,0.000005153176,0.000008184942,0.000006649813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099668796,0.00032772613,0.00020869834,0.00017912273,0.00017461025,0.00015949285,0.00024197546,0.00022930656,0.0009908741],"category_scores_gemma":[0.00016689068,0.00014965562,0.00017305287,0.00015144038,0.00013936432,0.00018088351,0.00019654645,0.00030959232,0.00025879825],"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":[0.000032920176,0.0000027093329,0.000018240682,0.000037717436,0.0000018074766,0.000030266232,0.000011412899,0.000037393274,0.9989016,0.00006935215,0.000014621855,0.00084194785],"study_design_scores_gemma":[0.000004851707,0.000033699882,0.00023603158,0.0000023166883,0.0000027282083,0.000025842171,0.000006249519,0.00015865266,0.9988825,0.000027671325,0.0006183217,0.0000012090579],"about_ca_topic_score_codex":0.00044045364,"about_ca_topic_score_gemma":0.0009374518,"teacher_disagreement_score":0.0009908741,"about_ca_system_score_codex":0.00017469036,"about_ca_system_score_gemma":0.00016721626,"threshold_uncertainty_score":0.003314793},"labels":[],"label_agreement":null},{"id":"W2903853719","doi":"10.1016/j.rinp.2018.12.051","title":"Fabrication of Ni@SiC composite nanofibers by electrospinning and autocatalytic electroless plating techniques","year":2018,"lang":"en","type":"article","venue":"Results in Physics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"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":"University of British Columbia; National Natural Science Foundation of China","keywords":"Electrospinning; Electroless plating; Fabrication; Nanofiber; Materials science; Composite number; Autocatalysis; Plating (geology); Nanotechnology; Gold plating (software engineering); Composite material; Chemical engineering; Electroplating; Layer (electronics); Chemistry; Catalysis; Polymer; Engineering","score_opus":0.004729240420691656,"score_gpt":0.22021894278841755,"score_spread":0.2154897023677259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903853719","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":[0.8972862,0.0034101824,0.08914033,0.0001740888,0.00026218328,0.0003121632,0.00065289624,0.00096693926,0.0077950726],"genre_scores_gemma":[0.89068913,0.0017762403,0.10278101,0.00006469841,0.000059162714,0.00017846997,0.0005551638,0.00006420986,0.0038319346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998024,0.000009464812,0.000019526764,0.000053872565,0.00009533694,0.000019415424],"domain_scores_gemma":[0.9998294,0.00002398071,0.0000515275,0.000027859924,0.000049784856,0.000017458504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020288498,0.00046114385,0.00022998732,0.0005521883,0.00023725606,0.00018819286,0.00029625438,0.00032862372,0.0007418561],"category_scores_gemma":[0.00024057864,0.00018119992,0.0003051074,0.00024902326,0.00018773906,0.0003077278,0.00017061735,0.00037568744,0.00030525433],"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":[0.000007228755,0.000006645978,0.000040143685,0.000044510463,0.0000035516641,0.000045882793,0.000012870227,0.00007251059,0.9975612,0.00008596873,0.00003478264,0.0020847216],"study_design_scores_gemma":[0.000002909326,0.00004784367,0.001015753,0.0000027517954,0.0000051272864,0.00016917547,0.0000078910925,0.00097605825,0.99642736,0.000028180211,0.0013115731,0.000005571395],"about_ca_topic_score_codex":0.00046039055,"about_ca_topic_score_gemma":0.0014210612,"teacher_disagreement_score":0.0007418561,"about_ca_system_score_codex":0.00020650771,"about_ca_system_score_gemma":0.00017671614,"threshold_uncertainty_score":0.0024818182},"labels":[],"label_agreement":null},{"id":"W2908608967","doi":"10.1515/corrrev-2018-0007","title":"Lead-silver anode behavior for zinc electrowinning in sulfuric acid solution","year":2019,"lang":"en","type":"article","venue":"Corrosion Reviews","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zinc; Anode; Materials science; Electrowinning; Electrolysis; Metallurgy; Electrolyte; Alloy; Sulfuric acid; Corrosion; Galvanic anode; Electrochemistry; Inorganic chemistry; Chemistry; Electrode; Cathodic protection","score_opus":0.014574557504207135,"score_gpt":0.24909139867787106,"score_spread":0.23451684117366392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908608967","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":[0.99280846,0.0027755154,0.0015666819,0.00009143902,0.00008694961,0.000019229641,0.00016815339,0.00014644935,0.0023371137],"genre_scores_gemma":[0.9937391,0.0010887894,0.0016744032,0.000026474456,0.000009408679,0.000008694795,0.00013681123,0.000030594354,0.0032857764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997024,0.000030155286,0.00001686026,0.000061728635,0.00014401671,0.000044984925],"domain_scores_gemma":[0.9997838,0.000053092335,0.000030362144,0.000019720053,0.0000900824,0.00002283586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020495197,0.00037810946,0.00039129017,0.0002934397,0.00023214635,0.00032826676,0.00037775098,0.0004758151,0.0018331514],"category_scores_gemma":[0.00041438683,0.00021619273,0.00020321585,0.000367403,0.00017354745,0.00025559327,0.00016552693,0.00038989665,0.00047804153],"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":[0.00014478814,0.0000170094,0.00020111255,0.00012263785,0.0000080088985,0.00011199226,0.000061534716,0.00013712788,0.9957182,0.0000740735,0.0000907583,0.0033128255],"study_design_scores_gemma":[0.000008942629,0.00028263676,0.0014209057,0.000009799402,0.000008640051,0.000051634364,0.000052187297,0.0010738013,0.99611145,0.000031980166,0.00094390323,0.0000041848075],"about_ca_topic_score_codex":0.0019142549,"about_ca_topic_score_gemma":0.003483959,"teacher_disagreement_score":0.0019142549,"about_ca_system_score_codex":0.00028058686,"about_ca_system_score_gemma":0.0001823901,"threshold_uncertainty_score":0.0061324835},"labels":[],"label_agreement":null},{"id":"W2913791609","doi":"","title":"Metallization and Characterization of Nanocrystalline Nickel Coated Jetted Photopolymer Structures","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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; Division of Materials Research; University of Toronto","keywords":"Materials science; Nickel; Photopolymer; Nanocrystalline material; Polymer; Coating; Composite material; Metallizing; Core (optical fiber); Metal; Metallurgy; Nanotechnology; Polymerization","score_opus":0.00539665357252822,"score_gpt":0.243990660613334,"score_spread":0.23859400704080577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913791609","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":[0.9892212,0.0008520713,0.0053117457,0.000049485843,0.000026283087,0.000050903545,0.00036455374,0.00020430607,0.003919432],"genre_scores_gemma":[0.98767287,0.0005855069,0.006176323,0.000019686933,0.000005823477,0.00004287238,0.00030948967,0.000071325056,0.0051161977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998511,0.000003755161,0.000005790052,0.00003759405,0.00008013841,0.000021618302],"domain_scores_gemma":[0.9997974,0.000039155646,0.00005548663,0.000036299734,0.00004938746,0.000022253924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010092849,0.00017740294,0.00022919358,0.00035059216,0.00020716147,0.0002782524,0.00032730866,0.00027083448,0.0013959138],"category_scores_gemma":[0.00029167664,0.00015948935,0.00012946407,0.0003210314,0.000211111,0.00020406826,0.00014784015,0.0003450364,0.00037613505],"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":[0.00001037512,0.000006589144,0.000101014855,0.000028815133,0.0000016506718,0.00006579176,0.000047497113,0.00007849569,0.99819833,0.000036679834,0.00003341935,0.0013913566],"study_design_scores_gemma":[0.0000024160665,0.00004498184,0.003011141,0.0000031120132,0.0000044559124,0.00008800468,0.000021498587,0.0004742788,0.9953768,0.000009836313,0.0009608278,0.00000261635],"about_ca_topic_score_codex":0.0011658475,"about_ca_topic_score_gemma":0.0024496617,"teacher_disagreement_score":0.0013959138,"about_ca_system_score_codex":0.00038805132,"about_ca_system_score_gemma":0.00019810637,"threshold_uncertainty_score":0.0046697855},"labels":[],"label_agreement":null},{"id":"W2916231258","doi":"10.1149/ma2018-02/12/624","title":"Degradation Behavior of High-Phosphorus Ni-P Coating for Application in Oil and Gas Industry","year":2018,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Alberta","funders":"","keywords":"Corrosion; Coating; Materials science; Metallurgy; Cathodic protection; Carbon steel; Brine; Degradation (telecommunications); Chemical engineering; Composite material; Electrochemistry; Electrode; Chemistry","score_opus":0.008515965583800467,"score_gpt":0.22914249618126767,"score_spread":0.2206265305974672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916231258","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":[0.9958189,0.0011640501,0.0017432277,0.00004204427,0.00002596208,0.000014939268,0.00011777839,0.000055136963,0.0010179629],"genre_scores_gemma":[0.9963928,0.00059001386,0.0018887077,0.000017606773,0.000004039826,0.000012451243,0.00009964496,0.000011042252,0.0009837048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998079,0.000011840394,0.000012233363,0.000033987944,0.00010273539,0.00003130967],"domain_scores_gemma":[0.99982005,0.000017568642,0.000038507616,0.00001340734,0.00008732693,0.000023107732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015597715,0.00034230927,0.00024183017,0.00023253712,0.00019088485,0.00024107138,0.00029068417,0.00052222336,0.00050965394],"category_scores_gemma":[0.00031321516,0.00020363383,0.00020317808,0.00021150609,0.00012523908,0.00020779987,0.0001488812,0.00026730003,0.00016819523],"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":[0.00004764911,0.000010623247,0.00043425494,0.000066449706,0.000005296426,0.000073125855,0.000018671568,0.0001473394,0.99718803,0.000010012449,0.00004588374,0.0019525527],"study_design_scores_gemma":[0.0000029596756,0.00020611426,0.005064007,0.000004443813,0.000012664523,0.00010842022,0.00003157966,0.0020385357,0.99195284,0.000005861874,0.00056661374,0.0000060339507],"about_ca_topic_score_codex":0.0014955093,"about_ca_topic_score_gemma":0.002176319,"teacher_disagreement_score":0.0014955093,"about_ca_system_score_codex":0.00022028835,"about_ca_system_score_gemma":0.00013776626,"threshold_uncertainty_score":0.0029735565},"labels":[],"label_agreement":null},{"id":"W2917320806","doi":"10.1016/j.matlet.2019.02.093","title":"Synergistic effect of a crystal modifier and screw dislocation step defects on the formation mechanism of nickel micro-nanocone","year":2019,"lang":"en","type":"article","venue":"Materials Letters","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":28,"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":"Ferdowsi University of Mashhad","keywords":"Materials science; Boric acid; Dislocation; Nickel; Boron; Supersaturation; Crystal (programming language); Density functional theory; Crystal growth; Crystallography; Adsorption; Single crystal; Chemical physics; Chemical engineering; Metallurgy; Composite material; Physical chemistry; Computational chemistry; Chemistry","score_opus":0.002959264944083934,"score_gpt":0.16647850075540224,"score_spread":0.1635192358113183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917320806","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":[0.99621296,0.0006619688,0.0015984059,0.000048242662,0.000042272106,0.00001917702,0.00004920247,0.00006205396,0.0013057247],"genre_scores_gemma":[0.9979596,0.00018071744,0.0009723728,0.000014506721,0.0000042975657,0.0000073589927,0.000024261308,0.0000090687545,0.0008279195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988234,0.000007718017,0.00000844253,0.000028927983,0.000046171317,0.000026352518],"domain_scores_gemma":[0.9998944,0.00003276656,0.000022555269,0.000019620855,0.00001752189,0.000013136938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010214506,0.00019832447,0.00022774063,0.00012349439,0.00013884727,0.00025835572,0.00040274853,0.00026442736,0.0009933903],"category_scores_gemma":[0.00023389999,0.0001305895,0.0001619397,0.00009898608,0.0001840943,0.0002165771,0.00019215126,0.00024304693,0.00016474248],"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":[0.00013578637,0.000020565942,0.00018178645,0.00008176912,0.000008148432,0.00009339084,0.000028804629,0.00019101996,0.9965107,0.00026399046,0.00007330065,0.0024106472],"study_design_scores_gemma":[0.000004451482,0.000050909926,0.0002738255,0.000001178837,0.000005255783,0.000026885276,0.000007513886,0.0008262694,0.99837226,0.000011564293,0.0004169358,0.0000030730475],"about_ca_topic_score_codex":0.0006886704,"about_ca_topic_score_gemma":0.0017803024,"teacher_disagreement_score":0.0009933903,"about_ca_system_score_codex":0.00022061351,"about_ca_system_score_gemma":0.00017235811,"threshold_uncertainty_score":0.003323257},"labels":[],"label_agreement":null},{"id":"W2936313308","doi":"10.1016/j.surfcoat.2019.04.059","title":"Influence of molybdenum on the mechanical properties, electrochemical corrosion and wear behavior of electrodeposited Ni-Mo alloy","year":2019,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Science and Engineering Research Board","keywords":"Materials science; Molybdenum; Metallurgy; Alloy; Grain size; Corrosion; Electrochemistry; Electrolyte; Friction coefficient; Composite material; Electrode","score_opus":0.003592611622812636,"score_gpt":0.17955855132127824,"score_spread":0.1759659396984656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936313308","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":[0.9981926,0.0009556742,0.00029935193,0.00002482014,0.000027067608,0.0000035575576,0.000051328127,0.000012670385,0.00043302766],"genre_scores_gemma":[0.9986492,0.00030021605,0.00034043763,0.000014864387,0.000006032033,0.000002495695,0.000051686344,0.0000092078635,0.0006258156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998281,0.000024626344,0.00002188995,0.000034269913,0.000052078918,0.000038905222],"domain_scores_gemma":[0.99976486,0.00007112398,0.00005058691,0.000031200543,0.000061033657,0.000021267793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017534503,0.00025479426,0.00028880598,0.0001543569,0.00020037289,0.0003662734,0.00033706252,0.00033257256,0.000846794],"category_scores_gemma":[0.0007120323,0.00019003515,0.00015346798,0.0001783252,0.00018581869,0.00023551635,0.00013894528,0.00029088877,0.00013933415],"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":[0.00058419566,0.000022362472,0.0007181491,0.000116090625,0.000022660928,0.00010891435,0.00005676738,0.0001869236,0.9950966,0.000059728023,0.00004884925,0.0029787102],"study_design_scores_gemma":[0.000008426204,0.00022053551,0.0038861437,0.0000076267934,0.00002082012,0.000050706913,0.00004229834,0.00085504376,0.9941274,0.000008946257,0.0007671653,0.0000048436605],"about_ca_topic_score_codex":0.001385635,"about_ca_topic_score_gemma":0.0027519753,"teacher_disagreement_score":0.001385635,"about_ca_system_score_codex":0.00021578476,"about_ca_system_score_gemma":0.00014695161,"threshold_uncertainty_score":0.00283283},"labels":[],"label_agreement":null},{"id":"W2936438071","doi":"10.1016/j.wear.2019.01.031","title":"TiO2 Sol strengthened Cu-Sn-PTFE composite coatings with high homogeneity and superior resistance to wear","year":2019,"lang":"en","type":"article","venue":"Wear","topic":"Electrodeposition and Electroless Coatings","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 Alberta","funders":"Fundamental Research Funds for the Central Universities; China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; Homogeneity (statistics); Wear resistance; Composite number; Metallurgy; Composite material","score_opus":0.00276707148310929,"score_gpt":0.17438260241806314,"score_spread":0.17161553093495385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936438071","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":[0.98823345,0.001763678,0.006469195,0.000075070195,0.000100915546,0.000025711544,0.00013415448,0.0002498782,0.0029478264],"genre_scores_gemma":[0.9924089,0.00042688727,0.002933103,0.000032286334,0.000018837052,0.000011083092,0.00012152903,0.000038895505,0.0040084952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982065,0.000012132541,0.000015868625,0.000042824206,0.000077453566,0.00003110771],"domain_scores_gemma":[0.9998124,0.000017281855,0.00005053989,0.000022943523,0.000067026725,0.000029871931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017943658,0.00045420468,0.00030077776,0.00041252276,0.00022455162,0.00035122875,0.00029329397,0.0004919551,0.0006157318],"category_scores_gemma":[0.00029331914,0.00027838905,0.0002351394,0.00033171065,0.00018772206,0.00027072607,0.0002031802,0.00034600348,0.00023264313],"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":[0.000029331586,0.000006441611,0.000059384885,0.00003219986,0.000004856641,0.000047688114,0.000011323528,0.000053834334,0.9986375,0.000022658174,0.00006164971,0.0010331171],"study_design_scores_gemma":[0.000005244796,0.00006118811,0.0016052924,0.000002003514,0.000016003056,0.00011625157,0.000011902071,0.00058687554,0.99665964,0.000008412046,0.00092222844,0.0000049069504],"about_ca_topic_score_codex":0.0011138731,"about_ca_topic_score_gemma":0.0033302102,"teacher_disagreement_score":0.0011138731,"about_ca_system_score_codex":0.0002713936,"about_ca_system_score_gemma":0.00018716657,"threshold_uncertainty_score":0.0022147894},"labels":[],"label_agreement":null},{"id":"W2938200325","doi":"10.1016/j.wear.2019.01.058","title":"Fabrication and investigation of the scratch and indentation behaviour of new generation Ni-P-nano-NiTi composite coating for oil and gas pipelines","year":2019,"lang":"en","type":"article","venue":"Wear","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Qatar National Research Fund; Qatar Foundation","keywords":"Materials science; Nickel titanium; Coating; Composite material; Corrosion; Composite number; Toughness; Indentation; Metallurgy; Scratch; Indentation hardness; Shape-memory alloy; Microstructure","score_opus":0.011515682112011422,"score_gpt":0.21641350926973352,"score_spread":0.2048978271577221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938200325","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":[0.99292266,0.00059883285,0.005272758,0.00005057225,0.000040358067,0.000026052505,0.00012727875,0.00006712122,0.00089422445],"genre_scores_gemma":[0.98977125,0.0003089207,0.0076556373,0.0000142025865,0.00000660958,0.000017215216,0.0001283079,0.000013844507,0.0020840855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998,0.000007503492,0.000009409495,0.000041435786,0.00011950413,0.000022126922],"domain_scores_gemma":[0.99969995,0.00004643284,0.000060751543,0.000052782256,0.00011626142,0.000023775223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018188401,0.00018128479,0.0002295032,0.00021005826,0.000234485,0.0002123716,0.0003781199,0.00038029836,0.000435169],"category_scores_gemma":[0.00038613903,0.00021590742,0.00020787457,0.00017412544,0.00019737051,0.00032524974,0.00014337753,0.00031307872,0.00013266949],"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":[0.000015592996,0.0000072027433,0.00015191652,0.000038269118,0.000001910072,0.00004329707,0.000029571831,0.000073832096,0.9985989,0.000027701482,0.00002171229,0.0009901634],"study_design_scores_gemma":[0.0000026864807,0.00010608749,0.00480359,0.0000016172168,0.0000050506105,0.000120345365,0.000028085838,0.0016620304,0.9925054,0.000011708501,0.00074653333,0.0000068034597],"about_ca_topic_score_codex":0.0010035459,"about_ca_topic_score_gemma":0.0022898896,"teacher_disagreement_score":0.0010035459,"about_ca_system_score_codex":0.00026935176,"about_ca_system_score_gemma":0.00019514684,"threshold_uncertainty_score":0.0019954443},"labels":[],"label_agreement":null},{"id":"W2947701156","doi":"10.1002/cjce.23521","title":"Optimization of zinc‐nickel film electrodeposition for better corrosion resistant characteristics","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Corrosion; Electroplating; Nickel; Zinc; Plating (geology); Materials science; Metallurgy; Central composite design; Alloy; Factorial experiment; Polarization (electrochemistry); Response surface methodology; Current density; Composite material; Chemistry; Layer (electronics); Chromatography","score_opus":0.0031550730863536256,"score_gpt":0.1632645914923535,"score_spread":0.16010951840599988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947701156","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":[0.977718,0.0011890844,0.01887247,0.00005290079,0.000034483986,0.0002009969,0.00019631723,0.000137864,0.0015979736],"genre_scores_gemma":[0.9480173,0.0012535265,0.048269205,0.000030042147,0.000009277991,0.00016643503,0.00023931061,0.000051354386,0.0019635055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996643,0.0000406977,0.000037748,0.00009579676,0.00012370768,0.000037740654],"domain_scores_gemma":[0.99983406,0.00004286867,0.00004651047,0.000017694225,0.000045796776,0.000013070241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033561286,0.00058961724,0.0007088029,0.0002684552,0.00016072887,0.0006213022,0.00046994755,0.00038887656,0.00069312507],"category_scores_gemma":[0.0005540111,0.00027822613,0.0003668488,0.00035945312,0.00018829784,0.00025497726,0.00019499434,0.00033477385,0.00025264447],"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":[0.000052820364,0.00002950755,0.000080060585,0.00006736905,0.0000046442906,0.0000158475,0.000009346948,0.00040590612,0.9975949,0.000036534842,0.0000115476,0.0016915054],"study_design_scores_gemma":[0.000013416507,0.00035552614,0.0009892448,0.0000037272498,0.000015809414,0.000020994703,0.000009635653,0.0020095506,0.9958145,0.000015795698,0.0007470203,0.0000047801223],"about_ca_topic_score_codex":0.00092002074,"about_ca_topic_score_gemma":0.0022325476,"teacher_disagreement_score":0.00092002074,"about_ca_system_score_codex":0.0003820853,"about_ca_system_score_gemma":0.00037544646,"threshold_uncertainty_score":0.002772212},"labels":[],"label_agreement":null},{"id":"W2951895222","doi":"10.1002/chin.200224247","title":"ChemInform Abstract: Electrodeposition Science and Technology in the Last Quarter of the Twentieth Century","year":2002,"lang":"en","type":"article","venue":"ChemInform","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Quarter (Canadian coin); Service (business); Nanotechnology; Art history; Library science; History; Computer science; Archaeology; Marketing; Business","score_opus":0.0038615569032284976,"score_gpt":0.18136181773919427,"score_spread":0.17750026083596576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951895222","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":[0.009374603,0.68728876,0.020855052,0.031198302,0.032849543,0.00008832967,0.0018410233,0.001403359,0.21510108],"genre_scores_gemma":[0.03735747,0.45504725,0.012674686,0.0053670653,0.008783291,0.00005242252,0.002009508,0.00055565493,0.47815272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999226,0.000066767316,0.000060842383,0.00009939889,0.00048787092,0.00005903945],"domain_scores_gemma":[0.9993955,0.000084393,0.0000617423,0.00004086525,0.0003322906,0.000085221676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143746,0.001022264,0.0005604783,0.0025185642,0.0007888757,0.0043014972,0.0008089846,0.0017691203,0.03278123],"category_scores_gemma":[0.0014513223,0.00031940392,0.00026057023,0.0036786366,0.0009104138,0.0036797884,0.0011313321,0.0017606047,0.014125628],"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":[0.00022476097,0.000063066014,0.0004891041,0.0027830054,0.00003499403,0.00027042156,0.00024735794,0.00052811933,0.018102022,0.04289019,0.36822987,0.5661371],"study_design_scores_gemma":[0.0000071694685,0.000034694047,0.00045644777,0.00016513179,0.000009584006,0.00025086306,0.000071704504,0.00016751644,0.008374477,0.005290768,0.985159,0.000012645726],"about_ca_topic_score_codex":0.0019117012,"about_ca_topic_score_gemma":0.0029012123,"teacher_disagreement_score":0.03278123,"about_ca_system_score_codex":0.0025612654,"about_ca_system_score_gemma":0.0020303098,"threshold_uncertainty_score":0.10966408},"labels":[],"label_agreement":null},{"id":"W2953351619","doi":"10.1002/chin.201144274","title":"ChemInform Abstract: Electrografting: A Powerful Method for Surface Modification","year":2011,"lang":"en","type":"article","venue":"ChemInform","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"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 du Québec à Montréal","funders":"","keywords":"Chemistry; Surface modification; Surface (topology); Nanotechnology; Polymer science; Chemical engineering; Physical chemistry; Geometry","score_opus":0.020746357011072854,"score_gpt":0.25415730408676523,"score_spread":0.23341094707569238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953351619","genre_codex":"review","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":[0.0017697489,0.8814348,0.009354372,0.0056073847,0.011796435,0.000116933246,0.001009373,0.00036573425,0.08854527],"genre_scores_gemma":[0.0123907225,0.8941832,0.0056226687,0.0033073293,0.0037739205,0.00010271471,0.0018921247,0.00008953017,0.07863779],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948895,0.000035249355,0.000027837454,0.00008763793,0.0003211565,0.00003918977],"domain_scores_gemma":[0.9994649,0.00013257841,0.00004911847,0.000033462937,0.0002790439,0.000040934323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007473372,0.0013671513,0.0007158011,0.002996911,0.0004679158,0.001415434,0.0011825643,0.0016373588,0.018488007],"category_scores_gemma":[0.0009228218,0.00046559836,0.000386455,0.0034824065,0.0006834327,0.0017887095,0.0009879952,0.0025344773,0.021450428],"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":[0.00012614859,0.00011798645,0.00017462895,0.008465315,0.00009313623,0.00023557479,0.00005272379,0.0004850973,0.034638103,0.028341353,0.39615864,0.5311113],"study_design_scores_gemma":[0.000012832446,0.00004789059,0.0001802939,0.00036487292,0.000033366832,0.0002706638,0.000011110197,0.00012734337,0.018528089,0.0013067318,0.97909856,0.000018186927],"about_ca_topic_score_codex":0.0014572623,"about_ca_topic_score_gemma":0.0023156032,"teacher_disagreement_score":0.018488007,"about_ca_system_score_codex":0.0012512078,"about_ca_system_score_gemma":0.0012391602,"threshold_uncertainty_score":0.06184858},"labels":[],"label_agreement":null},{"id":"W2953400901","doi":"10.2298/jsc190525069d","title":"Electroless deposition of Fe-Ni alloys from acidic and alkaline solutions using hypophosphite as a reducing agent","year":2019,"lang":"en","type":"article","venue":"Journal of the Serbian Chemical Society","topic":"Electrodeposition and Electroless Coatings","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 Alberta","funders":"University of Alberta","keywords":"Hypophosphite; Sodium hypophosphite; Autocatalysis; Reducing agent; Inorganic chemistry; Deposition (geology); Chemistry; Amorphous solid; Phosphorus; Alkaline hydrolysis; Hydrolysis; Materials science; Metallurgy; Catalysis; Physical chemistry; Organic chemistry","score_opus":0.007544753368317607,"score_gpt":0.20571622323551733,"score_spread":0.19817146986719972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953400901","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":[0.98142564,0.0048789075,0.008846132,0.00007202277,0.00011023639,0.000048048016,0.000101290956,0.000076899225,0.004440947],"genre_scores_gemma":[0.97776836,0.002450716,0.013403795,0.000052617117,0.000020956324,0.00002369297,0.0001435173,0.000030743464,0.006105605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999821,0.000014992185,0.000016314327,0.000036042493,0.00008880895,0.00002281518],"domain_scores_gemma":[0.9999118,0.00001801748,0.00002101188,0.000012497566,0.000026959906,0.0000097482925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017552084,0.0004193264,0.00039511366,0.0002450048,0.00014628712,0.00032857392,0.0003983363,0.00042741201,0.0005018249],"category_scores_gemma":[0.0002212923,0.0002535141,0.00017787263,0.0001934945,0.00016078204,0.00028913523,0.0002757167,0.00042902518,0.0002649063],"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":[0.000015150697,0.0000035555381,0.000026928614,0.000044830394,0.0000021586252,0.000032380445,0.000012108795,0.000019114541,0.9987521,0.000030859002,0.000008358627,0.0010524961],"study_design_scores_gemma":[0.0000024810206,0.000035877012,0.00045722822,0.000003429285,0.000005945453,0.00009120935,0.000013560835,0.00016895661,0.99818474,0.000011114551,0.00102357,0.0000019136003],"about_ca_topic_score_codex":0.00035235056,"about_ca_topic_score_gemma":0.0015210529,"teacher_disagreement_score":0.0005018249,"about_ca_system_score_codex":0.00015594666,"about_ca_system_score_gemma":0.00015968733,"threshold_uncertainty_score":0.0016787052},"labels":[],"label_agreement":null},{"id":"W2980068784","doi":"","title":"On surface electropolishing for the development of metallic stents","year":2019,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electropolishing; Surface (topology); Materials science; Metallurgy; Physics; Geometry; Mathematics","score_opus":0.006374829065740005,"score_gpt":0.17452105547671048,"score_spread":0.1681462264109705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980068784","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44070587,0.21477559,0.20723024,0.005272335,0.0032114112,0.00081700215,0.00064441765,0.0018074467,0.12553567],"genre_scores_gemma":[0.7310083,0.104854465,0.06608232,0.0018462284,0.0006186878,0.00038373529,0.00085170317,0.00036859213,0.09398598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995042,0.000061869614,0.00003064767,0.00006768189,0.0002806265,0.000055021053],"domain_scores_gemma":[0.99980575,0.00003855954,0.0000411118,0.000025751138,0.00007573541,0.000013200888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048400566,0.0005346177,0.00024763393,0.0006620258,0.00028490066,0.00071758137,0.0005036019,0.00084285595,0.0035591626],"category_scores_gemma":[0.0004612735,0.0003147544,0.0005506494,0.000555603,0.000331865,0.00072079955,0.00061237917,0.00060127175,0.0021425905],"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":[0.00011762777,0.00010933677,0.0003845044,0.000741659,0.0000308638,0.000457479,0.00017740577,0.0009340584,0.8838553,0.004834848,0.0026570102,0.10569989],"study_design_scores_gemma":[0.00002488788,0.00089339464,0.0013722222,0.00011332617,0.00004329952,0.0008354694,0.000067874775,0.0033994208,0.8655633,0.0009404348,0.1267173,0.000029057946],"about_ca_topic_score_codex":0.00041515427,"about_ca_topic_score_gemma":0.00083115586,"teacher_disagreement_score":0.0035591626,"about_ca_system_score_codex":0.00034846735,"about_ca_system_score_gemma":0.00027574092,"threshold_uncertainty_score":0.011906624},"labels":[],"label_agreement":null},{"id":"W2980868312","doi":"10.1016/j.surfcoat.2019.125064","title":"Effects of superelastic nano-NiTi additions on electroless Ni –P coating properties under bending","year":2019,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Dalhousie University","funders":"Qatar National Research Fund; Qatar Foundation","keywords":"Materials science; Nickel titanium; Cracking; Composite material; Composite number; Brittleness; Flexural strength; Coating; Bending; Metallurgy; Delamination (geology); Shape-memory alloy","score_opus":0.003464681742982765,"score_gpt":0.17516225964081408,"score_spread":0.17169757789783133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980868312","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":[0.9977064,0.00035382618,0.0005881958,0.00002878322,0.00002859845,0.000010573731,0.00010812434,0.000037694193,0.001137782],"genre_scores_gemma":[0.99772626,0.00020249253,0.00061701605,0.00002817602,0.000007920014,0.000009825476,0.000084773186,0.000019884954,0.0013036332],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996171,0.000047704678,0.000042417203,0.0000896332,0.00011379678,0.00008927975],"domain_scores_gemma":[0.99913484,0.000378487,0.00015995755,0.00010456541,0.00015211958,0.000070120805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035206552,0.0004909081,0.00021017046,0.00016990237,0.0002127662,0.00034775515,0.00034128496,0.00046128125,0.002613157],"category_scores_gemma":[0.0009100188,0.00039280756,0.00019801535,0.00025218335,0.0003826381,0.00048761626,0.00022522644,0.0005401174,0.00045307685],"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":[0.00036085793,0.000022644095,0.00013619901,0.000046477602,0.0000073228634,0.00006542402,0.00005714286,0.0001258024,0.99815506,0.000020268439,0.000029696288,0.0009730865],"study_design_scores_gemma":[0.000005150555,0.00009228661,0.0014929039,0.0000028061227,0.000006418962,0.000015527763,0.000026154981,0.00039334767,0.9978022,0.0000040324244,0.00015429666,0.000004933266],"about_ca_topic_score_codex":0.0011148709,"about_ca_topic_score_gemma":0.0029323394,"teacher_disagreement_score":0.002613157,"about_ca_system_score_codex":0.00022841345,"about_ca_system_score_gemma":0.00017008782,"threshold_uncertainty_score":0.008741856},"labels":[],"label_agreement":null},{"id":"W2990926855","doi":"10.1007/s40735-019-0304-y","title":"Effect of Graphene Nanoplatelets (GNPs) Addition on Erosion–Corrosion Resistance of Electroless Ni–P Coatings","year":2019,"lang":"en","type":"article","venue":"Journal of Bio- and Tribo-Corrosion","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Innovation Council; Dalhousie University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Graphene; Metallurgy; Coating; Slurry; Erosion corrosion; Petrochemical; Erosion; Composite material; Nanotechnology; Waste management","score_opus":0.0025945111749473707,"score_gpt":0.19754775043154832,"score_spread":0.19495323925660094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990926855","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":[0.99675876,0.000796942,0.0010125272,0.000059248072,0.0000821016,0.000019218163,0.00015519198,0.00006746863,0.0010486074],"genre_scores_gemma":[0.9962537,0.0004802084,0.0016971403,0.000060120146,0.000014926476,0.00001706137,0.00012981496,0.000016218166,0.0013307269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996106,0.000046541827,0.0000512131,0.00009488811,0.00011107073,0.0000856656],"domain_scores_gemma":[0.99954695,0.00017716267,0.000084354055,0.000052066902,0.00009758561,0.000041867388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817352,0.0005486499,0.00026619373,0.00022459704,0.00014816305,0.0002588444,0.0005428569,0.0006880698,0.0017838853],"category_scores_gemma":[0.00080244715,0.00031471596,0.00031965523,0.00020039562,0.00028633274,0.00044074323,0.00017677649,0.00069351983,0.0002661001],"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":[0.0005579205,0.000060252198,0.00009559379,0.00013074598,0.000020377543,0.00010558727,0.000053771357,0.00018628867,0.99615353,0.000039685885,0.00007266804,0.0025235112],"study_design_scores_gemma":[0.000011550758,0.00022884345,0.00094119087,0.000005527493,0.000021039436,0.000032950546,0.000019722656,0.0007297412,0.9977192,0.00000869435,0.00027469543,0.0000067841006],"about_ca_topic_score_codex":0.0011971176,"about_ca_topic_score_gemma":0.002006859,"teacher_disagreement_score":0.0017838853,"about_ca_system_score_codex":0.00020425377,"about_ca_system_score_gemma":0.00014663444,"threshold_uncertainty_score":0.0059676766},"labels":[],"label_agreement":null},{"id":"W3007629714","doi":"10.1115/1.4046404","title":"Investigation of the Mechanical Behavior of Electroless Ni–P–Ti Composite Coatings","year":2020,"lang":"en","type":"article","venue":"Journal of Engineering Materials and Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Dalhousie University","funders":"Qatar National Research Fund","keywords":"Materials science; Composite material; Fracture toughness; Toughness; Ultimate tensile strength; Composite number; Annealing (glass); Coating; Nickel titanium; Metallurgy; Shape-memory alloy","score_opus":0.005956819770488471,"score_gpt":0.17753390354269577,"score_spread":0.1715770837722073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007629714","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":[0.9963993,0.0003954286,0.002366732,0.000018263552,0.00001786646,0.00001421182,0.000045454235,0.000025434854,0.0007172828],"genre_scores_gemma":[0.9966288,0.00016590569,0.002180734,0.0000130618555,0.0000034549466,0.000011013534,0.000042014708,0.000010114966,0.000944888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998047,0.000011128057,0.00000851933,0.000035903104,0.00011571541,0.000024176308],"domain_scores_gemma":[0.99976164,0.00005734493,0.00004516009,0.000023053775,0.000090593865,0.00002222992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019224583,0.00021318413,0.00014739929,0.0002348703,0.0001485794,0.00016035931,0.00023655675,0.00030004914,0.00086699694],"category_scores_gemma":[0.00032570682,0.00022359836,0.00014380965,0.00014516451,0.00020648606,0.0001904747,0.00010533059,0.00033471835,0.0001234758],"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":[0.000012968536,0.0000028943007,0.00004784173,0.000010760227,0.0000016905216,0.000018613953,0.0000085348165,0.000039294282,0.9995105,0.000008582279,0.000005279277,0.00033301226],"study_design_scores_gemma":[0.0000037102484,0.00014732825,0.0049415403,0.000003129167,0.0000058549253,0.00006640548,0.000024127776,0.0018142099,0.99262685,0.000009591144,0.00035286677,0.0000044394637],"about_ca_topic_score_codex":0.00079821673,"about_ca_topic_score_gemma":0.0015074628,"teacher_disagreement_score":0.00086699694,"about_ca_system_score_codex":0.00020511384,"about_ca_system_score_gemma":0.000102816615,"threshold_uncertainty_score":0.0029004216},"labels":[],"label_agreement":null},{"id":"W3008912619","doi":"10.1038/s41598-020-59420-6","title":"Influence of UV light irradiation on the corrosion behavior of electrodeposited Ni and Cu nanocrystalline foils","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":26,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Shell Canada; China Scholarship Council; Suncor Energy Incorporated","keywords":"Nanocrystalline material; Materials science; X-ray photoelectron spectroscopy; Corrosion; Irradiation; FOIL method; Oxide; Ultraviolet light; Non-blocking I/O; Ultraviolet; Work function; Chemical engineering; Metallurgy; Composite material; Nanotechnology; Metal; Chemistry; Optoelectronics","score_opus":0.005886473682001539,"score_gpt":0.1932578754603972,"score_spread":0.18737140177839565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008912619","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":[0.9969856,0.0012671078,0.0010255686,0.000021609965,0.00002438139,0.00001152382,0.00011894462,0.00003597814,0.00050925143],"genre_scores_gemma":[0.99624014,0.0006809243,0.0022330575,0.000019219231,0.0000057089637,0.000017067696,0.0001021662,0.000020444313,0.0006813046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978596,0.00002537114,0.000020802112,0.000049907903,0.00008034676,0.00003760383],"domain_scores_gemma":[0.99971753,0.00009687948,0.000050356557,0.000029142582,0.00008723125,0.000018779081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017795543,0.00034832637,0.00038084364,0.00016504766,0.00016263402,0.00026087946,0.00026900682,0.00027732755,0.0006358651],"category_scores_gemma":[0.00044056072,0.00022165231,0.00024284355,0.00019364493,0.00013992105,0.00016084385,0.00013293554,0.00035194185,0.00013121108],"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":[0.00008120893,0.000008993112,0.00016014712,0.000050310988,0.00000966485,0.000045342094,0.00002546519,0.00007907794,0.9984328,0.000009000697,0.000016088825,0.0010818274],"study_design_scores_gemma":[0.0000028032775,0.00010013256,0.0016014908,0.0000042550387,0.000011025706,0.0000422192,0.000022977923,0.00035350714,0.997617,0.0000046607925,0.00023691036,0.0000029012501],"about_ca_topic_score_codex":0.00167373,"about_ca_topic_score_gemma":0.0020487683,"teacher_disagreement_score":0.00167373,"about_ca_system_score_codex":0.00027212113,"about_ca_system_score_gemma":0.00014433128,"threshold_uncertainty_score":0.0033280253},"labels":[],"label_agreement":null},{"id":"W3011063226","doi":"","title":"Mechanical properties of bulk nanocrystalline hexagonal cobalt electrodeposits","year":2001,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nanocrystalline material; Cobalt; Hexagonal crystal system; Materials science; Metallurgy; Crystallography; Nanotechnology; Chemistry","score_opus":0.009729691083921877,"score_gpt":0.24339285987134202,"score_spread":0.23366316878742013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011063226","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":[0.99750704,0.000424286,0.00016883033,0.000023575862,0.000016267275,0.000006717499,0.00042421013,0.000023627292,0.0014053927],"genre_scores_gemma":[0.99669695,0.00014546898,0.00015376753,0.000009683592,0.000005296787,0.00000525233,0.0003066791,0.0000113247215,0.0026655963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979943,0.0000073285228,0.0000076908545,0.000038795773,0.00010059365,0.00004615542],"domain_scores_gemma":[0.9996996,0.000065764776,0.000043955508,0.000029163051,0.00013210223,0.000029526098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000126666,0.00017940374,0.0002028262,0.000247309,0.00016848286,0.00032984442,0.00026260284,0.0002417928,0.003331073],"category_scores_gemma":[0.00046201813,0.00017062157,0.000096343276,0.00025625064,0.00019428205,0.00017448493,0.00011403438,0.00018741586,0.00047240048],"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":[0.00023049104,0.000022404252,0.00077295594,0.00007971545,0.000008475261,0.00006899298,0.000043050288,0.00033798922,0.9954072,0.00004610067,0.0002743923,0.0027083978],"study_design_scores_gemma":[0.000022258133,0.0003273736,0.015590301,0.0000071643867,0.000012367881,0.000050371353,0.000111436595,0.0023186961,0.9804842,0.000023704055,0.0010435958,0.000008528326],"about_ca_topic_score_codex":0.0060271802,"about_ca_topic_score_gemma":0.01052397,"teacher_disagreement_score":0.0060271802,"about_ca_system_score_codex":0.0004167882,"about_ca_system_score_gemma":0.00019882584,"threshold_uncertainty_score":0.011984229},"labels":[],"label_agreement":null},{"id":"W3011931812","doi":"10.1007/s11665-020-04722-z","title":"Investigation of Single-Particle Erosion Behavior of Electroless Ni-P-Ti Composite Coatings","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Dalhousie University","funders":"","keywords":"Materials science; Composite number; Particle (ecology); Composite material; Erosion; Metallurgy","score_opus":0.011816163695676252,"score_gpt":0.18405385565216592,"score_spread":0.17223769195648966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011931812","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":[0.99672514,0.00047235066,0.0019065336,0.000018382656,0.00001944857,0.000010982931,0.00004476528,0.000028281343,0.0007741583],"genre_scores_gemma":[0.99685776,0.00019468204,0.0016377964,0.000011342374,0.0000042226166,0.0000064270844,0.000057968788,0.000009736005,0.001219986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979347,0.000009741786,0.000009992075,0.000048879898,0.00010666256,0.000031197687],"domain_scores_gemma":[0.9998067,0.00005412921,0.000032542033,0.00002185277,0.000071312985,0.00001346739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018326975,0.00018282885,0.00023615721,0.00017320491,0.0001720824,0.00026268474,0.00033904213,0.0004022658,0.0008215451],"category_scores_gemma":[0.00032400558,0.00017923515,0.000203311,0.00014601077,0.00016139877,0.00026334726,0.00012811492,0.00039061575,0.00014314585],"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":[0.00007561047,0.000012869595,0.00018193912,0.00003453917,0.0000044665153,0.000057662783,0.000025088964,0.000051998784,0.9978528,0.000020861105,0.000019999425,0.0016619858],"study_design_scores_gemma":[0.0000052341634,0.00013857268,0.0045468374,0.0000023832242,0.000010384687,0.00013013538,0.000027034497,0.0016676014,0.993079,0.000009160443,0.000379747,0.000003822514],"about_ca_topic_score_codex":0.00062876334,"about_ca_topic_score_gemma":0.00084107206,"teacher_disagreement_score":0.0008215451,"about_ca_system_score_codex":0.00019590078,"about_ca_system_score_gemma":0.00011559305,"threshold_uncertainty_score":0.0027483106},"labels":[],"label_agreement":null},{"id":"W3022743510","doi":"10.1007/s11661-020-05795-0","title":"Hertzian Indentation Behavior of Electroless Ni-P-Ti Composite Coatings","year":2020,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Indentation; Composite material; Composite number; Nickel titanium; Toughness; Ultimate tensile strength; Coating; Shape-memory alloy","score_opus":0.009166505829330379,"score_gpt":0.20282856286066483,"score_spread":0.19366205703133446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022743510","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":[0.9891289,0.00060273265,0.0047465046,0.00013662309,0.000080280115,0.000020137322,0.00035035232,0.00023696396,0.004697521],"genre_scores_gemma":[0.9949136,0.00017273289,0.0018746589,0.000033218428,0.000009571342,0.000009501006,0.0001303595,0.000022946622,0.0028334204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963605,0.000019331275,0.000016440383,0.00007870266,0.00018272408,0.000066716726],"domain_scores_gemma":[0.9995858,0.00012927434,0.00005584231,0.000059838447,0.00013848508,0.000030742147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022241913,0.00032138996,0.00020286815,0.0003775609,0.00028354255,0.0003245661,0.00059437996,0.0005999099,0.0035324441],"category_scores_gemma":[0.0007095886,0.00014648016,0.00015501563,0.00036334214,0.00030163897,0.0005978329,0.0001998337,0.00057146983,0.0004103661],"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":[0.0001290891,0.00001898425,0.00022935015,0.000046215817,0.0000063135594,0.0000975911,0.000096426535,0.0003857738,0.9937405,0.000116234536,0.00018025812,0.004953219],"study_design_scores_gemma":[0.0000060800967,0.00018462574,0.008896462,0.0000065817803,0.000006204239,0.0001233942,0.00013022279,0.0064338874,0.98293406,0.00006015153,0.0012043037,0.000013949319],"about_ca_topic_score_codex":0.0013251877,"about_ca_topic_score_gemma":0.002140181,"teacher_disagreement_score":0.0035324441,"about_ca_system_score_codex":0.00033513855,"about_ca_system_score_gemma":0.00018750793,"threshold_uncertainty_score":0.011817217},"labels":[],"label_agreement":null},{"id":"W3024479460","doi":"10.1149/ma2020-01201223mtgabs","title":"Electrodeposition of Novel Nano-Composite Coatings of Niw Containing SiC and CeO<sub>2</sub> with Outstanding Tribological Properties and Corrosion Performance","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Corrosion; Metallurgy; Polarization (electrochemistry); Coating; Composite number; Composite material","score_opus":0.015404408373330606,"score_gpt":0.18532786212662458,"score_spread":0.16992345375329398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024479460","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":[0.9858876,0.0011906927,0.009895253,0.00004157275,0.0000639916,0.00004243833,0.0001347957,0.00018865771,0.0025550644],"genre_scores_gemma":[0.9779628,0.00065682136,0.01826589,0.0000350499,0.0000139059275,0.0000247056,0.0001701404,0.000040337112,0.0028302928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999229,0.0000031858888,0.000005469578,0.000017477261,0.000038055423,0.0000129510045],"domain_scores_gemma":[0.99991715,0.000009183085,0.000022421462,0.000007959448,0.000029525934,0.000013722352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000070297836,0.00027528175,0.0002677367,0.00014665067,0.000080022124,0.0002138486,0.00029206314,0.00025351724,0.00044676167],"category_scores_gemma":[0.00015560859,0.00018202854,0.00018095304,0.00011937481,0.00011465817,0.00020261608,0.00015939692,0.00024862375,0.00021619335],"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":[0.000010061026,0.000004166512,0.000043682936,0.000020962481,0.0000018639039,0.000018723209,0.0000038857056,0.000027015134,0.9987423,0.000013064936,0.000013975054,0.0011002001],"study_design_scores_gemma":[0.0000020114774,0.000050371604,0.00091733685,0.0000010449648,0.000005038955,0.00006747656,0.000006102895,0.0006260818,0.9978346,0.0000047546887,0.0004832956,0.0000018884623],"about_ca_topic_score_codex":0.0003958832,"about_ca_topic_score_gemma":0.0014347176,"teacher_disagreement_score":0.00044676167,"about_ca_system_score_codex":0.00015721604,"about_ca_system_score_gemma":0.00011338812,"threshold_uncertainty_score":0.0014945865},"labels":[],"label_agreement":null},{"id":"W3025227079","doi":"10.1149/ma2020-0114995mtgabs","title":"Study of Microstructure and Corrosion Properties of Electro-Codeposited Ni-SiO<sub>2</sub> Nanocomposite Coatings from Deep Eutectic Solvent (DES) Electrolyte","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Materials science; Nanocomposite; Deep eutectic solvent; Microstructure; Eutectic system; Chemical engineering; Electrolyte; Corrosion; Coating; Nanoparticle; Composite material; Metallurgy; Nanotechnology","score_opus":0.008643585785506197,"score_gpt":0.18772336830950268,"score_spread":0.17907978252399648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025227079","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":[0.9964855,0.0007744222,0.0018200972,0.000024189572,0.00001616073,0.000012855626,0.00011559431,0.000043636217,0.00070765684],"genre_scores_gemma":[0.99421847,0.0006700061,0.0032962016,0.00002311491,0.000009180825,0.000012721552,0.00020334886,0.000025661604,0.0015413372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999905,0.000006340528,0.000004748107,0.000021504275,0.00005035572,0.000012134051],"domain_scores_gemma":[0.9998317,0.00002740364,0.000053049123,0.000010074065,0.00006147916,0.000016253858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103469596,0.0002516372,0.00022568516,0.0001509095,0.00011112106,0.00018693418,0.00018039091,0.00026781508,0.00034469212],"category_scores_gemma":[0.00019303271,0.00020713659,0.0001646853,0.00011110718,0.00016216096,0.00016935341,0.000092847346,0.0002462434,0.00010631333],"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":[0.000010637526,0.000003032247,0.000113242415,0.000020401847,0.00000165529,0.000017760356,0.000007511772,0.00003257179,0.9994935,0.0000046017744,0.0000060408765,0.00028913957],"study_design_scores_gemma":[0.000002033188,0.00015632105,0.008085766,0.0000023322818,0.000011454796,0.000110933994,0.00001413877,0.00062427815,0.99058974,0.0000044545486,0.00039583203,0.0000028434708],"about_ca_topic_score_codex":0.0010946869,"about_ca_topic_score_gemma":0.0025748268,"teacher_disagreement_score":0.0010946869,"about_ca_system_score_codex":0.00021888476,"about_ca_system_score_gemma":0.0000918673,"threshold_uncertainty_score":0.0021766424},"labels":[],"label_agreement":null},{"id":"W3025434839","doi":"10.1149/ma2020-01201224mtgabs","title":"Controlling the Surface Properties of Electrodeposited Ni Films","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Materials science; Electroforming; Composite material; Electroplating; Surface roughness; Polymer; Surface finish; Corrosion; Microstructure; Microelectronics; Metallurgy; Nanotechnology; Layer (electronics)","score_opus":0.011596995391642412,"score_gpt":0.18804620527800742,"score_spread":0.176449209886365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025434839","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":[0.9913378,0.0011078825,0.004261804,0.000088962464,0.00004262234,0.000047143687,0.0002561798,0.00013457307,0.0027229786],"genre_scores_gemma":[0.9913244,0.0008813914,0.005562554,0.000036240304,0.00001891831,0.000044755663,0.00021437716,0.000066826506,0.0018505218],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998167,0.000012993334,0.000015248253,0.00005389687,0.00006760498,0.000033632885],"domain_scores_gemma":[0.99983084,0.000046451503,0.00004559864,0.000016856124,0.000043207845,0.000016899518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015365319,0.00047879262,0.00024190255,0.0002030578,0.00020693938,0.00051487464,0.00033302122,0.00030187602,0.0008353195],"category_scores_gemma":[0.00040810186,0.00022194967,0.00013220652,0.0002548341,0.00017658123,0.00035389056,0.00020103424,0.0005471853,0.00038760746],"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":[0.000011999437,0.0000073994106,0.00005551702,0.000026891325,0.000001598403,0.00001563257,0.000011287672,0.000040380746,0.99907887,0.00001568288,0.000015384883,0.0007194204],"study_design_scores_gemma":[0.0000014959226,0.000036986487,0.0005133266,0.0000013929896,0.0000026331718,0.000013366968,0.000008845794,0.00042876916,0.99868494,0.0000039047136,0.0003027189,0.0000015350076],"about_ca_topic_score_codex":0.00042426598,"about_ca_topic_score_gemma":0.0010956654,"teacher_disagreement_score":0.0008353195,"about_ca_system_score_codex":0.00035166685,"about_ca_system_score_gemma":0.00011461882,"threshold_uncertainty_score":0.0027944446},"labels":[],"label_agreement":null},{"id":"W3033056298","doi":"10.1016/j.psep.2020.05.048","title":"Corrosion behaviour of Zn-Ni alloy and Zn-Ni-nano-TiO2 composite coatings electrodeposited from ammonium citrate baths","year":2020,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Materials science; Corrosion; Alloy; Coating; Electroplating; Metallurgy; Dielectric spectroscopy; Zinc; Scanning electron microscope; Electrochemistry; Chemical engineering; Conversion coating; Composite material; Layer (electronics); Chemistry; Electrode","score_opus":0.0052767852858600596,"score_gpt":0.1726852187271867,"score_spread":0.16740843344132664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033056298","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":[0.99601537,0.0008648394,0.0012150212,0.000056387405,0.000064827706,0.000009660317,0.00028043962,0.00005730767,0.0014360404],"genre_scores_gemma":[0.9962901,0.00032134354,0.00092852605,0.000024851275,0.000012649625,0.000006500505,0.0002750396,0.000013866051,0.002127142],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996086,0.000032852924,0.00003320394,0.000064069936,0.00017615092,0.00008518979],"domain_scores_gemma":[0.999694,0.00006344389,0.000037964255,0.000028287079,0.00014517673,0.000031079544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021986658,0.0004007843,0.00043362714,0.00025891967,0.00019608314,0.00026805315,0.0005896934,0.0005698503,0.0015198453],"category_scores_gemma":[0.00055958424,0.00022745244,0.0003268908,0.00031575284,0.00022697734,0.00025950785,0.0001326686,0.00046390315,0.00031316708],"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":[0.0004741797,0.000020940879,0.00034273497,0.000070345835,0.000014404539,0.00009219665,0.000056017245,0.00018214785,0.9974087,0.000038970447,0.000068337635,0.0012310566],"study_design_scores_gemma":[0.000010201653,0.00023242227,0.004629729,0.0000052786045,0.000018813396,0.00008138995,0.0000529204,0.0024698824,0.9920033,0.0000141598375,0.00047449197,0.000007465682],"about_ca_topic_score_codex":0.004895372,"about_ca_topic_score_gemma":0.005790518,"teacher_disagreement_score":0.004895372,"about_ca_system_score_codex":0.0004077449,"about_ca_system_score_gemma":0.0002087666,"threshold_uncertainty_score":0.0097337365},"labels":[],"label_agreement":null},{"id":"W304369810","doi":"10.1023/a:1003970925918","title":"Effects of chloride, bromide and iodide ions on internal stress in films deposited during high speed nickel electroplating from a nickel sulfamate bath","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":44,"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":"","keywords":"Iodide; Bromide; Nickel; Chloride; Chemistry; Halide; Inorganic chemistry; Materials science; Metallurgy","score_opus":0.0013894854540084675,"score_gpt":0.16529963704465278,"score_spread":0.16391015159064432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W304369810","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":[0.9986534,0.00031266734,0.0002880289,0.000040667484,0.0000308077,0.000007587813,0.00009340057,0.000030169127,0.0005432274],"genre_scores_gemma":[0.9985378,0.00017153431,0.00025641377,0.000032709813,0.000010390542,0.000005679095,0.00011333142,0.00002460261,0.000847658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997539,0.000025078865,0.000023903964,0.000047447575,0.00006535245,0.00008426168],"domain_scores_gemma":[0.999138,0.0003403166,0.00015051078,0.0000726742,0.00020055543,0.00009781191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486945,0.00038484237,0.00037548764,0.00014691477,0.00033351048,0.00053093344,0.00033744946,0.000543248,0.0019680425],"category_scores_gemma":[0.00080439163,0.00030110052,0.00024206475,0.0002220659,0.0005719638,0.00041710836,0.00020285054,0.00054570974,0.00021884155],"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":[0.0008958437,0.000026900605,0.00063197175,0.0000665818,0.0000132920495,0.00021178971,0.00022886567,0.0001171037,0.9962282,0.000035873683,0.000060680562,0.0014829102],"study_design_scores_gemma":[0.000026080188,0.00037843417,0.004615111,0.000006462906,0.00002089856,0.000066798646,0.00010951055,0.00038465782,0.9940706,0.000013560139,0.0003002491,0.000007713267],"about_ca_topic_score_codex":0.0019988918,"about_ca_topic_score_gemma":0.0037852686,"teacher_disagreement_score":0.0019988918,"about_ca_system_score_codex":0.0005385215,"about_ca_system_score_gemma":0.0003637123,"threshold_uncertainty_score":0.00658381},"labels":[],"label_agreement":null},{"id":"W3048438875","doi":"10.1007/s40735-020-00404-4","title":"Investigation of Erosion–Corrosion Resistance of Electroless Ni–P–Ti Composite Coatings","year":2020,"lang":"en","type":"article","venue":"Journal of Bio- and Tribo-Corrosion","topic":"Electrodeposition and Electroless Coatings","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":"National Research Council Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Metallurgy; Coating; Composite number; Oxide; Erosion; Erosion corrosion; Pitting corrosion; Abrasive; Cracking; Composite material","score_opus":0.010353920746640356,"score_gpt":0.20259067439750075,"score_spread":0.1922367536508604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048438875","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":[0.9959787,0.00082578935,0.0021154343,0.000027293065,0.00003255704,0.00001189976,0.000043845983,0.000026132291,0.00093843765],"genre_scores_gemma":[0.9964462,0.0003039848,0.00165845,0.00001725405,0.0000061224523,0.000007426942,0.00006526998,0.000008748915,0.0014865143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971825,0.000022954797,0.000018838538,0.000055465414,0.00014516847,0.00003928004],"domain_scores_gemma":[0.99977356,0.000055219993,0.00003744155,0.00003073637,0.000089365196,0.000013676383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025719078,0.0002424468,0.00022022324,0.00019948817,0.0001488822,0.00022715986,0.00041078628,0.00047489998,0.0008745465],"category_scores_gemma":[0.00045910105,0.00022418625,0.00024316306,0.00019373487,0.00016159509,0.00028614115,0.00013993932,0.00050138286,0.00013682143],"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":[0.00010364506,0.000014574184,0.0001417394,0.000041369498,0.0000071029035,0.00005696395,0.000023048859,0.000076945165,0.9977465,0.000022947836,0.000022580301,0.0017426255],"study_design_scores_gemma":[0.00000856849,0.00022742857,0.0035003608,0.0000036581382,0.000017413131,0.00015243792,0.000025310455,0.0016192875,0.9938776,0.000013243321,0.00055020396,0.0000045357424],"about_ca_topic_score_codex":0.0004933867,"about_ca_topic_score_gemma":0.00059242535,"teacher_disagreement_score":0.0008745465,"about_ca_system_score_codex":0.00015993587,"about_ca_system_score_gemma":0.00009250384,"threshold_uncertainty_score":0.0029256344},"labels":[],"label_agreement":null},{"id":"W3085936855","doi":"10.1007/s11665-020-05101-4","title":"Effects of Ti Content and Annealing on Fracture Toughness and Scratch Resistance of Electroless Ni-P-Ti Coatings","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Scratch; Microstructure; Fracture toughness; Nickel titanium; Annealing (glass); Toughness; Metallurgy; Coating; Grain size; Composite material; Corrosion; Shape-memory alloy","score_opus":0.005473491432124618,"score_gpt":0.17412172356388547,"score_spread":0.16864823213176086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085936855","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":[0.99887866,0.00039698702,0.00030295816,0.000013230396,0.000013979348,0.0000054866946,0.00008227809,0.000017167857,0.0002893754],"genre_scores_gemma":[0.99898165,0.00013026553,0.00027012272,0.000010482608,0.000003863654,0.000003795423,0.00005793605,0.000013411258,0.0005285287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999728,0.00002640238,0.000035108344,0.000060073,0.00008206536,0.00006816251],"domain_scores_gemma":[0.9991223,0.00043000877,0.00014306142,0.0000887733,0.000164496,0.000051385003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060029,0.00025827787,0.00026745145,0.00023009829,0.00017786397,0.00026479873,0.0003008024,0.00038240562,0.0017482053],"category_scores_gemma":[0.0011742488,0.00034408047,0.0002894088,0.00023206315,0.00025668417,0.0003038722,0.00014343591,0.00044921372,0.00019955286],"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":[0.0008698482,0.000036003268,0.00073431246,0.00006437297,0.000026785021,0.000103845225,0.00008652555,0.0005197233,0.99511045,0.000022937595,0.00004478611,0.0023804063],"study_design_scores_gemma":[0.000010970705,0.00038704876,0.008996159,0.0000039760857,0.000035633606,0.000050463754,0.000043093194,0.0015526146,0.98871404,0.000008553484,0.000186887,0.000010542408],"about_ca_topic_score_codex":0.001975711,"about_ca_topic_score_gemma":0.0033252602,"teacher_disagreement_score":0.001975711,"about_ca_system_score_codex":0.000272206,"about_ca_system_score_gemma":0.00013714498,"threshold_uncertainty_score":0.005848348},"labels":[],"label_agreement":null},{"id":"W3093107818","doi":"10.1007/s10853-020-05325-8","title":"Characterization of a nanocrystalline NiCo electroformed sheet metal","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"","keywords":"Materials science; Nanocrystalline material; Annealing (glass); Electroforming; Metallurgy; Grain size; Microstructure; Crystallite; Grain growth; Alloy; Thermal stability; Cobalt; Nickel; Composite material; Chemical engineering; Nanotechnology","score_opus":0.007551872421454701,"score_gpt":0.2017034113336924,"score_spread":0.19415153891223771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093107818","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":[0.9956191,0.00020035193,0.001781086,0.000042544485,0.000022086568,0.000017961973,0.00034284854,0.00013100989,0.0018430206],"genre_scores_gemma":[0.9944482,0.00010930043,0.0022517657,0.00001985943,0.00000446034,0.000012510537,0.00024757604,0.000030072273,0.0028762014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998499,0.000005437361,0.000007294516,0.000037355883,0.000082890765,0.000017126258],"domain_scores_gemma":[0.9997943,0.000034018034,0.000034525805,0.000041352134,0.00008006618,0.000015640335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008913761,0.00015225339,0.00021521191,0.00024464508,0.00018994983,0.00027601392,0.00038015933,0.00037444563,0.0011134688],"category_scores_gemma":[0.00030753718,0.000118241674,0.00012160785,0.00024150134,0.0001569873,0.00016946778,0.00012482739,0.000158233,0.00025829292],"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":[0.000037609912,0.000005014392,0.0002708983,0.000020443807,0.0000027785723,0.00008715512,0.000029059307,0.000070843496,0.9983564,0.000029349212,0.00004986554,0.0010406831],"study_design_scores_gemma":[0.000002525799,0.00006544077,0.0049752537,0.0000027560816,0.000008700475,0.00010779465,0.00003462056,0.0015223804,0.9920988,0.000008651929,0.0011697914,0.0000032535834],"about_ca_topic_score_codex":0.0015817335,"about_ca_topic_score_gemma":0.0031997338,"teacher_disagreement_score":0.0015817335,"about_ca_system_score_codex":0.0002890451,"about_ca_system_score_gemma":0.00020888846,"threshold_uncertainty_score":0.0037249327},"labels":[],"label_agreement":null},{"id":"W3095067200","doi":"10.14447/jnmes.v23i3.a04","title":"Wear Behavior of Ni-TiO2 Nano-Composite Coating on AISI 1022 CS by Pulse Electrodeposition","year":2020,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"All India Council for Technical Education; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Materials science; Duty cycle; Scanning electron microscope; Electroplating; Current density; Coating; Composite material; Composite number; Metallurgy; Nano-; Response surface methodology; Pulse (music); Voltage; Layer (electronics); Electrical engineering","score_opus":0.00907824933865956,"score_gpt":0.22029424517202734,"score_spread":0.21121599583336778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095067200","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":[0.9982646,0.00031763405,0.00078362814,0.000014482923,0.000020030206,0.000008057142,0.00009709295,0.000036784277,0.00045765378],"genre_scores_gemma":[0.9962012,0.0002641207,0.0014706962,0.000013351654,0.0000047885183,0.000010326544,0.00012428629,0.000011841878,0.0018994497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998097,0.000008218786,0.00001482384,0.000039367642,0.000103731,0.000024251965],"domain_scores_gemma":[0.9997987,0.00003608895,0.000032045325,0.000023977504,0.0000902763,0.000018921732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017144367,0.00021922938,0.00029239105,0.00028998937,0.000144472,0.00022986367,0.00031122498,0.00031479943,0.0009315415],"category_scores_gemma":[0.0003378876,0.00022438855,0.0002681605,0.0003124722,0.00010920367,0.00017838743,0.00012852359,0.0002772847,0.00019303712],"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":[0.0000787675,0.000011183152,0.0002836159,0.000047286674,0.000005089384,0.000041254985,0.00003547686,0.00016751284,0.9974854,0.0000126177965,0.000033991655,0.0017978413],"study_design_scores_gemma":[0.000004262227,0.00023049636,0.006064662,0.0000036203974,0.000010733873,0.00005245197,0.00003720132,0.0024457385,0.9906504,0.000007661458,0.00048564878,0.0000069945822],"about_ca_topic_score_codex":0.0017257452,"about_ca_topic_score_gemma":0.0032458617,"teacher_disagreement_score":0.0017257452,"about_ca_system_score_codex":0.00020968188,"about_ca_system_score_gemma":0.00012629609,"threshold_uncertainty_score":0.0034313798},"labels":[],"label_agreement":null},{"id":"W3103882482","doi":"10.1007/s40735-020-00446-8","title":"The Benefit of Superelastic NiTi Addition on Corrosion Performance of Electroless Ni–P Coating During an Accidental Scratch Event","year":2020,"lang":"en","type":"article","venue":"Journal of Bio- and Tribo-Corrosion","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nickel titanium; Scratch; Corrosion; Coating; Metallurgy; Annealing (glass); Dielectric spectroscopy; Composite material; Electrochemistry; Shape-memory alloy; Electrode","score_opus":0.005710928040033792,"score_gpt":0.20222398884211581,"score_spread":0.19651306080208203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103882482","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":[0.9978709,0.00033570745,0.0009808111,0.00003811877,0.00004366964,0.0000058345136,0.00005216045,0.000035451063,0.0006372279],"genre_scores_gemma":[0.9983601,0.00013385751,0.00061622274,0.000020506308,0.0000060787834,0.0000028336635,0.00006561537,0.000010366198,0.00078444596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997582,0.00001456482,0.000018985602,0.000058087684,0.00008956919,0.000060553204],"domain_scores_gemma":[0.99967015,0.00006778926,0.000051779167,0.000060309405,0.0001164407,0.000033580938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017148028,0.00034821845,0.00022771805,0.000108676984,0.00017427726,0.00022159507,0.00035945533,0.0005169269,0.001138815],"category_scores_gemma":[0.00058693066,0.00018594986,0.00018261351,0.0001230638,0.00021596218,0.00036370396,0.0002504075,0.00044581678,0.000270975],"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":[0.00015810908,0.000012833531,0.00019113054,0.000045473484,0.0000030699066,0.000102146776,0.00003282828,0.00006682359,0.99768674,0.000018483246,0.000043397144,0.0016389615],"study_design_scores_gemma":[0.000003004571,0.00024641663,0.0029515522,0.0000026631415,0.000009557526,0.00009456773,0.000032653752,0.0007902059,0.99551845,0.0000066765756,0.00033921766,0.0000050069375],"about_ca_topic_score_codex":0.00047662674,"about_ca_topic_score_gemma":0.0012112897,"teacher_disagreement_score":0.001138815,"about_ca_system_score_codex":0.00011347325,"about_ca_system_score_gemma":0.000121841156,"threshold_uncertainty_score":0.0038096905},"labels":[],"label_agreement":null},{"id":"W3113994180","doi":"10.1149/ma2020-02171487mtgabs","title":"Electroless Deposition for Nanoscale Applications: Challenges and Opportunities","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Materials science; Electroless deposition; Wafer; Deposition (geology); Coating; Metallurgy; Nanotechnology; Optoelectronics; Copper","score_opus":0.030505604617281423,"score_gpt":0.22447797700915695,"score_spread":0.19397237239187554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113994180","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":[0.15386645,0.54925007,0.2207653,0.019690493,0.0027396108,0.00024651925,0.00050700596,0.0014565131,0.0514781],"genre_scores_gemma":[0.4882707,0.23799573,0.24409726,0.0031144444,0.0019984941,0.00049699406,0.00049497414,0.00037070166,0.023160672],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961406,0.00005616702,0.00002116125,0.00007100102,0.00019643518,0.00004123989],"domain_scores_gemma":[0.999655,0.00014606456,0.00003959864,0.000056141154,0.00007557969,0.00002765493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012063927,0.000498847,0.00042447937,0.00026274135,0.00029925263,0.001049853,0.00071803044,0.0012127415,0.0023134174],"category_scores_gemma":[0.00066008343,0.0003167348,0.0002829061,0.00024350132,0.0006163245,0.0016263531,0.0006753597,0.0009239251,0.0015362523],"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":[0.00010141698,0.00015707815,0.000636229,0.0020235113,0.000032733165,0.00047224644,0.00019401615,0.0018513026,0.6943558,0.046935778,0.009897532,0.24334241],"study_design_scores_gemma":[0.00006502781,0.0011467861,0.0022408005,0.0004325138,0.000042987398,0.0021636996,0.00034811776,0.012390658,0.47782168,0.03417238,0.46909797,0.000077275035],"about_ca_topic_score_codex":0.00017120792,"about_ca_topic_score_gemma":0.0004893666,"teacher_disagreement_score":0.0023134174,"about_ca_system_score_codex":0.00044581853,"about_ca_system_score_gemma":0.00032263546,"threshold_uncertainty_score":0.0077391267},"labels":[],"label_agreement":null},{"id":"W3116469780","doi":"10.1016/j.psep.2020.12.006","title":"Corrigendum to “Corrosion behaviour of Zn-Ni alloy and Zn-Ni-nano-TiO22 composite coatings electrodeposited from ammonium citrate baths” [Process Saf. Environ. Protection 141 (2020) 366–379]","year":2020,"lang":"en","type":"erratum","venue":"Process Safety and Environmental Protection","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corrosion; Materials science; Alloy; Metallurgy; Composite number; Nano-; Composite material","score_opus":0.006202400787156807,"score_gpt":0.18451651263235958,"score_spread":0.17831411184520277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116469780","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027545195,0.0033321239,0.0010085328,0.02135454,0.9555167,0.00006172715,0.0018516654,0.00066066376,0.015938707],"genre_scores_gemma":[0.0058991844,0.01284775,0.0030132544,0.03162869,0.07886679,0.00017905021,0.007548983,0.0009450282,0.8590712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575555,0.0002883136,0.0005759902,0.00055705546,0.0024397243,0.00038348275],"domain_scores_gemma":[0.98888713,0.0011751025,0.0004069971,0.0006789171,0.008448306,0.00040348351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025265396,0.0030982532,0.0034641675,0.00490396,0.0039196964,0.0027859292,0.004865646,0.0068259365,0.12723064],"category_scores_gemma":[0.013561359,0.0016798866,0.0025944703,0.0037034769,0.0013819555,0.0021362365,0.0022188006,0.004651175,0.09034242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031343956,0.000015599577,0.000038509454,0.00016949944,0.000008006078,0.00013596108,0.000010788172,0.000057828995,0.00032990545,0.00030167392,0.9923355,0.006565429],"study_design_scores_gemma":[0.000022904158,0.000052077674,0.0017068366,0.0001488417,0.00004558691,0.00019709015,0.00004251113,0.00031940592,0.0016435784,0.0005885502,0.9951839,0.000048879356],"about_ca_topic_score_codex":0.06400357,"about_ca_topic_score_gemma":0.12457524,"teacher_disagreement_score":0.12723064,"about_ca_system_score_codex":0.0048270985,"about_ca_system_score_gemma":0.0040575084,"threshold_uncertainty_score":0.4256289},"labels":[],"label_agreement":null},{"id":"W3122117928","doi":"10.1002/cjce.24043","title":"Influence of bath composition on the electrodeposition of amorphous <scp>Ni‐Mo</scp> alloys using potassium‐sodium tartrate as complexing agent","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Sodium molybdate; Molybdate; Nickel; Sodium citrate; Sodium; Materials science; Potassium; Amorphous solid; Scanning electron microscope; Coating; Tartrate; Nuclear chemistry; Inorganic chemistry; Chemistry; Metallurgy; Organic chemistry","score_opus":0.008137605780230393,"score_gpt":0.18650283905912027,"score_spread":0.17836523327888987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122117928","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":[0.99593663,0.0009995212,0.0018945995,0.000048169895,0.000027130394,0.000040386563,0.000100838566,0.00005396192,0.00089869235],"genre_scores_gemma":[0.9938524,0.00091983867,0.0041174055,0.000026784879,0.000011434167,0.000027545164,0.00011345452,0.000047458074,0.00088360824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994149,0.00012310162,0.00007821384,0.00010449831,0.00020838811,0.00007098167],"domain_scores_gemma":[0.9993001,0.00031749054,0.00012641144,0.000056879668,0.00014707023,0.000051959214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044940753,0.00043705892,0.0006418848,0.00026937615,0.00023230376,0.00067272777,0.00052229274,0.0004757373,0.0008714799],"category_scores_gemma":[0.001466029,0.00049790496,0.00031782707,0.00030568158,0.00022800612,0.0003395725,0.0003572609,0.00037789092,0.00033743551],"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":[0.00012175958,0.000009498398,0.00013832399,0.00006751827,0.000008839932,0.000029699388,0.00002923381,0.00006008534,0.99857724,0.0000090305975,0.000011037666,0.00093782943],"study_design_scores_gemma":[0.000006010877,0.0001927652,0.001383297,0.0000059456434,0.000018594807,0.00003929469,0.000024796916,0.0005168171,0.9975145,0.0000035430405,0.00029119977,0.0000032596627],"about_ca_topic_score_codex":0.001460785,"about_ca_topic_score_gemma":0.003265718,"teacher_disagreement_score":0.001460785,"about_ca_system_score_codex":0.00029413798,"about_ca_system_score_gemma":0.00024925274,"threshold_uncertainty_score":0.0029153824},"labels":[],"label_agreement":null},{"id":"W3127482284","doi":"","title":"Investigation of smut layer formation during AC electrograining as a method to elucidate surface chemistry mechanisms","year":2007,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Electrodeposition and Electroless Coatings","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":"Agfa-Gevaert (Canada)","funders":"","keywords":"Layer (electronics); Chemistry; Nanotechnology; Materials science","score_opus":0.006116591781998141,"score_gpt":0.2075663743168706,"score_spread":0.20144978253487247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127482284","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":[0.9949346,0.0010177412,0.002974494,0.000022713293,0.00001361542,0.000010459963,0.0000357115,0.000025250532,0.00096544984],"genre_scores_gemma":[0.99742174,0.0002967409,0.0014426141,0.000008548824,0.0000026788985,0.0000031570103,0.000034707333,0.000005589468,0.00078411057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993443,0.000009558894,0.0000027970102,0.000010896139,0.000023405213,0.000019030773],"domain_scores_gemma":[0.99988925,0.00004217045,0.000027064996,0.000011671824,0.000022852757,0.0000069631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015715294,0.00021487707,0.00014496616,0.00014195027,0.0001806255,0.00026235761,0.000161276,0.00022751662,0.0007447462],"category_scores_gemma":[0.00021505848,0.0001156526,0.00012373462,0.00020593102,0.0002248353,0.00032387773,0.00013155925,0.00025909106,0.00011466868],"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":[0.00007048878,0.0000069547636,0.000294807,0.000038166265,0.0000026131502,0.000048415885,0.000031758515,0.00008028635,0.9978544,0.00010110985,0.000013350453,0.0014575323],"study_design_scores_gemma":[0.0000016072722,0.000063490785,0.0014996498,0.0000016364442,0.0000034732082,0.000054436226,0.000024851897,0.0006435598,0.9972752,0.000013493341,0.00041759663,9.567212e-7],"about_ca_topic_score_codex":0.000662099,"about_ca_topic_score_gemma":0.0012016359,"teacher_disagreement_score":0.0007447462,"about_ca_system_score_codex":0.00016642269,"about_ca_system_score_gemma":0.000102489474,"threshold_uncertainty_score":0.0024914742},"labels":[],"label_agreement":null},{"id":"W3133354371","doi":"10.1007/s10800-021-01535-3","title":"Properties of an electroless copper process as a function of nickel and cyanide ion concentrations","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Cyanide; Nickel; Copper; Chemistry; Electrochemistry; Plating (geology); Inorganic chemistry; Transition metal; Anode; Metallurgy; Materials science; Electrode; Catalysis; Organic chemistry","score_opus":0.003800164827878973,"score_gpt":0.19236935740889088,"score_spread":0.1885691925810119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133354371","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":[0.99462885,0.0007358512,0.0023643414,0.00006607785,0.000040729494,0.00001648185,0.0002297996,0.00020908033,0.0017087203],"genre_scores_gemma":[0.9976993,0.00016590058,0.0008086166,0.00001672996,0.000006468874,0.000006786482,0.000107851076,0.00002134825,0.0011669758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957985,0.00005282446,0.000020671208,0.00009396578,0.00016432759,0.00008843952],"domain_scores_gemma":[0.9989648,0.00042168927,0.00017710743,0.00014333572,0.00023683709,0.000056217108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005346488,0.0003052779,0.00028559036,0.0002863079,0.00032263485,0.0005258319,0.0005702309,0.00059370615,0.0025390754],"category_scores_gemma":[0.00133483,0.00019480553,0.0002186357,0.00042781205,0.00043763762,0.0005028975,0.00018031627,0.00042161648,0.00038381084],"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":[0.0011725946,0.00005860179,0.0003336608,0.000073424926,0.000015336223,0.00011946512,0.00009986855,0.000391012,0.9934412,0.00010060356,0.00018375873,0.004010582],"study_design_scores_gemma":[0.000016348915,0.0003755681,0.0016835119,0.0000035553255,0.000013870355,0.00004898161,0.00003726207,0.0017176677,0.99560565,0.000018987623,0.0004723559,0.000006097176],"about_ca_topic_score_codex":0.0017507451,"about_ca_topic_score_gemma":0.0012329033,"teacher_disagreement_score":0.0025390754,"about_ca_system_score_codex":0.00042696384,"about_ca_system_score_gemma":0.0003281197,"threshold_uncertainty_score":0.0084940195},"labels":[],"label_agreement":null},{"id":"W3135148355","doi":"10.22453/lsj-020.2.262-271","title":"Development of novel corrosion resistant electroless NI-P composite coatings for pipeline steel","year":2019,"lang":"en","type":"article","venue":"Lebanese Science Journal","topic":"Electrodeposition and Electroless Coatings","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":"Dalhousie University","funders":"Centre National de la Recherche Scientifique; Dalhousie University","keywords":"Materials science; Corrosion; Composite number; Coating; Scanning electron microscope; Metallurgy; Carbon steel; Burnishing (metal); Indentation hardness; Indentation; Hardness; Titanium; Composite material; Polarization (electrochemistry); Microstructure; Polishing","score_opus":0.010125937238059216,"score_gpt":0.2376598814489308,"score_spread":0.22753394421087159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135148355","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":[0.95998234,0.0033427898,0.031833466,0.000094326475,0.00012942239,0.00008967948,0.0001056611,0.00025627835,0.004166069],"genre_scores_gemma":[0.9698869,0.0014118789,0.023410002,0.000037479927,0.000017183309,0.000025592411,0.000109982975,0.000035024943,0.0050659063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998264,0.000010161267,0.000010904193,0.000036866044,0.00009915819,0.00001666113],"domain_scores_gemma":[0.9998871,0.000010075825,0.000028447843,0.000011341851,0.000049186714,0.000013750825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013643554,0.0003457794,0.00021328435,0.00025882738,0.00012784362,0.00028449975,0.0004711128,0.0003897571,0.00047176896],"category_scores_gemma":[0.00020884008,0.00023423988,0.00027090812,0.00014586063,0.0001241639,0.0003688554,0.00019695352,0.0003242698,0.00028303938],"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":[0.000013118075,0.0000071668655,0.000052798125,0.000050158793,0.0000040249656,0.000042607393,0.0000068520994,0.000054928445,0.9980769,0.000025667858,0.000020601643,0.0016452529],"study_design_scores_gemma":[0.0000060620146,0.0001624325,0.001368703,0.00000284823,0.000011568283,0.00021385729,0.000011669705,0.0013123632,0.99523395,0.0000112311245,0.0016603626,0.0000048157876],"about_ca_topic_score_codex":0.00047908098,"about_ca_topic_score_gemma":0.0016324011,"teacher_disagreement_score":0.00047908098,"about_ca_system_score_codex":0.00015869779,"about_ca_system_score_gemma":0.00014866857,"threshold_uncertainty_score":0.0015782118},"labels":[],"label_agreement":null},{"id":"W3136744586","doi":"10.1080/2374068x.2021.1896863","title":"Experimental studies and influence of process factor on zinc-nickel based coating on mild steel","year":2021,"lang":"en","type":"article","venue":"Advances in Materials and Processing Technologies","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"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":"","keywords":"Materials science; Indentation hardness; Coating; Microstructure; Scanning electron microscope; Corrosion; Metallurgy; Reciprocating motion; Energy-dispersive X-ray spectroscopy; Composite material","score_opus":0.01341789387924981,"score_gpt":0.2939154925650756,"score_spread":0.2804975986858258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136744586","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":[0.9924867,0.0015677456,0.0035173802,0.000060593848,0.000050616567,0.00014185144,0.0005609546,0.0000697878,0.0015442776],"genre_scores_gemma":[0.98349714,0.0029108194,0.010957318,0.00003601139,0.000028897968,0.00016865274,0.00045651555,0.000027933913,0.001916756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946266,0.0000648804,0.000057495978,0.00011113948,0.00023940168,0.000064448104],"domain_scores_gemma":[0.9996111,0.00008648667,0.00007962102,0.000051032635,0.00014727136,0.000024577997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460062,0.00045314015,0.00062892603,0.00028205154,0.00041310638,0.00025184962,0.00042635537,0.0004783791,0.0013609632],"category_scores_gemma":[0.00045280333,0.0002732711,0.00036244493,0.00048080133,0.00019667298,0.00019886869,0.00019264476,0.0004906595,0.0004226644],"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":[0.00006657044,0.00004093178,0.00021944806,0.00033938125,0.0000068075033,0.000112366506,0.00007636023,0.00028623277,0.99749184,0.00003548386,0.00005581223,0.001268827],"study_design_scores_gemma":[0.000011119922,0.000784617,0.0034604496,0.000017394592,0.000023621385,0.00012688509,0.00008155338,0.00086515455,0.9927106,0.000024554882,0.0018782499,0.00001573204],"about_ca_topic_score_codex":0.001764941,"about_ca_topic_score_gemma":0.0038989629,"teacher_disagreement_score":0.001764941,"about_ca_system_score_codex":0.00029130673,"about_ca_system_score_gemma":0.0001962384,"threshold_uncertainty_score":0.004552841},"labels":[],"label_agreement":null},{"id":"W3164352906","doi":"10.1007/s40735-021-00535-2","title":"Effects of Ti Content and Annealing on Corrosion Resistance of Electroless Ni–P–Ti Composite Coatings","year":2021,"lang":"en","type":"article","venue":"Journal of Bio- and Tribo-Corrosion","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Dielectric spectroscopy; Metallurgy; Coating; Annealing (glass); Nickel titanium; Toughness; Titanium; Electrochemistry; Composite material; Shape-memory alloy; Electrode","score_opus":0.006919973623696589,"score_gpt":0.20380629107201473,"score_spread":0.19688631744831814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164352906","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":[0.99782616,0.00090132485,0.00050944503,0.000022505716,0.000040007453,0.000008556247,0.0000866275,0.000029692788,0.00057568384],"genre_scores_gemma":[0.9982681,0.00025120398,0.0005164785,0.000018724266,0.00000899336,0.0000062121476,0.00007837759,0.000018646355,0.00083312416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964964,0.000040358682,0.00005708458,0.000073932635,0.00008845582,0.00009060151],"domain_scores_gemma":[0.9993912,0.00023273927,0.00010725142,0.00008091539,0.0001482635,0.000039732637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033717536,0.0003318261,0.00031889242,0.00022492363,0.00015955856,0.00029844916,0.00035297024,0.00046101506,0.0014774731],"category_scores_gemma":[0.0010329565,0.00037410308,0.00031994365,0.0002582301,0.00022042407,0.00035378497,0.0001257142,0.0005629894,0.0002650743],"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":[0.0010838783,0.000045774155,0.00037524692,0.00009564284,0.000029803143,0.00009572031,0.00009395006,0.00034316964,0.9952011,0.000030869604,0.00005768835,0.0025471384],"study_design_scores_gemma":[0.000011531184,0.0003011077,0.0032278046,0.0000049662026,0.000040361097,0.00003966399,0.000026939548,0.0010116551,0.9949975,0.0000068127615,0.0003236057,0.000008159961],"about_ca_topic_score_codex":0.0015461663,"about_ca_topic_score_gemma":0.0024148524,"teacher_disagreement_score":0.0015461663,"about_ca_system_score_codex":0.00023918782,"about_ca_system_score_gemma":0.00013771148,"threshold_uncertainty_score":0.0049426556},"labels":[],"label_agreement":null},{"id":"W3177853406","doi":"10.18280/acsm.450305","title":"Morphology and Corrosion Behavior of Zn-Ni Layers Electrodeposited on Low Alloy Carbon Steel Substrate","year":2021,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microstructure; Materials science; Alloy; Electrolyte; Corrosion; Metallurgy; Carbon steel; Substrate (aquarium); Scanning electron microscope; Phase (matter); Morphology (biology); Nickel; Chemical engineering; Composite material; Chemistry; Electrode","score_opus":0.013783375951042402,"score_gpt":0.23461854206302044,"score_spread":0.22083516611197804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177853406","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":[0.9969537,0.00046351505,0.0010087785,0.000020596659,0.00001578031,0.000008429072,0.0001767423,0.000045444453,0.0013069798],"genre_scores_gemma":[0.9955155,0.0003068635,0.0020103685,0.000010235457,0.0000029139771,0.0000072900684,0.00019427738,0.000014419298,0.0019380393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990094,0.000005925343,0.000006508423,0.000021562713,0.000050037033,0.000014998546],"domain_scores_gemma":[0.99991786,0.000009539765,0.000015782627,0.000008120227,0.000038654587,0.000010157623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006885795,0.00022044424,0.00014488351,0.0002460965,0.00011736694,0.00018354117,0.00025977992,0.00023929706,0.00076752785],"category_scores_gemma":[0.00016701897,0.00013837132,0.00011996888,0.0002517478,0.00010510935,0.00014071338,0.00007236688,0.00015420861,0.00017010825],"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":[0.000034996898,0.000004527948,0.00024114238,0.000023182396,0.0000022806896,0.000060084934,0.000012974181,0.00010129876,0.99851245,0.00001697567,0.000019244397,0.00097082474],"study_design_scores_gemma":[0.0000037480188,0.00009946228,0.012040024,0.0000046737873,0.000009074148,0.00010610428,0.00002999389,0.001062876,0.98601264,0.000009384288,0.0006177751,0.0000042395877],"about_ca_topic_score_codex":0.0021700459,"about_ca_topic_score_gemma":0.0039786347,"teacher_disagreement_score":0.0021700459,"about_ca_system_score_codex":0.00024597874,"about_ca_system_score_gemma":0.00007523708,"threshold_uncertainty_score":0.0043147802},"labels":[],"label_agreement":null},{"id":"W3181141997","doi":"","title":"Study of Solid Particle Erosion & Electrochemical Behaviors of Graphene Enriched Ni-P Coatings","year":2021,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","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":"Dalhousie University","funders":"","keywords":"Materials science; Graphene; Electrochemistry; Erosion; Particle (ecology); Metallurgy; Chemical engineering; Composite material; Nanotechnology; Chemistry; Electrode","score_opus":0.00808933112846559,"score_gpt":0.23793289054141736,"score_spread":0.22984355941295176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181141997","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":[0.9972128,0.0005760577,0.0010310452,0.000027738324,0.000015961457,0.000007451301,0.0000762888,0.000019833216,0.0010328048],"genre_scores_gemma":[0.9971041,0.0002857027,0.0010082357,0.000013282856,0.000004465902,0.000005215336,0.00008715626,0.0000069847497,0.0014847293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998754,0.0000068548497,0.000005611785,0.000029545292,0.000057124158,0.000025486763],"domain_scores_gemma":[0.999926,0.000018933708,0.000011618931,0.0000107643,0.00002634392,0.0000064518545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009604003,0.00017449791,0.00016201769,0.00012398453,0.00018705614,0.00021685728,0.00028088957,0.00028831823,0.00084848696],"category_scores_gemma":[0.00021940669,0.0001123596,0.00018124728,0.00017227876,0.00014983669,0.00022566535,0.0001401435,0.0003639445,0.0001276743],"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":[0.000093433766,0.00001652986,0.0002973,0.00006699359,0.000008217708,0.0001015416,0.00004561004,0.00012666508,0.9960764,0.000065156775,0.00005356641,0.003048534],"study_design_scores_gemma":[0.000004064593,0.000093840805,0.004835885,0.000003283748,0.000010865721,0.00010257907,0.000041944317,0.0018716389,0.99224806,0.000024218785,0.0007590356,0.000004575876],"about_ca_topic_score_codex":0.0012172156,"about_ca_topic_score_gemma":0.0016315294,"teacher_disagreement_score":0.0012172156,"about_ca_system_score_codex":0.00016985151,"about_ca_system_score_gemma":0.00009673775,"threshold_uncertainty_score":0.0028384328},"labels":[],"label_agreement":null},{"id":"W3183339899","doi":"10.11606/d.18.2020.tde-04092020-145939","title":"Microestrutura e resistência à flexão da liga Vitreloy® 106A com diferentes teores de oxigênio e microadição de ítrio","year":2020,"lang":"pt","type":"dissertation","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Island College","funders":"","keywords":"FLEX; Materials science; Resist; LIGA; Humanities; Metallurgy; Art; Composite material; Engineering; Medicine; Layer (electronics)","score_opus":0.007579674213410051,"score_gpt":0.22896575015010476,"score_spread":0.2213860759366947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183339899","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":[0.9957837,0.00085421535,0.0012464464,0.0000254883,0.000019051244,0.000007589553,0.00010370243,0.000027047236,0.0019327243],"genre_scores_gemma":[0.9942713,0.0005067285,0.0016236649,0.000020743415,0.000008716325,0.000009271678,0.0000989713,0.000016628079,0.0034439072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997304,0.000021371729,0.00001372835,0.00008071439,0.00009388748,0.000059832437],"domain_scores_gemma":[0.9996136,0.00014489022,0.00009243255,0.00004344846,0.00007889619,0.00002680394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030132712,0.00024426007,0.00014418313,0.00019968877,0.00019316324,0.0003683715,0.000190054,0.00044243396,0.0021319552],"category_scores_gemma":[0.0006299531,0.00022507209,0.00024322567,0.00017989261,0.00024440777,0.00027181336,0.00022400655,0.00035305927,0.00034504032],"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":[0.000121728866,0.000018950004,0.0004866738,0.000042270654,0.000005878735,0.00005728068,0.00008762635,0.00013674355,0.9962149,0.000055944278,0.000048159924,0.0027238373],"study_design_scores_gemma":[0.0000070944097,0.00039036194,0.0077434536,0.000007692542,0.000021145806,0.000121426856,0.0000667144,0.00051645405,0.99007577,0.000018031818,0.0010247254,0.00000719668],"about_ca_topic_score_codex":0.0008267243,"about_ca_topic_score_gemma":0.0012803747,"teacher_disagreement_score":0.0021319552,"about_ca_system_score_codex":0.00023938448,"about_ca_system_score_gemma":0.00013118607,"threshold_uncertainty_score":0.0071321726},"labels":[],"label_agreement":null},{"id":"W3192745214","doi":"10.3390/solids2030018","title":"The Effect of the Formation of Superelastic NiTi Phase on Static and Dynamic Corrosion Performance of Ni-P Coating","year":2021,"lang":"en","type":"article","venue":"Solids","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Nickel titanium; Corrosion; Coating; Abrasive; Metallurgy; Annealing (glass); Microstructure; Composite material; Shape-memory alloy","score_opus":0.0027290828456018675,"score_gpt":0.2113910758400303,"score_spread":0.20866199299442845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192745214","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":[0.996238,0.000985277,0.0013130483,0.000027778415,0.000021943708,0.000016295739,0.00007048657,0.000030474423,0.0012966355],"genre_scores_gemma":[0.99621576,0.00061592396,0.0019349788,0.000020144527,0.0000059086187,0.00001389199,0.000099134035,0.00001810472,0.0010761862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996897,0.000026422476,0.00002382455,0.000066161694,0.00013112991,0.000062843],"domain_scores_gemma":[0.9996885,0.000076398734,0.0000719242,0.00002932496,0.0001036586,0.00003016062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020865658,0.00039140004,0.00023397383,0.0001467427,0.00016139737,0.00022485136,0.0002694188,0.00029524832,0.0006977508],"category_scores_gemma":[0.00046902074,0.0002629659,0.00021282524,0.0001562226,0.0001564104,0.00029132701,0.0001592576,0.00050616794,0.00019636436],"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":[0.000048797854,0.0000093517265,0.00016502874,0.000052261916,0.000004529014,0.00004393594,0.000021116328,0.00008579659,0.9984428,0.000016117536,0.000019305477,0.0010909815],"study_design_scores_gemma":[0.000002413827,0.00013333115,0.0025174497,0.0000027212393,0.000010378726,0.00003599836,0.000018203145,0.00071538915,0.99620545,0.0000039546253,0.0003501126,0.0000046599853],"about_ca_topic_score_codex":0.0012980185,"about_ca_topic_score_gemma":0.0027979068,"teacher_disagreement_score":0.0012980185,"about_ca_system_score_codex":0.00017291565,"about_ca_system_score_gemma":0.00016485437,"threshold_uncertainty_score":0.0025808811},"labels":[],"label_agreement":null},{"id":"W3196823200","doi":"10.1149/1945-7111/ac2466","title":"AFM and Cu Electrodeposition Studies of Reduced Graphene Oxide Modified Au(111) Facets Prepared using Electrodeposition and Post-Deposition Pulse Treatment","year":2021,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":6,"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","funders":"Natural Sciences and Engineering Research Council of Canada; Shanxi Scholarship Council of China","keywords":"Graphene; Materials science; Oxide; Nucleation; Electrode; Electrophoretic deposition; Electrochemistry; Deposition (geology); Chemical engineering; Nanotechnology; Nanoparticle; Metallurgy; Chemistry; Coating","score_opus":0.012791708164736402,"score_gpt":0.2474250215684817,"score_spread":0.2346333134037453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196823200","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":[0.98511165,0.0015818177,0.008725582,0.00019790445,0.00013371487,0.000040727256,0.0005876042,0.0002207529,0.003400223],"genre_scores_gemma":[0.9820555,0.00085177936,0.013820886,0.000077755896,0.000028191576,0.0000467433,0.000445185,0.00003770896,0.0026363437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997707,0.000014822952,0.000015145177,0.000045050812,0.00010131098,0.000053034353],"domain_scores_gemma":[0.9997379,0.00010280238,0.00003872131,0.000027608368,0.000070414295,0.000022435173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017944019,0.00028635512,0.00027023765,0.00034291795,0.00025479717,0.00021841527,0.00045746897,0.0004309626,0.00166483],"category_scores_gemma":[0.0004339623,0.00023191098,0.0002246557,0.0003366895,0.00019482484,0.00021151394,0.0001535564,0.0004801409,0.0002547294],"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":[0.00002450532,0.0000095245205,0.00012857011,0.000043519212,0.0000037400325,0.000087745546,0.000054945434,0.00006251402,0.99772984,0.00005565555,0.00007628833,0.0017233223],"study_design_scores_gemma":[0.000005799874,0.00007588332,0.00774827,0.0000055396326,0.000010839333,0.00020470216,0.000077166194,0.001897112,0.9885704,0.000046145276,0.0013468185,0.000011406866],"about_ca_topic_score_codex":0.0019663994,"about_ca_topic_score_gemma":0.0032769737,"teacher_disagreement_score":0.0019663994,"about_ca_system_score_codex":0.00029436266,"about_ca_system_score_gemma":0.00012522617,"threshold_uncertainty_score":0.0055693984},"labels":[],"label_agreement":null},{"id":"W3200108828","doi":"10.4028/www.scientific.net/kem.900.74","title":"Effect of ZrB&lt;sub&gt;2&lt;/sub&gt; Functionalized Nanoparticles Growth on Microstructural and Corrosion Resistance on Mild Steel through Electrodeposition Route","year":2021,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"","keywords":"Materials science; Corrosion; Crystallite; Metallurgy; Coating; Metal; Alloy; Phase (matter); Composite number; Microstructure; Nanoparticle; Chemical engineering; Composite material; Nanotechnology","score_opus":0.003368106265269339,"score_gpt":0.18397797046559425,"score_spread":0.1806098642003249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200108828","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":[0.99589443,0.00059582345,0.0019585388,0.00003700847,0.000023945151,0.0000135482105,0.000075338896,0.00009368623,0.001307541],"genre_scores_gemma":[0.99510795,0.00044540636,0.0026024103,0.000015495143,0.0000046971168,0.000010348741,0.00006137543,0.000024007268,0.0017283122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999064,0.000009909272,0.000007470117,0.00002591066,0.000031344844,0.000018940309],"domain_scores_gemma":[0.99991274,0.000019695304,0.000029628252,0.000008941604,0.000019240202,0.000009761177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011037632,0.0003412396,0.00016547991,0.00010688114,0.00007810947,0.00017941468,0.0002640014,0.00022117227,0.0007446894],"category_scores_gemma":[0.00018155792,0.0002038938,0.00014927155,0.000076971875,0.00013004533,0.0001555816,0.00011254983,0.00023800919,0.00023557947],"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":[0.000029703633,0.000003779182,0.000022397327,0.000016126114,0.000001920028,0.000013892025,0.000007954713,0.000041363644,0.99949944,0.000013134641,0.000011966175,0.0003383717],"study_design_scores_gemma":[0.0000018791173,0.000056190707,0.00033092234,9.4600387e-7,0.0000036971098,0.000014072913,0.00000384156,0.00032597274,0.99904424,0.000001980799,0.00021477373,0.0000014421962],"about_ca_topic_score_codex":0.0011335949,"about_ca_topic_score_gemma":0.0024587275,"teacher_disagreement_score":0.0011335949,"about_ca_system_score_codex":0.00021723351,"about_ca_system_score_gemma":0.00008630068,"threshold_uncertainty_score":0.0024912953},"labels":[],"label_agreement":null},{"id":"W34148677","doi":"10.1016/j.tips.2021.05.005","title":"Mn solute effect on the thermal stability of nanocrystalline Ni electrodeposits.","year":2005,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nanocrystalline material; Thermal stability; Materials science; Thermal; Metallurgy; Mineralogy; Thermodynamics; Chemistry; Chemical engineering; Nanotechnology; Physics; Engineering","score_opus":0.006049776783080529,"score_gpt":0.1956593789402909,"score_spread":0.18960960215721037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34148677","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":[0.97747165,0.007483503,0.0026156208,0.00032566945,0.0004746377,0.000055125267,0.0010050256,0.00030860503,0.010260268],"genre_scores_gemma":[0.9953621,0.00077394285,0.0010178493,0.000038802016,0.000011992252,0.000023540404,0.00025846867,0.0000605311,0.0024528075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997482,0.000023015615,0.000021605607,0.000086944725,0.000070122434,0.00005022606],"domain_scores_gemma":[0.99966323,0.00009905979,0.00007559819,0.00004454665,0.00009653427,0.00002109306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021473556,0.00025618516,0.00018659495,0.0002443961,0.00031246204,0.0003500319,0.00033591042,0.0003232124,0.0027918958],"category_scores_gemma":[0.0011224914,0.00018240887,0.0001308877,0.00021973642,0.0002407039,0.00032495405,0.000215007,0.00040793399,0.0005590506],"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":[0.000526629,0.000034315803,0.00055208616,0.00021088045,0.000026994881,0.000120536526,0.00014021392,0.0004332178,0.987061,0.0003674761,0.0008618482,0.009664779],"study_design_scores_gemma":[0.0000061901587,0.00009314076,0.0019057788,0.000010749935,0.000013360877,0.000056566474,0.000043828397,0.001185954,0.99415225,0.000037022062,0.0024883768,0.000006839771],"about_ca_topic_score_codex":0.0032848027,"about_ca_topic_score_gemma":0.005831078,"teacher_disagreement_score":0.0032848027,"about_ca_system_score_codex":0.0005030953,"about_ca_system_score_gemma":0.00018600235,"threshold_uncertainty_score":0.00933975},"labels":[],"label_agreement":null},{"id":"W4206821603","doi":"10.3390/met12010096","title":"Effect of Ni Concentration on the Surface Morphology and Corrosion Behavior of Zn-Ni Alloy Coatings","year":2022,"lang":"en","type":"article","venue":"Metals","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"University of British Columbia","funders":"National Research Foundation","keywords":"Materials science; Alloy; Corrosion; Dissolution; Coating; Metallurgy; Electroplating; Electrochemistry; Substrate (aquarium); Morphology (biology); Salt spray test; Polarization (electrochemistry); Zinc; Chemical engineering; Composite material; Layer (electronics); Electrode; Chemistry","score_opus":0.0070557494460117874,"score_gpt":0.2246051657345136,"score_spread":0.21754941628850183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206821603","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":[0.99438983,0.00166858,0.001976177,0.000043312433,0.000030387504,0.00003038484,0.00016686229,0.000051562136,0.0016428238],"genre_scores_gemma":[0.993269,0.001156698,0.0036896586,0.000026457945,0.0000073978763,0.000025100217,0.00018076171,0.000026026622,0.0016189552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997558,0.000021883274,0.000028337161,0.00007352098,0.00008969959,0.00003070972],"domain_scores_gemma":[0.9998516,0.000026007967,0.0000323041,0.000014505021,0.000060664646,0.000014912062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014496298,0.0003802278,0.00033704197,0.00017097268,0.00012742971,0.0003859876,0.0003446752,0.0002405933,0.0005201748],"category_scores_gemma":[0.00048573775,0.00020960593,0.00015818322,0.00015036424,0.00012629658,0.0002040455,0.00019092346,0.00028242476,0.00024060639],"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":[0.00003025457,0.000006161842,0.00017534691,0.00004135554,0.0000041429967,0.00002405656,0.000010127084,0.000056786746,0.99850816,0.0000100789675,0.000009174484,0.0011243612],"study_design_scores_gemma":[0.0000024141748,0.000072890194,0.0020334055,0.00000346268,0.000011388154,0.00003355378,0.000013812928,0.0004762146,0.99679476,0.000004476364,0.0005508643,0.0000028115278],"about_ca_topic_score_codex":0.001981271,"about_ca_topic_score_gemma":0.003667993,"teacher_disagreement_score":0.001981271,"about_ca_system_score_codex":0.0002921294,"about_ca_system_score_gemma":0.00013877143,"threshold_uncertainty_score":0.00393945},"labels":[],"label_agreement":null},{"id":"W4210927678","doi":"10.1515/ijmr-2003-0209","title":"Young’s modulus in nanostructured metals","year":2003,"lang":"en","type":"article","venue":"International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"","keywords":"Materials science; Modulus; Grain size; Young's modulus; Microstructure; Porosity; Composite material; Elastic modulus; Bulk modulus; Metallurgy","score_opus":0.020985957840058994,"score_gpt":0.30759265429771054,"score_spread":0.2866066964576516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210927678","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":[0.9956299,0.000978908,0.0020084183,0.00002636647,0.00002148212,0.0000052884675,0.0000827992,0.000020346157,0.0012265061],"genre_scores_gemma":[0.9977133,0.00030657055,0.0009404917,0.000010888519,0.000004586955,0.0000054505526,0.00008492365,0.0000071462123,0.0009264977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999051,0.000005822965,0.000005745583,0.000025834903,0.000045542052,0.0000120115155],"domain_scores_gemma":[0.9997861,0.000076853365,0.00004314398,0.00001907819,0.00005659391,0.000018286455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012872093,0.0001676919,0.00021480641,0.00015061967,0.00009470479,0.00022735965,0.00023296654,0.00017572983,0.0007989838],"category_scores_gemma":[0.000388265,0.00020778738,0.0000939606,0.000114197275,0.00020644373,0.0003092457,0.00021029916,0.00020141607,0.00017816306],"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":[0.000041034964,0.0000033612312,0.0001385855,0.000020552978,0.0000032547644,0.000039029004,0.00001582896,0.0001740081,0.99885595,0.000060689603,0.00001202916,0.0006356787],"study_design_scores_gemma":[0.000010680513,0.00013312545,0.006532841,0.0000067405813,0.000010044615,0.00013654938,0.000029589512,0.0030528987,0.9886292,0.0001602822,0.0012894331,0.000008490652],"about_ca_topic_score_codex":0.00021097557,"about_ca_topic_score_gemma":0.00027946208,"teacher_disagreement_score":0.0007989838,"about_ca_system_score_codex":0.00014862178,"about_ca_system_score_gemma":0.000068753296,"threshold_uncertainty_score":0.002672851},"labels":[],"label_agreement":null},{"id":"W4211116683","doi":"10.1002/0471238961.0512050308151814.a01.pub2","title":"Electroplating","year":2004,"lang":"en","type":"other","venue":"Kirk-Othmer Encyclopedia of Chemical Technology","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"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 Windsor","funders":"","keywords":"Electroplating; Electroforming; Plating (geology); Electronics; Nanotechnology; Cathodic protection; Corrosion; Materials science; Metallurgy; Computer science; Engineering; Electrical engineering; Layer (electronics); Chemistry; Electrode; Physics; Electrochemistry","score_opus":0.002015912719208063,"score_gpt":0.1866955082924147,"score_spread":0.18467959557320665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211116683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059503056,0.03464757,0.26861417,0.0018237794,0.00954208,0.0014404394,0.0030636638,0.0070961923,0.614269],"genre_scores_gemma":[0.35565796,0.026137643,0.16375646,0.0022619779,0.0004978703,0.0007387973,0.0036048845,0.0014451842,0.44589934],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990946,0.00004073196,0.00005287652,0.00020232597,0.0005447236,0.00006470564],"domain_scores_gemma":[0.9998011,0.000029384646,0.00002207015,0.000048487258,0.00008752955,0.0000114819795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025341017,0.00072138984,0.0005340997,0.0010442452,0.00051194086,0.0012497326,0.0007024846,0.0007612108,0.019864691],"category_scores_gemma":[0.00052826834,0.00034859148,0.0002930114,0.0010003905,0.00037907038,0.00079803186,0.00063722435,0.0010777813,0.012300474],"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":[0.0001248181,0.00009399993,0.00059447216,0.0016949219,0.000030228406,0.000694861,0.00020273741,0.0014755841,0.5820792,0.016433584,0.044090994,0.35248467],"study_design_scores_gemma":[0.000014738739,0.00008776886,0.0006038412,0.00012995726,0.00001674743,0.0007282684,0.00006386349,0.0019008138,0.45044726,0.001835242,0.5441508,0.000020696812],"about_ca_topic_score_codex":0.0005384432,"about_ca_topic_score_gemma":0.0011530855,"teacher_disagreement_score":0.019864691,"about_ca_system_score_codex":0.00063114206,"about_ca_system_score_gemma":0.000483228,"threshold_uncertainty_score":0.06645399},"labels":[],"label_agreement":null},{"id":"W4213443614","doi":"10.1016/j.jallcom.2022.164313","title":"Effect of Ti microparticles on the microstructure and properties of Ni-Ti composite coating prepared by electrodeposition","year":2022,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":21,"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":"","keywords":"Microstructure; Materials science; Nucleation; Composite number; Coating; Microparticle; Plating (geology); Composite material; Current density; Deposition (geology); Texture (cosmology); Grain size; Metallurgy; Chemical engineering; Chemistry","score_opus":0.003396576849054205,"score_gpt":0.17927079841952295,"score_spread":0.17587422157046875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213443614","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":[0.9972126,0.0008354225,0.00092432235,0.000032290627,0.00005145669,0.000013704957,0.00007325727,0.000030680454,0.0008262294],"genre_scores_gemma":[0.9971872,0.00034354397,0.0013915714,0.000030636922,0.000014405846,0.000009527006,0.000060265782,0.000013257676,0.000949655],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998247,0.000011906973,0.000017556364,0.000049128932,0.000049140184,0.00004762062],"domain_scores_gemma":[0.9997601,0.000074239615,0.000053042993,0.000022750459,0.00005723153,0.00003265308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018824614,0.00024524037,0.0002395064,0.00016615693,0.0002232722,0.0003284875,0.00022276654,0.00036126288,0.000965455],"category_scores_gemma":[0.0004760546,0.00023508046,0.00020426876,0.00016226181,0.00018438275,0.00025804702,0.0001308142,0.00048280114,0.00018344597],"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":[0.000116192474,0.000013522796,0.00008483338,0.000036581256,0.000005697522,0.000041913507,0.000019678666,0.00004421248,0.998847,0.000020610403,0.000018167068,0.00075151544],"study_design_scores_gemma":[0.0000060808625,0.000090594265,0.0014502218,0.0000020724162,0.00001181977,0.000026269814,0.000012689885,0.00037035145,0.9978077,0.0000038151757,0.00021485964,0.0000036774434],"about_ca_topic_score_codex":0.0015723768,"about_ca_topic_score_gemma":0.002945667,"teacher_disagreement_score":0.0015723768,"about_ca_system_score_codex":0.0002835493,"about_ca_system_score_gemma":0.000168628,"threshold_uncertainty_score":0.0032297373},"labels":[],"label_agreement":null},{"id":"W4230586791","doi":"10.1149/ma2010-01/16/909","title":"Review of Studies on Corrosion of Electrodeposited Nanocrystalline Metals and Alloys","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 British Columbia","funders":"","keywords":"Nanocrystalline material; Metallurgy; Corrosion; Materials science; Nanotechnology","score_opus":0.01075938501875487,"score_gpt":0.24938854591226806,"score_spread":0.2386291608935132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230586791","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":[0.0008580494,0.99770087,0.0002569655,0.00012855473,0.00018673396,0.000010743307,0.000057108206,0.000004621454,0.00079633045],"genre_scores_gemma":[0.0031640162,0.9952057,0.00037527675,0.00016224367,0.0001335833,0.000012211264,0.00010868596,0.0000029410628,0.00083534245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996308,0.00006207238,0.000057448862,0.00008246241,0.00014020146,0.000026983964],"domain_scores_gemma":[0.99897623,0.00044141375,0.00013110945,0.000035592253,0.00038284768,0.000032863594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009458839,0.0008086737,0.0015492735,0.003283682,0.00020426155,0.00086823,0.00088966754,0.00062756,0.0025230725],"category_scores_gemma":[0.0011577564,0.0003084504,0.0006084336,0.004001283,0.0002964112,0.0009329604,0.00043929214,0.00043195728,0.0011281746],"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":[0.00043803776,0.00016579471,0.00065870764,0.12893339,0.0005333856,0.0003947814,0.00019429745,0.00038344364,0.04621955,0.0018874037,0.022509148,0.79768205],"study_design_scores_gemma":[0.00004967475,0.0011703898,0.006798384,0.01647352,0.0013671975,0.002598893,0.0003175981,0.00019370264,0.031975817,0.0014078594,0.937576,0.00007096652],"about_ca_topic_score_codex":0.0012811732,"about_ca_topic_score_gemma":0.0027643065,"teacher_disagreement_score":0.003283682,"about_ca_system_score_codex":0.00055467046,"about_ca_system_score_gemma":0.001069027,"threshold_uncertainty_score":0.008440495},"labels":[],"label_agreement":null},{"id":"W4236810371","doi":"10.1063/1.5023288.1","title":"10.1063/1.5023288.1","year":2018,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 Light Source (Canada); Norcada (Canada); McMaster University","funders":"","keywords":"Electrode; Stripping (fiber); Microfabrication; Copper; Electrolyte; Materials science; Electrochemistry; Silicon; Deposition (geology); Absorption (acoustics); Etching (microfabrication); Nanotechnology; Analytical Chemistry (journal); Chemical engineering; Metallurgy; Chemistry; Composite material; Layer (electronics); Physical chemistry","score_opus":0.004224384082251107,"score_gpt":0.19799052440958814,"score_spread":0.19376614032733702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236810371","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023349845,0.00014840128,0.00023655387,0.0000731721,0.000047629703,0.000018669109,0.9936319,0.002194871,0.0034153487],"genre_scores_gemma":[0.00050223846,0.00010644705,0.00038700245,0.000029200555,0.000009228038,0.000047640217,0.9966445,0.00016728227,0.0021065304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989969,0.0001286102,0.00007913016,0.00028876233,0.00029415597,0.00021248427],"domain_scores_gemma":[0.999382,0.000105888175,0.000044337405,0.0002523814,0.00012901537,0.00008634556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000826939,0.00307053,0.0018065366,0.004400451,0.00080605136,0.0031626835,0.003356494,0.001988339,0.3283826],"category_scores_gemma":[0.0025686081,0.0005570557,0.0010342795,0.008470205,0.00051000237,0.0013636863,0.0024583521,0.0014538192,0.5614463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048520888,0.00003468647,0.0011265178,0.0006328335,0.00003033445,0.000034929293,0.000025374935,0.0006261199,0.00017588603,0.0005150622,0.9809636,0.015786182],"study_design_scores_gemma":[0.00007832768,0.000018062623,0.0024501013,0.00016734097,0.000013092691,0.00004243355,0.000052503034,0.00078669016,0.00037116234,0.0014659364,0.9945385,0.000015831674],"about_ca_topic_score_codex":0.013978866,"about_ca_topic_score_gemma":0.0204277,"teacher_disagreement_score":0.6716174,"about_ca_system_score_codex":0.0011426901,"about_ca_system_score_gemma":0.0013185593,"threshold_uncertainty_score":0.9579807},"labels":[],"label_agreement":null},{"id":"W4239150169","doi":"10.1149/ma2006-01/32/1091","title":"Characterization and Growth Mechanism of Filamentous Zinc Electrodeposits","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada); University of Toronto","funders":"","keywords":"Mechanism (biology); Characterization (materials science); Zinc; Chemistry; Materials science; Nanotechnology; Metallurgy; Physics","score_opus":0.003398144515208484,"score_gpt":0.17250581170818174,"score_spread":0.16910766719297327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239150169","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":[0.9872706,0.00060488656,0.008690275,0.00006409555,0.00001949286,0.00007191441,0.00095854525,0.00010210275,0.0022180404],"genre_scores_gemma":[0.99135405,0.00042446004,0.0042097354,0.0000110237015,0.0000037968166,0.000020360814,0.00059533387,0.000017584152,0.0033636766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998982,0.0000059179174,0.000004803586,0.000023767763,0.000051000046,0.000016276052],"domain_scores_gemma":[0.9998468,0.000039746996,0.00002803977,0.000016786289,0.000051292176,0.000017340992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010270452,0.00021147061,0.00012888674,0.00023648707,0.00016414131,0.00023220413,0.00028090054,0.00018765173,0.0007529889],"category_scores_gemma":[0.00041015042,0.000076086726,0.00010820319,0.0002811221,0.00012956077,0.00021300145,0.00009905766,0.00018091006,0.00017821166],"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":[0.00002601169,0.000007724224,0.00031888112,0.000021254291,0.0000013753663,0.00005113872,0.000014314489,0.0001077762,0.99750215,0.000046178662,0.00002681319,0.0018762599],"study_design_scores_gemma":[0.0000020922234,0.000027325303,0.003250207,0.0000023330826,0.00000327421,0.000040043476,0.0000162204,0.00090388587,0.9950293,0.000017831451,0.0007059996,0.00000145736],"about_ca_topic_score_codex":0.0034876245,"about_ca_topic_score_gemma":0.0036208956,"teacher_disagreement_score":0.0034876245,"about_ca_system_score_codex":0.00027664093,"about_ca_system_score_gemma":0.00015861791,"threshold_uncertainty_score":0.006934643},"labels":[],"label_agreement":null},{"id":"W4239960668","doi":"10.1149/ma2007-01/1/13","title":"Study of Cu Electrodeposition on Pyrolytic Graphite Electrodes","year":2007,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 du Québec à Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Pyrolytic carbon; Electrode; Graphite; Materials science; Highly oriented pyrolytic graphite; Chemical engineering; Composite material; Chemistry; Pyrolysis; Engineering; Physical chemistry","score_opus":0.007782036966063105,"score_gpt":0.2264730641275016,"score_spread":0.21869102716143848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239960668","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":[0.9734944,0.007581661,0.004038286,0.00026358847,0.0002760503,0.00008371581,0.00038487482,0.00009225582,0.013785159],"genre_scores_gemma":[0.9937318,0.0012688615,0.001442383,0.000034975368,0.00003605175,0.000016819671,0.00017074992,0.000015337944,0.0032831146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957865,0.000062209714,0.000015270376,0.000085006184,0.00017148515,0.00008739506],"domain_scores_gemma":[0.9995577,0.00019193909,0.00003884573,0.00007971971,0.00010877757,0.000022962036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028070484,0.00029427765,0.00043764236,0.0003918331,0.00063523726,0.0003838582,0.0008245002,0.0007541325,0.0027852207],"category_scores_gemma":[0.00090379803,0.00020295425,0.00021764816,0.0005247969,0.0003657732,0.0003735607,0.00020188907,0.0004960681,0.00045006498],"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":[0.00044919286,0.00006370008,0.00037584585,0.00046931632,0.00003532702,0.0005904239,0.00018567387,0.00038349806,0.9851893,0.0006244317,0.00065778533,0.010975491],"study_design_scores_gemma":[0.000021804737,0.00035234715,0.0029301746,0.000020857204,0.00002488795,0.00043112182,0.00013934147,0.0019984122,0.9891662,0.00014298962,0.004761051,0.000010790669],"about_ca_topic_score_codex":0.002819399,"about_ca_topic_score_gemma":0.0030701796,"teacher_disagreement_score":0.002819399,"about_ca_system_score_codex":0.00035808163,"about_ca_system_score_gemma":0.00021827704,"threshold_uncertainty_score":0.009317517},"labels":[],"label_agreement":null},{"id":"W4243559781","doi":"10.1149/ma2005-01/4/230","title":"Nature and Characterization of Electrogenerated Cobalt Oxide Films Highly Resistant to Pitting Attack by Chloride Ions in Aaqueous Bicarbonate Media","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 du Québec; Université Laval","funders":"","keywords":"Chloride; Bicarbonate; Cobalt; Ion; Cobalt oxide; Oxide; Inorganic chemistry; Pitting corrosion; Characterization (materials science); Materials science; Chemistry; Nuclear chemistry; Metallurgy; Nanotechnology; Corrosion; Organic chemistry","score_opus":0.0035469036807556525,"score_gpt":0.19124435429285275,"score_spread":0.18769745061209708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243559781","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":[0.9964689,0.000514722,0.0014877367,0.000049389408,0.000018067814,0.000025549953,0.00018315109,0.000030440642,0.0012220936],"genre_scores_gemma":[0.9971106,0.00021372015,0.00092829036,0.000022752745,0.00000792605,0.000011333615,0.00029585106,0.000013623963,0.0013957926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988496,0.000008760006,0.0000058569094,0.000024802519,0.000049859842,0.000025774754],"domain_scores_gemma":[0.99976796,0.000058855203,0.000043385106,0.000023015718,0.000069602545,0.000037141108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018850299,0.00016806215,0.00012366928,0.0001632295,0.00016159033,0.00034851106,0.00027786638,0.00035274617,0.0008052364],"category_scores_gemma":[0.00045779636,0.00012520062,0.00007645242,0.00012396078,0.00017700014,0.00016675149,0.00008541172,0.00025433287,0.00014203867],"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":[0.000028473041,0.0000053072044,0.00006717774,0.000011832294,0.000001024722,0.000021270238,0.000009244143,0.000011281058,0.9995376,0.000016303513,0.000015923579,0.0002745318],"study_design_scores_gemma":[0.000008421707,0.00007719299,0.0024563498,0.0000022784618,0.000003953896,0.00007199585,0.0000143709085,0.00031102012,0.9965862,0.000009106176,0.00045718087,0.0000019639922],"about_ca_topic_score_codex":0.0012609619,"about_ca_topic_score_gemma":0.0017188714,"teacher_disagreement_score":0.0012609619,"about_ca_system_score_codex":0.0002216967,"about_ca_system_score_gemma":0.00011846626,"threshold_uncertainty_score":0.0026937723},"labels":[],"label_agreement":null},{"id":"W4250044840","doi":"10.1149/ma2010-01/28/1376","title":"An Investigation on the Effects of Organic Additives on Zinc Electrowinning from Industrial Electrolyte","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 British Columbia","funders":"","keywords":"Electrowinning; Electrolyte; Zinc; Environmental science; Metallurgy; Materials science; Environmental chemistry; Chemistry; Electrode","score_opus":0.00809788802122347,"score_gpt":0.19808292498730834,"score_spread":0.18998503696608487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250044840","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":[0.99560994,0.0018308199,0.00074719597,0.000029791368,0.00002160729,0.000029331984,0.00008142065,0.000014018826,0.0016358625],"genre_scores_gemma":[0.99545443,0.0017081713,0.0010790627,0.000014049773,0.000008235775,0.000008980405,0.000095918236,0.000009122835,0.0016220408],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981505,0.000022403163,0.0000117517975,0.000023804778,0.00008424136,0.000042720607],"domain_scores_gemma":[0.9997845,0.00009380476,0.000032972468,0.000020843841,0.000053700896,0.000014089183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018274538,0.00024061465,0.0002477931,0.00014443081,0.00019990173,0.00023967064,0.00024498822,0.00021749237,0.0013330207],"category_scores_gemma":[0.00047609705,0.00010691438,0.0001461774,0.00024060869,0.00014944715,0.00020588018,0.00018427835,0.00024806944,0.00015116065],"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":[0.0003197607,0.000040514842,0.0002822699,0.0001587576,0.00000780893,0.000068868,0.000031191867,0.00012534375,0.99418795,0.00004496781,0.000026295336,0.0047061862],"study_design_scores_gemma":[0.000006150142,0.0002089296,0.0009661001,0.0000045177107,0.000012062507,0.00002696577,0.000017592218,0.00012887367,0.99804074,0.000006594673,0.0005798519,0.0000016683822],"about_ca_topic_score_codex":0.0012989696,"about_ca_topic_score_gemma":0.002530052,"teacher_disagreement_score":0.0013330207,"about_ca_system_score_codex":0.00015148272,"about_ca_system_score_gemma":0.00020820227,"threshold_uncertainty_score":0.0044594407},"labels":[],"label_agreement":null},{"id":"W4250642814","doi":"10.1149/ma2009-02/40/3045","title":"In Situ Video-STM Studies of Metal Electrodeposition Processes and Surface Phase Transitions","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"In situ; Materials science; Metal; Phase (matter); Chemical physics; Nanotechnology; Chemical engineering; Metallurgy; Chemistry; Engineering","score_opus":0.011528509453558069,"score_gpt":0.2628008113698895,"score_spread":0.25127230191633143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250642814","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":[0.98034716,0.003221855,0.006021718,0.00026642391,0.00012355197,0.000054217042,0.00081484526,0.000104196486,0.009046038],"genre_scores_gemma":[0.9912737,0.0007143359,0.002032697,0.00004553433,0.000025276906,0.000018195406,0.0005428256,0.000024076875,0.0053234342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989486,0.000008454938,0.00000315155,0.000021609809,0.00003883653,0.000033090273],"domain_scores_gemma":[0.99985766,0.00006394683,0.00001949461,0.000013163268,0.0000320367,0.000013549961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014631056,0.00024665016,0.00021026086,0.0001868791,0.0002648351,0.00024887468,0.0007477166,0.0004747316,0.0061865663],"category_scores_gemma":[0.00041394008,0.00013081332,0.00011614229,0.00027686523,0.0002024805,0.00045642245,0.00015955462,0.00059544906,0.00052060705],"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":[0.00020145137,0.000051621173,0.00016293085,0.000087054636,0.0000056862273,0.000100778,0.00003338022,0.00008819125,0.99564135,0.0002763297,0.00024136754,0.0031097962],"study_design_scores_gemma":[0.000022959566,0.00018802163,0.002447281,0.0000048409515,0.000008455758,0.0001484334,0.000040482377,0.0020178875,0.99335057,0.00010927052,0.0016570103,0.000004738209],"about_ca_topic_score_codex":0.0016784293,"about_ca_topic_score_gemma":0.0019443441,"teacher_disagreement_score":0.0061865663,"about_ca_system_score_codex":0.00030393855,"about_ca_system_score_gemma":0.00009616035,"threshold_uncertainty_score":0.020696163},"labels":[],"label_agreement":null},{"id":"W4251046120","doi":"10.5539/apr.v1n1p0","title":"Applied Physics Research, Vol. 1, No. 1, 2009","year":2009,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Education Department of Jilin Province; People's Government of Jilin Province; All India Council for Technical Education","keywords":"Physics","score_opus":0.04181478374570638,"score_gpt":0.32591949861845154,"score_spread":0.28410471487274513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251046120","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46617576,0.10323087,0.073643774,0.0062728585,0.0047734315,0.00040112762,0.0010482123,0.0016509113,0.3428031],"genre_scores_gemma":[0.6685988,0.05014915,0.040669948,0.001198832,0.0007273329,0.00014014395,0.0022946834,0.0006531066,0.23556796],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992964,0.00006319768,0.000027701306,0.000067685956,0.00049087266,0.000053992007],"domain_scores_gemma":[0.9993765,0.000093043534,0.00003996828,0.00011819251,0.0003114507,0.000060966908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008413205,0.00046554225,0.00071962003,0.0010579973,0.0010434501,0.0019290148,0.000767084,0.0005455209,0.028101983],"category_scores_gemma":[0.0013442105,0.0004323495,0.00065969164,0.0011312352,0.000739464,0.0011101073,0.0008440949,0.0008694482,0.015956173],"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":[0.00083585194,0.0007494541,0.0042724544,0.0020999464,0.0001886388,0.00055958127,0.000410737,0.004148184,0.5138267,0.034210414,0.023915535,0.41478243],"study_design_scores_gemma":[0.00013463954,0.00119434,0.018264368,0.00024465573,0.00025096064,0.0028537014,0.00045195193,0.010005788,0.4972679,0.02253335,0.4467031,0.0000952819],"about_ca_topic_score_codex":0.0008185238,"about_ca_topic_score_gemma":0.0016112699,"teacher_disagreement_score":0.971898,"about_ca_system_score_codex":0.0011085126,"about_ca_system_score_gemma":0.0013073394,"threshold_uncertainty_score":0.09401047},"labels":[],"label_agreement":null},{"id":"W4251475773","doi":"10.1149/ma2020-01211258mtgabs","title":"Lowering the Energy Consumption of Zinc Electrowinning By Electrocatalysis of Oxygen Evolution Reaction Using Manganese Oxides","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 British Columbia","funders":"","keywords":"Electrowinning; Overpotential; Zinc; Oxygen evolution; Materials science; Manganese; Metallurgy; Anode; Inorganic chemistry; Electrolyte; Chemistry; Electrode; Electrochemistry","score_opus":0.010128183076013665,"score_gpt":0.20796293698980767,"score_spread":0.19783475391379401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251475773","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":[0.9956333,0.0010817125,0.002399773,0.00005787699,0.000022632232,0.00002077948,0.00006638333,0.000042121108,0.0006753986],"genre_scores_gemma":[0.9947261,0.0009776027,0.0030066022,0.00002165444,0.000007966521,0.000015010855,0.000100934274,0.000010845704,0.0011333057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998233,0.000013444451,0.000017771554,0.0000355126,0.00008179329,0.000028328426],"domain_scores_gemma":[0.9999329,0.000016719447,0.000019009794,0.0000067659435,0.000016717262,0.000007962732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016650696,0.0003272372,0.00022981108,0.00020135769,0.000097569406,0.0003099981,0.0003608638,0.00027661034,0.0004158718],"category_scores_gemma":[0.00022139422,0.0001652642,0.00021447324,0.00016987938,0.00016302979,0.0003013872,0.00019306308,0.00035290665,0.00013011182],"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":[0.000045158093,0.000025717647,0.000119119344,0.00004197404,0.0000039794436,0.000017741528,0.00000755497,0.0000860583,0.99812645,0.00003299894,0.000014161868,0.0014790772],"study_design_scores_gemma":[0.0000051449015,0.00013478548,0.0008015254,0.0000027393298,0.000008052029,0.000024291821,0.0000072372295,0.0011421732,0.99753237,0.000008767895,0.0003309845,0.0000018093557],"about_ca_topic_score_codex":0.00092742336,"about_ca_topic_score_gemma":0.00245402,"teacher_disagreement_score":0.00092742336,"about_ca_system_score_codex":0.0003086016,"about_ca_system_score_gemma":0.00016984066,"threshold_uncertainty_score":0.002239108},"labels":[],"label_agreement":null},{"id":"W4253447101","doi":"10.1149/ma2008-02/38/2504","title":"PEG, PPG, and Their Triblock Copolymers as Suppressors in Copper Electroplating","year":2008,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Novelis (Canada)","funders":"","keywords":"Copolymer; Copper; Electroplating; Materials science; PEG ratio; Metallurgy; Nanotechnology; Composite material; Polymer; Business","score_opus":0.0069546826373204675,"score_gpt":0.1974524507267383,"score_spread":0.19049776808941785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253447101","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":[0.973381,0.008665932,0.0077217696,0.00022015741,0.00021926564,0.0000841007,0.00005512172,0.00021178511,0.00944091],"genre_scores_gemma":[0.99046564,0.0019061975,0.0024135406,0.000032960223,0.000026476959,0.000015136123,0.00004275992,0.000022648845,0.0050747604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998801,0.000029503843,0.000006476055,0.000019089375,0.000038762508,0.000026137235],"domain_scores_gemma":[0.99994874,0.000017166902,0.000010498691,0.0000057755774,0.000005598533,0.000012179821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020345452,0.0003054846,0.00017759217,0.00018103275,0.000114511655,0.00020801731,0.00021088588,0.00018747967,0.0008999947],"category_scores_gemma":[0.00019096315,0.00015320568,0.00008434937,0.00011961408,0.00021675353,0.00031342334,0.00017034278,0.00030852243,0.0003582262],"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":[0.00029125978,0.00004297569,0.00010331388,0.00007558383,0.000005011635,0.000063442094,0.000023103858,0.00027404516,0.9896885,0.00049358077,0.00024673864,0.008692388],"study_design_scores_gemma":[0.00001864211,0.00014726273,0.00018543229,0.000004507318,0.000008412671,0.000032591797,0.000005052648,0.0009380723,0.9966397,0.00005328998,0.001965102,0.000001914087],"about_ca_topic_score_codex":0.0004956907,"about_ca_topic_score_gemma":0.00079244433,"teacher_disagreement_score":0.0008999947,"about_ca_system_score_codex":0.00015021492,"about_ca_system_score_gemma":0.00018452803,"threshold_uncertainty_score":0.0030108094},"labels":[],"label_agreement":null},{"id":"W4253491246","doi":"10.1149/ma2008-02/40/2578","title":"Electrodeposition of Co, Sm and Co-Sm Thin Layers","year":2008,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Materials science; Metallurgy; Business; Chemical engineering; Engineering","score_opus":0.008345489085822189,"score_gpt":0.21504283962072598,"score_spread":0.2066973505349038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253491246","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":[0.96386373,0.004964171,0.011603048,0.00034809025,0.00066718063,0.00016396526,0.00092712237,0.00033157546,0.017131096],"genre_scores_gemma":[0.97760767,0.0018145248,0.009029582,0.00007224736,0.000060502098,0.00006974682,0.0005521036,0.00005817154,0.010735479],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978036,0.000015808053,0.000015542753,0.000046718775,0.00009008999,0.00005157974],"domain_scores_gemma":[0.99980336,0.000063811225,0.00002100265,0.00003866329,0.000055634053,0.000017546581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020286023,0.00052398787,0.0004286246,0.0003818976,0.00032094875,0.00032734705,0.00045222123,0.00053680927,0.0025697604],"category_scores_gemma":[0.0005469692,0.00021451047,0.00025911574,0.00036982365,0.00014898133,0.00025007944,0.00033233454,0.0004479382,0.00078414235],"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":[0.00013601972,0.000009864999,0.000096319425,0.00010847831,0.000007881408,0.00007052319,0.000011171399,0.000090860216,0.9957475,0.00014568814,0.00022188618,0.0033538437],"study_design_scores_gemma":[0.0000038284857,0.000038579783,0.00026757058,0.000004038126,0.000005510954,0.00003879969,0.0000082496335,0.0004736329,0.9978656,0.00002086999,0.0012717888,0.0000015463128],"about_ca_topic_score_codex":0.0011403337,"about_ca_topic_score_gemma":0.0020295263,"teacher_disagreement_score":0.0025697604,"about_ca_system_score_codex":0.00034165298,"about_ca_system_score_gemma":0.00021791145,"threshold_uncertainty_score":0.008596718},"labels":[],"label_agreement":null},{"id":"W4254527688","doi":"10.1149/ma2011-01/6/322","title":"Electrochemical Activity and Catalyst Utilization of Low Pt Electrode Prepared by Piezo-Electric Printer","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Electrochemistry; Electrode; Catalysis; Materials science; Chemical engineering; Nanotechnology; Chemistry; Engineering; Organic chemistry; Physical chemistry","score_opus":0.009984033676487779,"score_gpt":0.20766990630236773,"score_spread":0.19768587262587994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254527688","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":[0.96996665,0.0041133054,0.015539767,0.000330476,0.00021147802,0.000047682966,0.0016171813,0.0002799233,0.007893533],"genre_scores_gemma":[0.98698914,0.0010741882,0.0054553407,0.000034695673,0.00001959098,0.000019095445,0.0011539186,0.00004487783,0.0052092373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997528,0.000022829056,0.000021546342,0.00007026294,0.00008960459,0.000042885218],"domain_scores_gemma":[0.99986076,0.00005825953,0.000013144654,0.00001888591,0.000034707795,0.000014292207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021666198,0.000272867,0.00028926038,0.00031896023,0.00018942531,0.00040488443,0.00057032605,0.0005809981,0.0026478951],"category_scores_gemma":[0.0004972239,0.00017235005,0.0001849857,0.00037316204,0.00013952094,0.00033289008,0.000102864775,0.0006064897,0.0007121833],"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":[0.0001112785,0.000019625608,0.00015513065,0.00007573367,0.0000057687075,0.000049687722,0.000013588778,0.0000697354,0.9953875,0.00008798012,0.00011638699,0.0039074724],"study_design_scores_gemma":[0.0000029786686,0.000038673446,0.00041037923,0.0000020010082,0.0000048278575,0.000034411478,0.0000051962083,0.00026317715,0.9987165,0.000014870607,0.00050529884,0.0000016173378],"about_ca_topic_score_codex":0.00076372596,"about_ca_topic_score_gemma":0.0009773471,"teacher_disagreement_score":0.0026478951,"about_ca_system_score_codex":0.00026233084,"about_ca_system_score_gemma":0.00016910718,"threshold_uncertainty_score":0.008858144},"labels":[],"label_agreement":null},{"id":"W4282915999","doi":"10.14447/jnmes.v25i2.a06","title":"Pitting Corrosion and Mechanical Properties of Direct Current and Pulsed Reverse Current Electrodeposited Nickel-Tungsten Coatings","year":2022,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Tungsten; Materials science; Nickel; Metallurgy; Corrosion; Direct current","score_opus":0.013191581367150111,"score_gpt":0.22056090635824316,"score_spread":0.20736932499109303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282915999","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":[0.99696726,0.0007273247,0.0013875935,0.00001895314,0.000023881068,0.000013364699,0.00015232117,0.000026716465,0.00068251166],"genre_scores_gemma":[0.9957683,0.00043360915,0.0020717785,0.000014951848,0.00000603114,0.0000150819,0.00019366217,0.0000140176335,0.0014824773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997054,0.000011170862,0.00002034405,0.000047636786,0.00018652885,0.000028891682],"domain_scores_gemma":[0.99966645,0.00006964049,0.000059143713,0.000033989527,0.00014000751,0.000030774667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020631524,0.00024538772,0.00023693258,0.00025516792,0.00009142754,0.00020035951,0.0003855088,0.00036257366,0.0011603599],"category_scores_gemma":[0.0007934466,0.000262683,0.00024073718,0.00030452502,0.00016490938,0.00024228552,0.00015240547,0.00031193942,0.00018792693],"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":[0.000036208497,0.000006954896,0.00035309623,0.00003890247,0.0000054499146,0.00006178145,0.000025944704,0.00009320922,0.9976307,0.000012889598,0.000021631495,0.0017132808],"study_design_scores_gemma":[0.0000069367416,0.00027324073,0.017848305,0.0000050175286,0.000019029987,0.00023158056,0.000057688794,0.001730247,0.9792741,0.0000133812,0.0005298584,0.000010726288],"about_ca_topic_score_codex":0.00091877376,"about_ca_topic_score_gemma":0.0016488879,"teacher_disagreement_score":0.0011603599,"about_ca_system_score_codex":0.00015146076,"about_ca_system_score_gemma":0.00009253401,"threshold_uncertainty_score":0.0038817525},"labels":[],"label_agreement":null},{"id":"W4283260054","doi":"10.3390/coatings12070878","title":"Synthesis and Characterization of Novel NiW–CeO2 Composite Coating with Enhanced Corrosion and Wear Resistance","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Corrosion; Composite number; Current density; Coating; Metallurgy; Ceramic; Composite material; Void (composites)","score_opus":0.004414781115258125,"score_gpt":0.1760127994103749,"score_spread":0.17159801829511678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283260054","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":[0.9875985,0.0013595169,0.0091051385,0.0000352,0.00003857427,0.000052210497,0.00018163187,0.00011157109,0.0015176252],"genre_scores_gemma":[0.9830872,0.0007473453,0.013210053,0.000022883445,0.000011977581,0.000037526534,0.0002715835,0.00003931851,0.0025721125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988055,0.0000049504724,0.00000974639,0.000030121595,0.000053957967,0.000020582382],"domain_scores_gemma":[0.9998797,0.000010860614,0.000029126499,0.000013319628,0.000047662365,0.000019335619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016007289,0.00035883786,0.0003235074,0.0002938798,0.00012282218,0.00033252282,0.00024621384,0.000290408,0.00033770825],"category_scores_gemma":[0.00022440909,0.00020917408,0.00021566135,0.00024639632,0.00014998678,0.00025576563,0.00014502589,0.00024723218,0.00014769053],"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":[0.000011548821,0.000004857857,0.000046629717,0.000022078453,0.000001960948,0.00002143512,0.0000049760374,0.00003057086,0.9992925,0.000012946568,0.000009031681,0.00054148637],"study_design_scores_gemma":[0.000004448295,0.00004917472,0.0020717126,0.0000013809329,0.0000069537837,0.000082157145,0.000008533525,0.0008802763,0.99606043,0.0000052199675,0.0008250757,0.0000045811075],"about_ca_topic_score_codex":0.00083331333,"about_ca_topic_score_gemma":0.0022500213,"teacher_disagreement_score":0.00083331333,"about_ca_system_score_codex":0.00020642228,"about_ca_system_score_gemma":0.00017262143,"threshold_uncertainty_score":0.0016569495},"labels":[],"label_agreement":null},{"id":"W4283389608","doi":"10.1080/17515831.2022.2075649","title":"Effect of pulse reverse current waveform on tribological and mechanical properties of electrodeposited nickel–tungsten alloys on brass substrate","year":2022,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Tungsten; Materials science; Brass; Nickel; Metallurgy; Substrate (aquarium); Tribology; Composite material; Copper","score_opus":0.01111513570400201,"score_gpt":0.22882140308745497,"score_spread":0.21770626738345294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283389608","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":[0.9979528,0.0004591624,0.0007826281,0.000021610498,0.000021396812,0.000009703527,0.000066446155,0.000042098138,0.0006441359],"genre_scores_gemma":[0.99807787,0.00025482746,0.00082446943,0.00001594538,0.000005719986,0.000008636023,0.00006608609,0.000017916882,0.0007285711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998299,0.00001682999,0.000017823033,0.000040130133,0.000060038972,0.000035229412],"domain_scores_gemma":[0.999653,0.00011507952,0.00006234215,0.00004638083,0.000086998974,0.000036225676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633589,0.00030546336,0.00023933518,0.00017208025,0.000108908134,0.00028282168,0.00025560183,0.00027926444,0.001145938],"category_scores_gemma":[0.0006662678,0.000231926,0.000121663055,0.0002308604,0.00015843712,0.00020124271,0.00012244738,0.00027097165,0.00019085337],"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":[0.0001586011,0.000010588104,0.00019472488,0.00004162786,0.000005450559,0.000095138115,0.000043237065,0.00009599839,0.99761355,0.000018745724,0.000026852038,0.0016953516],"study_design_scores_gemma":[0.0000081498765,0.00021473451,0.003108025,0.000003999063,0.000008816363,0.000068710215,0.000036837322,0.00089849066,0.9953177,0.000005920116,0.00032337167,0.00000522279],"about_ca_topic_score_codex":0.0004690127,"about_ca_topic_score_gemma":0.0009125703,"teacher_disagreement_score":0.001145938,"about_ca_system_score_codex":0.00014427555,"about_ca_system_score_gemma":0.00009572842,"threshold_uncertainty_score":0.0038335323},"labels":[],"label_agreement":null},{"id":"W4285802426","doi":"10.3390/coatings12071011","title":"Effect of hBN on Corrosion and Wear Performances of DC Electrodeposited NiW and NiW–SiC on Brass Substrates","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Metallurgy; Ceramic; Silicon carbide; Corrosion; Boron carbide; Brass; Tungsten carbide; Composite number; Nickel; Tungsten; Wafer; Silicon nitride; Composite material; Silicon; Nanotechnology; Copper","score_opus":0.002671266851335603,"score_gpt":0.19208204097141626,"score_spread":0.18941077412008067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285802426","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":[0.9986519,0.0005412667,0.00028717166,0.000009775085,0.000012696456,0.0000063980574,0.000057839654,0.0000121983185,0.0004207696],"genre_scores_gemma":[0.9979126,0.0004020402,0.00074425514,0.000013917312,0.0000043583486,0.0000069285493,0.0000749619,0.000008543485,0.00083235494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999816,0.000015221421,0.000019709181,0.000040629417,0.00007127054,0.000037265378],"domain_scores_gemma":[0.9997732,0.000044242635,0.00004415109,0.000027371036,0.00007799885,0.000033191674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016203143,0.00030655533,0.00023764637,0.00017710244,0.0001307885,0.00022194862,0.00026162722,0.00020002013,0.0005752698],"category_scores_gemma":[0.00041725574,0.0002204228,0.00017451087,0.00017642842,0.00015586831,0.00017359876,0.00015786588,0.00026721135,0.00011753516],"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":[0.0001260617,0.000010525925,0.00039338705,0.000071144495,0.000010303855,0.000049613125,0.000049214686,0.000114053335,0.9974016,0.000015126964,0.00002304867,0.001735984],"study_design_scores_gemma":[0.00000400089,0.00016693625,0.005033122,0.000005784282,0.000012165881,0.000049544455,0.000042719683,0.0008214728,0.99346536,0.000004391604,0.0003892013,0.000005243715],"about_ca_topic_score_codex":0.0019930254,"about_ca_topic_score_gemma":0.005442787,"teacher_disagreement_score":0.0019930254,"about_ca_system_score_codex":0.000200635,"about_ca_system_score_gemma":0.00010489869,"threshold_uncertainty_score":0.003962815},"labels":[],"label_agreement":null},{"id":"W4292427407","doi":"10.1063/5.0092416","title":"Advancement in engineering materials and the growing concern","year":2022,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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 Manitoba","funders":"","keywords":"Corrosion; Coating; Materials science; Surface engineering; Nightmare; Deposition (geology); Computer science; Construction engineering; Risk analysis (engineering); Manufacturing engineering; Nanotechnology; Metallurgy; Engineering; Business","score_opus":0.008494141432027036,"score_gpt":0.19956758228029825,"score_spread":0.19107344084827121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292427407","genre_codex":"review","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":[0.0038503108,0.7735648,0.0032377262,0.13800892,0.013799096,0.00001758928,0.0001886944,0.00011060351,0.06722217],"genre_scores_gemma":[0.034519218,0.8724235,0.005174089,0.03229518,0.0105279265,0.00003925785,0.00024074761,0.000088687724,0.044691417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980494,0.0003285138,0.00009392898,0.00030633033,0.0010642051,0.00015762296],"domain_scores_gemma":[0.9971276,0.00096349174,0.00024463696,0.00020481768,0.0010670213,0.00039245133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030484523,0.0005291702,0.0006069353,0.0009785822,0.00093365135,0.0031079915,0.0008656968,0.0030452714,0.019106558],"category_scores_gemma":[0.0033925553,0.0002069974,0.00032638598,0.0014439353,0.0022460811,0.004297123,0.0016626638,0.0046460624,0.006604525],"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":[0.00006844691,0.00011728086,0.0011185263,0.0030215192,0.000033363198,0.00036728912,0.00065497664,0.0003846713,0.005448523,0.26626337,0.3039806,0.41854137],"study_design_scores_gemma":[0.0000026303253,0.000030084884,0.00035512593,0.00042452413,0.0000054779503,0.00032333567,0.00024334792,0.000055554803,0.00042853405,0.01875021,0.97937316,0.000008103332],"about_ca_topic_score_codex":0.0006702556,"about_ca_topic_score_gemma":0.0010771552,"teacher_disagreement_score":0.019106558,"about_ca_system_score_codex":0.0014479443,"about_ca_system_score_gemma":0.0021879945,"threshold_uncertainty_score":0.063917816},"labels":[],"label_agreement":null},{"id":"W4292791137","doi":"10.1016/j.inoche.2022.109858","title":"Construction of zinc-cobalt alloy film by supercritical-CO2 electrodeposition pathway: Evaluation of electrochemical robustness","year":2022,"lang":"en","type":"article","venue":"Inorganic Chemistry Communications","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":7,"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":"Department of Mechanical Engineering, University of Alberta; National Taipei University of Technology; Ministry of Science and Technology, Taiwan","keywords":"Supercritical fluid; Alloy; Zinc; Robustness (evolution); Electrochemistry; Cobalt; Materials science; Metallurgy; Chemical engineering; Electrode; Chemistry; Engineering; Organic chemistry","score_opus":0.009463026628660748,"score_gpt":0.2243281287238451,"score_spread":0.21486510209518436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292791137","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":[0.9874236,0.0007913476,0.00897516,0.00010230027,0.00006588921,0.000046284502,0.00041514152,0.00019869722,0.0019814845],"genre_scores_gemma":[0.9889398,0.00045598764,0.0084044915,0.00002006162,0.0000078079765,0.000019638426,0.00030610966,0.00003809409,0.0018080099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997665,0.000014032973,0.000018510687,0.00006382603,0.0000978966,0.000039239367],"domain_scores_gemma":[0.9998574,0.000017645298,0.000024439962,0.000026041973,0.0000531046,0.000021307647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019245839,0.0002894008,0.0003116903,0.00027210815,0.00029442357,0.00045307187,0.0005166417,0.00039899678,0.0006570444],"category_scores_gemma":[0.00038419466,0.00017560051,0.00020069737,0.00037800727,0.0001888394,0.0002468073,0.00019337444,0.00032619626,0.0002763394],"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":[0.000045073673,0.0000070108135,0.00010934029,0.000032677537,0.000003764626,0.00003168484,0.000015956803,0.00003709707,0.99850816,0.000059379065,0.000039645052,0.0011100707],"study_design_scores_gemma":[0.0000021045946,0.00001608912,0.00026169058,6.462937e-7,0.0000037775228,0.000017624327,0.0000053634667,0.0002913962,0.9989254,0.0000047078074,0.00046961778,0.000001508824],"about_ca_topic_score_codex":0.0026419319,"about_ca_topic_score_gemma":0.0046753366,"teacher_disagreement_score":0.0026419319,"about_ca_system_score_codex":0.0003849596,"about_ca_system_score_gemma":0.00032381044,"threshold_uncertainty_score":0.0052530766},"labels":[],"label_agreement":null},{"id":"W4293051154","doi":"10.1039/d2re00216g","title":"Improved experimental method for electroless deposition of iridium using a platinum sublayer to form a catalyst coated membrane","year":2022,"lang":"en","type":"article","venue":"Reaction Chemistry & Engineering","topic":"Electrodeposition and Electroless Coatings","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Iridium; Platinum; Deposition (geology); Catalysis; Materials science; Membrane; Electroless deposition; Chemical engineering; Chemistry; Metallurgy; Geology; Engineering; Metal; Organic chemistry; Biochemistry","score_opus":0.007367254747067064,"score_gpt":0.23854395920589813,"score_spread":0.23117670445883107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293051154","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4045524,0.0062515866,0.5671066,0.0009290417,0.00088591094,0.0014998951,0.0024098163,0.0030224717,0.013342232],"genre_scores_gemma":[0.5987682,0.0048193373,0.38195366,0.00025248656,0.00011116059,0.0015471929,0.0019231269,0.00019325482,0.010431612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994593,0.000053669297,0.00006000562,0.00014051015,0.00023603055,0.00005041067],"domain_scores_gemma":[0.9997583,0.000039595518,0.000038986404,0.000074703246,0.00007021135,0.000018210212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045222792,0.0006857027,0.00044853572,0.0005192623,0.0004784229,0.00025152613,0.0011614951,0.0008915799,0.00280611],"category_scores_gemma":[0.00036815138,0.0005767343,0.0003739357,0.00048076696,0.00022909262,0.00054979406,0.00037354734,0.0015054524,0.0015709776],"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":[0.000018309092,0.000024970705,0.000035525507,0.00016716731,0.000006446192,0.00007340264,0.000020768533,0.00005484559,0.9966085,0.00027971235,0.00019241922,0.0025180082],"study_design_scores_gemma":[0.000012288034,0.00008751625,0.00032717924,0.0000061358332,0.000008696643,0.00037814,0.0000093742665,0.0006745688,0.99422616,0.000053664808,0.0042015933,0.000014681332],"about_ca_topic_score_codex":0.00054867216,"about_ca_topic_score_gemma":0.000984701,"teacher_disagreement_score":0.00280611,"about_ca_system_score_codex":0.00031527245,"about_ca_system_score_gemma":0.00047918668,"threshold_uncertainty_score":0.009387314},"labels":[],"label_agreement":null},{"id":"W4302064836","doi":"","title":"American Association of Electrodiagnostic Medicine Meeting. Toronto, Canada, 9-13 october 2002. Abstracts.","year":2003,"lang":"en","type":"other","venue":"PubMed","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Association (psychology); Family medicine; Library science; Gerontology; Psychology; Computer science","score_opus":0.002683593976483314,"score_gpt":0.16476324686703708,"score_spread":0.16207965289055376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302064836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003110321,0.28680733,0.005191673,0.016663305,0.025145631,0.0004084262,0.042731453,0.0021275417,0.61781436],"genre_scores_gemma":[0.0059429556,0.106886655,0.0017706213,0.00092428544,0.0020797017,0.00011099858,0.010620012,0.00026792186,0.8713968],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994672,0.000047528065,0.00005428683,0.000063303494,0.0002897332,0.00007792436],"domain_scores_gemma":[0.9974431,0.00016498148,0.00009594794,0.00005624331,0.0019107384,0.0003289564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008616372,0.001822986,0.0014152365,0.0031861402,0.0011762107,0.0027571465,0.001109928,0.0015128612,0.23686388],"category_scores_gemma":[0.0018397692,0.00051091594,0.0006105248,0.0035320392,0.0006055526,0.0010517004,0.0007430363,0.0015637275,0.16888943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013075682,0.000024319466,0.00027862086,0.0003828966,0.00001542317,0.00008953669,0.000018497094,0.00006421935,0.0005006729,0.00022218082,0.9338926,0.064380325],"study_design_scores_gemma":[0.000043888056,0.000039989274,0.0054232525,0.0005108454,0.000038594357,0.0003438598,0.00006399715,0.000101173304,0.00039796866,0.00031607266,0.9927021,0.000018184579],"about_ca_topic_score_codex":0.13469963,"about_ca_topic_score_gemma":0.3726664,"teacher_disagreement_score":0.23686388,"about_ca_system_score_codex":0.0038194077,"about_ca_system_score_gemma":0.006126305,"threshold_uncertainty_score":0.7923886},"labels":[],"label_agreement":null},{"id":"W4308118420","doi":"10.3390/solids3040039","title":"Effect of Coating Thickness on Wear Behaviour of Monolithic Ni-P and Ni-P-NiTi Composite Coatings","year":2022,"lang":"en","type":"article","venue":"Solids","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"BC Innovation Council; National Research Council Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Coating; Nickel titanium; Composite material; Composite number; Toughness; Tribology; Corrosion; Metallurgy; Shape-memory alloy","score_opus":0.004489820165873276,"score_gpt":0.21853259577688783,"score_spread":0.21404277561101456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308118420","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":[0.9944924,0.0030771699,0.0009270628,0.000033063243,0.00007791772,0.000028643015,0.00019620053,0.000060856357,0.0011067009],"genre_scores_gemma":[0.99512357,0.0012680752,0.0022358194,0.00003429543,0.000012286158,0.0000255789,0.0001684025,0.000028843371,0.0011031317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966025,0.000027291784,0.000046324403,0.000064726104,0.00014923471,0.000052223993],"domain_scores_gemma":[0.9989706,0.00035021757,0.00016847928,0.00008747794,0.0003580864,0.00006504542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038313176,0.0004903514,0.00034428635,0.0004050564,0.0001992764,0.00033113622,0.00026841526,0.00035913166,0.0008932298],"category_scores_gemma":[0.0011933504,0.00038890104,0.00031656394,0.00028821075,0.00017613714,0.0003667787,0.00017185234,0.0005362705,0.00018613647],"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":[0.0001921566,0.000028929002,0.0007295362,0.00016615912,0.000021154074,0.00007587763,0.00007232868,0.00026218046,0.99547994,0.000015165268,0.0000638643,0.0028927543],"study_design_scores_gemma":[0.000008333048,0.0005742597,0.011677425,0.000026471593,0.00006669012,0.000108172164,0.0001033638,0.0015572996,0.9848044,0.000012279678,0.0010430616,0.000018317915],"about_ca_topic_score_codex":0.0013861563,"about_ca_topic_score_gemma":0.0030629288,"teacher_disagreement_score":0.0013861563,"about_ca_system_score_codex":0.00017843048,"about_ca_system_score_gemma":0.00013069226,"threshold_uncertainty_score":0.0029881597},"labels":[],"label_agreement":null},{"id":"W4312631264","doi":"10.2139/ssrn.4303138","title":"Magnetic Properties of Nickel Electrodeposited on Porous Gan Substrates with Infiltrated and Laminated Connectivity","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Electrodeposition and Electroless Coatings","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":"Trinity College","funders":"Engineering and Physical Sciences Research Council","keywords":"Nickel; Porosity; Materials science; Porous medium; Composite material; Metallurgy","score_opus":0.003986366826988102,"score_gpt":0.1636826466699454,"score_spread":0.15969627984295728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312631264","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":[0.99730265,0.00026668282,0.0003008581,0.000027160404,0.000019902403,0.0000033475847,0.00011405518,0.000044002645,0.0019213107],"genre_scores_gemma":[0.9984168,0.00006592488,0.00020949786,0.000008678907,0.00000462672,0.0000021843534,0.000103163744,0.000008108454,0.0011810379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998909,0.0000107653805,0.0000058698724,0.000025466506,0.000035978457,0.000030959636],"domain_scores_gemma":[0.9998406,0.00003703872,0.00003524918,0.00002249082,0.000044734566,0.000019800835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101215795,0.0001471708,0.00015674185,0.000146583,0.00013680865,0.000263983,0.00031149303,0.00022634694,0.0014475473],"category_scores_gemma":[0.00031981678,0.000101244754,0.00011163478,0.00018247357,0.00016350679,0.00017503915,0.00011460877,0.00021821189,0.00026831037],"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":[0.00033492155,0.000016825757,0.0004737718,0.00006654222,0.000009037808,0.00011238079,0.000064919426,0.00020156156,0.9969529,0.00008283888,0.00013671725,0.00154762],"study_design_scores_gemma":[0.0000070681103,0.00019344049,0.0054825884,0.000005796508,0.00001174667,0.00006352734,0.00006261674,0.0014152435,0.9919619,0.000013562019,0.0007777696,0.00000477001],"about_ca_topic_score_codex":0.0015063701,"about_ca_topic_score_gemma":0.0027415284,"teacher_disagreement_score":0.0015063701,"about_ca_system_score_codex":0.00022167453,"about_ca_system_score_gemma":0.00009002953,"threshold_uncertainty_score":0.0048425794},"labels":[],"label_agreement":null},{"id":"W4319594905","doi":"10.3390/cmd4010008","title":"Erosion–Corrosion of Novel Electroless Ni-P-NiTi Composite Coating","year":2023,"lang":"en","type":"article","venue":"Corrosion and Materials Degradation","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Innovation Council; National Research Council Canada; Dalhousie University","funders":"National Research Council Canada","keywords":"Materials science; Corrosion; Metallurgy; Coating; Nickel titanium; Erosion corrosion; Composite number; Erosion; Toughness; Composite material; Shape-memory alloy","score_opus":0.014665901839200992,"score_gpt":0.22764981786515806,"score_spread":0.21298391602595707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319594905","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":[0.993779,0.0008456453,0.0036163111,0.000026347137,0.000037066937,0.00001863672,0.000092054426,0.000072243805,0.0015126311],"genre_scores_gemma":[0.9909046,0.00053958694,0.005822805,0.000016334192,0.0000061462347,0.000014048412,0.00014465324,0.000018525609,0.0025333487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997918,0.00001060498,0.000014746364,0.000047895872,0.00010613839,0.000028784278],"domain_scores_gemma":[0.9998543,0.000014594836,0.000035750345,0.000014915716,0.00006296302,0.000017468266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648333,0.00033375158,0.00024084991,0.00019246664,0.00012608756,0.00021549343,0.0003893935,0.00031251184,0.0004231762],"category_scores_gemma":[0.00023381592,0.00019847164,0.00019763921,0.00018008724,0.00012239498,0.00022886471,0.00016439067,0.00039364572,0.00017675204],"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":[0.000023997827,0.000008014804,0.00008211982,0.000035946487,0.0000023820444,0.000044540557,0.000010160118,0.00008205234,0.99850804,0.000012565662,0.000023042134,0.0011670238],"study_design_scores_gemma":[0.0000022956585,0.00011503054,0.0023532105,0.0000029334715,0.000008041811,0.00009570924,0.000013066873,0.0012403333,0.99550277,0.000004078564,0.0006585561,0.0000040249083],"about_ca_topic_score_codex":0.0007260332,"about_ca_topic_score_gemma":0.0019218761,"teacher_disagreement_score":0.0007260332,"about_ca_system_score_codex":0.00020052273,"about_ca_system_score_gemma":0.00010286467,"threshold_uncertainty_score":0.0014548898},"labels":[],"label_agreement":null},{"id":"W4322754308","doi":"10.1021/acs.jpcc.2c08910","title":"Synthesis of Controllable Cu Shells on Au Nanoparticles with Electrodeposition: A Systematic <i>in Situ</i> Single Particle Study","year":2023,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":9,"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":"Fonds de recherche du Québec – Nature et technologies; H2020 European Research Council; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleation; Nanoparticle; Materials science; Bimetallic strip; Surface plasmon resonance; Particle (ecology); Analytical Chemistry (journal); Chemical engineering; Deposition (geology); Electrochemistry; Plasmon; Homogeneity (statistics); Scanning electron microscope; Metal; Nanotechnology; Electrode; Chemistry; Optoelectronics; Physical chemistry; Metallurgy; Composite material","score_opus":0.005857360707562737,"score_gpt":0.19903929439426035,"score_spread":0.19318193368669762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322754308","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":[0.954894,0.0012287692,0.040179852,0.00008477845,0.00004299871,0.00018484445,0.00023082737,0.00041613926,0.0027377806],"genre_scores_gemma":[0.9607363,0.0006565853,0.03630175,0.000037513404,0.000009981536,0.000067492394,0.00013726662,0.000110782705,0.0019423604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977344,0.000027868808,0.000021558524,0.0000822784,0.00006782776,0.000027067332],"domain_scores_gemma":[0.9997702,0.00004873475,0.00005977545,0.00004763306,0.000054504802,0.000019149744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002960652,0.00044451767,0.00036690998,0.00022355402,0.00025227066,0.00036891797,0.00032961523,0.00038795604,0.00039437308],"category_scores_gemma":[0.00036696423,0.00036559053,0.00022070631,0.00016151083,0.00032481903,0.00024373614,0.00026561294,0.00031319394,0.00023600346],"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":[0.000008708755,0.0000067047945,0.000023696975,0.000029582545,0.0000026056794,0.000020631334,0.00002035,0.000057849153,0.9989969,0.000031924617,0.0000150108035,0.00078596815],"study_design_scores_gemma":[0.0000012238924,0.000022595732,0.000156889,8.592373e-7,0.0000024732974,0.000028273798,0.0000036133865,0.00043015284,0.99911886,0.0000051832676,0.00022841456,0.0000014428239],"about_ca_topic_score_codex":0.0007175263,"about_ca_topic_score_gemma":0.0011920263,"teacher_disagreement_score":0.0007175263,"about_ca_system_score_codex":0.00036455254,"about_ca_system_score_gemma":0.00014997134,"threshold_uncertainty_score":0.0026450753},"labels":[],"label_agreement":null},{"id":"W4323543661","doi":"10.21203/rs.3.rs-2649334/v1","title":"Corrosion and catalytic properties of electrodeposited nanocrystalline molybdenum","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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 British Columbia","funders":"","keywords":"Passivation; Nanocrystalline material; Molybdenum; Materials science; Electrochemistry; Coating; Corrosion; Microstructure; Chromium; Metallurgy; Chemical engineering; Metal; Electrode; Composite material; Nanotechnology; Chemistry; Physical chemistry","score_opus":0.047691598345915874,"score_gpt":0.3046827412248328,"score_spread":0.25699114287891694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323543661","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":[0.9974051,0.00076488935,0.0009563784,0.000023388196,0.000014456674,0.000004958395,0.00020140142,0.0000388223,0.0005906335],"genre_scores_gemma":[0.9979467,0.00022177772,0.00077050086,0.000008932658,0.0000029752234,0.0000035130597,0.00014508741,0.000015174152,0.00088539347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998386,0.000010521649,0.000009951803,0.000041306866,0.000071236536,0.000028406042],"domain_scores_gemma":[0.99984896,0.000027889711,0.00003620411,0.000016924083,0.00005603313,0.000014002165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012507784,0.00025977127,0.00024397981,0.00018355709,0.00009946012,0.00028336848,0.0003318954,0.00034335646,0.0006672702],"category_scores_gemma":[0.00038669363,0.00013763875,0.00020848852,0.00020918464,0.00013304295,0.00015584381,0.00012640211,0.00025387472,0.00024071516],"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":[0.000056404428,0.0000106911975,0.00023938356,0.000022678056,0.000006068062,0.000029854578,0.000011723286,0.00008382583,0.99862003,0.000016211401,0.000030513862,0.0008724965],"study_design_scores_gemma":[0.0000032011603,0.00009158725,0.002194749,0.000003149755,0.0000071869185,0.000033674663,0.000012080925,0.0012286021,0.9961132,0.0000063190805,0.00030405747,0.0000021310702],"about_ca_topic_score_codex":0.0025534604,"about_ca_topic_score_gemma":0.0020882506,"teacher_disagreement_score":0.0025534604,"about_ca_system_score_codex":0.0003494901,"about_ca_system_score_gemma":0.00008998567,"threshold_uncertainty_score":0.0050771832},"labels":[],"label_agreement":null},{"id":"W4324055461","doi":"10.1080/00084433.2023.2187200","title":"Highly corrosion and wear-resistant NiW–SiC–CeO <sub>2</sub> composite coating","year":2023,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Corrosion; Composite number; Ceramic; Current density; Metallurgy; Coating; Composite material; Void (composites)","score_opus":0.005346209962586948,"score_gpt":0.18206452254205258,"score_spread":0.17671831257946563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324055461","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":[0.99513197,0.00059339777,0.0023682844,0.00001548624,0.000023386758,0.000022481603,0.00007552283,0.00007805279,0.0016915279],"genre_scores_gemma":[0.99374396,0.00033049536,0.003940041,0.000012175781,0.0000059614613,0.000010716089,0.0001089565,0.00002252956,0.0018252496],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998197,0.0000070961637,0.000009601365,0.000038042715,0.000096094955,0.000029518102],"domain_scores_gemma":[0.999782,0.000016538814,0.00004456316,0.000028198043,0.00009818244,0.000030468253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014875463,0.00031128936,0.00033019585,0.00028714276,0.000147273,0.00035335607,0.00027649433,0.00024531476,0.00045323322],"category_scores_gemma":[0.0002620531,0.00022417578,0.00017141081,0.00025590102,0.0001903104,0.00020252298,0.00018233655,0.00028079827,0.00017128009],"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":[0.000026056194,0.000004473715,0.0001883403,0.00002432782,0.000003232493,0.000037432106,0.000007538038,0.0000365622,0.99886763,0.00001783448,0.00002283618,0.0007636812],"study_design_scores_gemma":[0.000005698154,0.00008829536,0.007442632,0.000002698516,0.000013522723,0.00018295136,0.000021830345,0.000809507,0.9904356,0.0000060339157,0.0009862537,0.000004959124],"about_ca_topic_score_codex":0.0012820043,"about_ca_topic_score_gemma":0.004596889,"teacher_disagreement_score":0.0012820043,"about_ca_system_score_codex":0.0002212965,"about_ca_system_score_gemma":0.00019672098,"threshold_uncertainty_score":0.0025490522},"labels":[],"label_agreement":null},{"id":"W4378224057","doi":"10.3390/ma16113949","title":"Novel Ni-P-Tribaloy Composite Protective Coating","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Electrodeposition and Electroless Coatings","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":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Toughness; Coating; Fracture toughness; Composite number; Brittleness; Indentation; Tribology; Corrosion; Indentation hardness; Microstructure","score_opus":0.01038235272860591,"score_gpt":0.21618525332614952,"score_spread":0.2058029005975436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378224057","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":[0.9683851,0.0050446074,0.019335745,0.00011146881,0.000186893,0.0001108365,0.00019736445,0.00052717805,0.0061007976],"genre_scores_gemma":[0.9799423,0.0017338626,0.012944319,0.00005409835,0.000019356898,0.000038130667,0.00013594385,0.000044103537,0.0050878646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982315,0.000004663906,0.000008596704,0.000045770736,0.00008391681,0.000034008248],"domain_scores_gemma":[0.99987173,0.000009721518,0.0000370136,0.0000110273595,0.0000467993,0.000023537443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006731841,0.00053761166,0.00034757835,0.00033858314,0.00017798002,0.00032574468,0.00052482163,0.0004724976,0.00055050617],"category_scores_gemma":[0.00015770626,0.00028132024,0.00024871147,0.00021200742,0.00013885138,0.00028383872,0.00026669187,0.00031646257,0.00028103127],"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":[0.000013024276,0.0000053095573,0.0000645556,0.00005227532,0.000005308874,0.00008673983,0.000009397026,0.000049649858,0.9981248,0.000031664942,0.00004608286,0.0015111638],"study_design_scores_gemma":[0.0000065638264,0.0000830079,0.0017289431,0.0000048979964,0.000016076645,0.00034358504,0.000013923849,0.0012415879,0.99405944,0.000008435244,0.0024850713,0.000008525712],"about_ca_topic_score_codex":0.0011974176,"about_ca_topic_score_gemma":0.0023407147,"teacher_disagreement_score":0.0011974176,"about_ca_system_score_codex":0.0002078833,"about_ca_system_score_gemma":0.00015989013,"threshold_uncertainty_score":0.002380848},"labels":[],"label_agreement":null},{"id":"W4380884644","doi":"10.1016/j.surfcoat.2023.129722","title":"Thermal evolution, phase composition and fracture toughness of electroless Ni-P, Ni-W-P and Ni-Mo-W-P films for solderable surfaces on copper","year":2023,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Electrodeposition and Electroless Coatings","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":"Mount Allison University","funders":"","keywords":"Materials science; Fracture toughness; Indentation; Annealing (glass); Composite material; Copper; Crystallite; Metallurgy; Ultimate tensile strength; Amorphous solid; Austenite; Microstructure; Crystallography","score_opus":0.005444360977945862,"score_gpt":0.23031769826345955,"score_spread":0.22487333728551367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380884644","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":[0.998874,0.00021753191,0.00026507952,0.00001225097,0.00000751977,0.000003946104,0.00010770716,0.000013464081,0.00049849733],"genre_scores_gemma":[0.9988403,0.00009563686,0.00024487657,0.000004507798,0.0000020847651,0.000005580489,0.00009746417,0.00000916335,0.00070040254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998573,0.000011153972,0.000008531624,0.000030364115,0.000059551454,0.00003303562],"domain_scores_gemma":[0.9997985,0.000053199903,0.000038444734,0.000014579192,0.000080536876,0.000014658688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013711634,0.0001622516,0.00013874444,0.00030494397,0.00020735554,0.00023119873,0.0002136059,0.00023109581,0.0016244999],"category_scores_gemma":[0.00047305596,0.00020936404,0.00011973323,0.00025971924,0.00018816612,0.00023973783,0.00009568334,0.00023565,0.00014552138],"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":[0.0001975348,0.000011213277,0.0006823802,0.0000322352,0.0000057830753,0.000057598787,0.000056088305,0.00028650832,0.9972331,0.000052919622,0.00006639734,0.0013181884],"study_design_scores_gemma":[0.0000044028434,0.0001486811,0.009637734,0.000005060692,0.000008365789,0.000039305338,0.00007129056,0.0022889234,0.9874128,0.000017271084,0.0003602225,0.000006010482],"about_ca_topic_score_codex":0.0029166916,"about_ca_topic_score_gemma":0.00447768,"teacher_disagreement_score":0.0029166916,"about_ca_system_score_codex":0.00035898393,"about_ca_system_score_gemma":0.00013597902,"threshold_uncertainty_score":0.0057994127},"labels":[],"label_agreement":null},{"id":"W4386884876","doi":"10.3390/coatings13091647","title":"Low-Stress Abrasion of Novel Ni-P-Tribaloy Composite Coating","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"BC Innovation Council; National Research Council Canada; Dalhousie University","funders":"","keywords":"Materials science; Coating; Abrasion (mechanical); Abrasive; Composite number; Composite material; Particle (ecology); Metallurgy; Toughness; Alloy","score_opus":0.010007786563679818,"score_gpt":0.2239506909152997,"score_spread":0.2139429043516199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386884876","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":[0.9952826,0.00080135657,0.002816516,0.000016798978,0.00004003022,0.000018880755,0.000049243932,0.0000739562,0.00090068864],"genre_scores_gemma":[0.9951061,0.000298403,0.0030585895,0.000012002014,0.0000051783077,0.00001274958,0.00006486452,0.000020610312,0.0014215274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997553,0.000010006532,0.000014972811,0.00005094352,0.00012896671,0.000039759278],"domain_scores_gemma":[0.99975556,0.000020703059,0.00005767321,0.000028505363,0.000107272615,0.000030280753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014704524,0.00029366024,0.0002809975,0.00037153543,0.00018084074,0.00028483578,0.00038598743,0.00038065072,0.0004373523],"category_scores_gemma":[0.0002997289,0.00018398199,0.00024228595,0.00019515317,0.0001398146,0.0001941517,0.00017753273,0.00028848732,0.00018828241],"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":[0.00003042106,0.0000070499655,0.0001860043,0.000043862678,0.000005005614,0.000112080896,0.000017357284,0.0000875741,0.99818593,0.000011502482,0.000021851703,0.0012912439],"study_design_scores_gemma":[0.000005738292,0.00019686819,0.007945964,0.0000045984116,0.000013848667,0.00028522278,0.000036895242,0.0016512026,0.9888994,0.0000073401716,0.00094428577,0.000008707165],"about_ca_topic_score_codex":0.0010131622,"about_ca_topic_score_gemma":0.0021553915,"teacher_disagreement_score":0.0010131622,"about_ca_system_score_codex":0.00017016518,"about_ca_system_score_gemma":0.00009612276,"threshold_uncertainty_score":0.0020145178},"labels":[],"label_agreement":null},{"id":"W4389584965","doi":"10.17118/11143/21069","title":"Effect of anode material on hydrogen diffusion into the substrate duringZn-Ni electroplating process","year":2023,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada); Concordia University","funders":"","keywords":"Electroplating; Anode; Materials science; Substrate (aquarium); Diffusion; Hydrogen; Metallurgy; Diffusion process; Zinc; Process (computing); Electrode; Composite material; Layer (electronics); Chemistry; Computer science; Thermodynamics; Innovation diffusion","score_opus":0.0024606248399129055,"score_gpt":0.20960127973353815,"score_spread":0.20714065489362524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584965","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":[0.99657464,0.0014914114,0.0006424205,0.000044339107,0.00004091595,0.000015171987,0.00015062283,0.000044456225,0.0009961525],"genre_scores_gemma":[0.9972904,0.0008606473,0.0009977943,0.000020484493,0.0000063423754,0.000009224442,0.000077488956,0.000020119998,0.0007175903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976665,0.000030314433,0.00002437862,0.00006499341,0.00006842188,0.000045165572],"domain_scores_gemma":[0.9996617,0.00015172212,0.00006304737,0.00003277462,0.00006860267,0.00002213758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021565211,0.0003666142,0.00040845058,0.00016629166,0.00022137142,0.00047803423,0.0003750226,0.00043287344,0.0009877901],"category_scores_gemma":[0.00064646633,0.00025681587,0.00016385422,0.00026773082,0.00017631506,0.0003701824,0.00020165839,0.00038125718,0.00023846896],"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":[0.00027246363,0.000021540114,0.00045394973,0.00016426074,0.000010617183,0.00014354347,0.000092052505,0.00014643492,0.9957391,0.00003360313,0.00004674159,0.0028757937],"study_design_scores_gemma":[0.0000037256068,0.00017230015,0.00177869,0.0000072832277,0.0000119323595,0.00003508427,0.000043291573,0.00038179278,0.99715793,0.0000059698655,0.00039823574,0.0000038030391],"about_ca_topic_score_codex":0.0008649634,"about_ca_topic_score_gemma":0.0019113609,"teacher_disagreement_score":0.0009877901,"about_ca_system_score_codex":0.00025906882,"about_ca_system_score_gemma":0.0001348929,"threshold_uncertainty_score":0.003304541},"labels":[],"label_agreement":null},{"id":"W4391234030","doi":"10.1016/j.micron.2024.103593","title":"Dimple Grinding Coupled with Optical Microscopy for Porosity Analysis of Metallic Coatings","year":2024,"lang":"en","type":"article","venue":"Micron","topic":"Electrodeposition and Electroless Coatings","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":"ZincNyx Energy Solutions (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Porosity; Dimple; Coating; Grinding; Transmission electron microscopy; Scanning electron microscope; Composite material; Optical microscope; Sputtering; Focused ion beam; Metallurgy; Thin film; Nanotechnology; Ion; Chemistry","score_opus":0.006077828036180015,"score_gpt":0.23695337622552726,"score_spread":0.23087554818934725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391234030","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":[0.40264073,0.003506691,0.584457,0.00015120543,0.00014491806,0.00016365443,0.0007298368,0.0018156776,0.0063903024],"genre_scores_gemma":[0.49617645,0.0024407704,0.496574,0.000079559984,0.000036091842,0.000169815,0.00046980433,0.00019680499,0.0038567695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951863,0.000040344352,0.000023115288,0.00010919748,0.0002724539,0.000036206235],"domain_scores_gemma":[0.9992681,0.0003377399,0.00011542819,0.000108944834,0.00013624002,0.000033548557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052962435,0.00048130986,0.00026864544,0.001587578,0.00040463652,0.00047158575,0.00050652825,0.00045437153,0.0029037278],"category_scores_gemma":[0.0006956112,0.00040150993,0.000177737,0.00082264654,0.0005300084,0.00059178646,0.0004620833,0.00094356615,0.000362787],"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":[0.000017294142,0.000009988388,0.0002778539,0.00007360149,0.0000044322023,0.000030170955,0.000033423123,0.00010683829,0.9904373,0.00031017693,0.000078495636,0.00862037],"study_design_scores_gemma":[0.000008108941,0.00006814677,0.008067766,0.000011834738,0.000011585431,0.00049346505,0.00004748509,0.0048802076,0.9826266,0.00033682233,0.0034304801,0.000017525388],"about_ca_topic_score_codex":0.00076960976,"about_ca_topic_score_gemma":0.0028397536,"teacher_disagreement_score":0.0029037278,"about_ca_system_score_codex":0.00043382045,"about_ca_system_score_gemma":0.00032832092,"threshold_uncertainty_score":0.009713948},"labels":[],"label_agreement":null},{"id":"W4391973300","doi":"10.1063/5.0188631","title":"Theoretical analysis of dendrite formation generated in an electroosmotic flow with variable shape microelectrodes","year":2024,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Electrodeposition and Electroless Coatings","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":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Physics; Microelectrode; Dendrite (mathematics); Mechanics; Flow (mathematics); Variable (mathematics); Electrode; Geometry; Mathematical analysis","score_opus":0.0048626069796887245,"score_gpt":0.2083750697051252,"score_spread":0.2035124627254365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391973300","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":[0.33159631,0.0016167352,0.60474384,0.0007957447,0.00017994751,0.00012214552,0.00020271692,0.00031953832,0.060422998],"genre_scores_gemma":[0.9686036,0.0006751297,0.022701688,0.00008855238,0.000030275989,0.00007969871,0.00004307384,0.000037842387,0.007740234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999913,0.000011700665,0.000002584224,0.0000128420415,0.000041291467,0.000018591209],"domain_scores_gemma":[0.99982303,0.00008372288,0.000022178327,0.000011979323,0.000045308334,0.0000138671585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021990787,0.00027745,0.00028320483,0.00048193077,0.00032345715,0.00046502307,0.0006854267,0.0007791132,0.002040173],"category_scores_gemma":[0.0006774447,0.00016384764,0.00045820107,0.00018180217,0.00051449344,0.00047727913,0.00030479662,0.00031791013,0.0002732703],"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":[0.00011378566,0.00010205665,0.0011762852,0.0004497303,0.000039424584,0.0010423233,0.0002235672,0.52776766,0.1684391,0.2848719,0.0010870368,0.014687188],"study_design_scores_gemma":[0.000010051146,0.000031642736,0.0003721227,0.000010576342,0.000008043156,0.00013861015,0.000029296918,0.9794733,0.009149051,0.00971483,0.0010516169,0.00001077946],"about_ca_topic_score_codex":0.0012277839,"about_ca_topic_score_gemma":0.0006785299,"teacher_disagreement_score":0.002040173,"about_ca_system_score_codex":0.0006937803,"about_ca_system_score_gemma":0.00045024304,"threshold_uncertainty_score":0.0068250895},"labels":[],"label_agreement":null},{"id":"W4392482564","doi":"10.31399/asm.cp.itsc2013p0475","title":"Electro-Catalytically Active Porous Nickel-Based Electrode Coatings Formed by Atmospheric and by Suspension Plasma Spraying","year":2013,"lang":"en","type":"article","venue":"Thermal spray","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"National Research Council Canada; Concordia University","funders":"","keywords":"Materials science; Suspension (topology); Nickel; Porosity; Electrode; Atmospheric-pressure plasma; Microstructure; Plasma; Electrochemistry; Cyclic voltammetry; Metallurgy; Capacitance; Taguchi methods; Hydrogen; Composite material; Chemical engineering; Chemistry","score_opus":0.002746508224166806,"score_gpt":0.17666499408060263,"score_spread":0.17391848585643582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392482564","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":[0.9887588,0.00089575566,0.008589968,0.00003193291,0.000033547876,0.000027100592,0.000061298175,0.00007792969,0.001523593],"genre_scores_gemma":[0.99173486,0.00036107644,0.006835003,0.000015549242,0.000009368969,0.000013582587,0.000071891634,0.000017839318,0.00094093836],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978703,0.000016358703,0.000013391512,0.00004694145,0.0001030722,0.000033192362],"domain_scores_gemma":[0.99988735,0.000024935109,0.00003080179,0.000013756141,0.000028830545,0.000014323043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019477821,0.00023309384,0.00028980226,0.00014177604,0.00010923867,0.00031413054,0.00039015524,0.0002564024,0.0005518613],"category_scores_gemma":[0.00028949298,0.00019732684,0.00031900677,0.00014127267,0.0002340778,0.0003045523,0.00025512217,0.000300054,0.00017639193],"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":[0.000016738104,0.0000040778577,0.000040373834,0.000020238414,0.0000022435352,0.0000131245515,0.000008116054,0.00002948395,0.99893254,0.000019690302,0.000009240292,0.0009040805],"study_design_scores_gemma":[0.0000038781723,0.000049354316,0.00062552735,0.0000010015273,0.0000045564666,0.00004427718,0.0000060010316,0.00042675447,0.9984882,0.000008163964,0.00034060067,0.0000016499076],"about_ca_topic_score_codex":0.0005394727,"about_ca_topic_score_gemma":0.001059942,"teacher_disagreement_score":0.0005518613,"about_ca_system_score_codex":0.00021186678,"about_ca_system_score_gemma":0.0001674666,"threshold_uncertainty_score":0.0018461347},"labels":[],"label_agreement":null},{"id":"W4399423591","doi":"10.1007/s10800-024-02144-6","title":"The corrosion behavior of electroless Ni–P coatings in concentrated KOH electrolyte","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ZincNyx Energy Solutions (Canada); University of Alberta","funders":"","keywords":"Electrolyte; Corrosion; Electrochemistry; Materials science; Metallurgy; Chemical engineering; Inorganic chemistry; Chemistry; Electrode","score_opus":0.002520694681724746,"score_gpt":0.19917703683035992,"score_spread":0.19665634214863517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399423591","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":[0.9951467,0.0012100386,0.0014069092,0.00006213337,0.00006699856,0.0000122096435,0.0002562289,0.000050996074,0.0017877354],"genre_scores_gemma":[0.9964803,0.00042660197,0.0011815226,0.000020513307,0.000008784363,0.0000065376407,0.00026544963,0.000009744438,0.0016006152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996061,0.000032572883,0.00003525641,0.00007881656,0.0001759495,0.000071327915],"domain_scores_gemma":[0.99966896,0.00006779241,0.000042520453,0.000044279004,0.00015199855,0.000024487377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023889472,0.00034246416,0.00024792145,0.00020988389,0.0001975908,0.0003012935,0.0006193612,0.0005668476,0.0011620201],"category_scores_gemma":[0.00071669184,0.00021883842,0.0002307693,0.00026018717,0.0002753681,0.00043756355,0.00016965097,0.00064657535,0.00028200072],"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":[0.0002594416,0.000023540262,0.00030000586,0.00009060762,0.000015290969,0.00010526386,0.000062784806,0.00014485962,0.9963238,0.000051668972,0.00009349647,0.0025292654],"study_design_scores_gemma":[0.0000068513777,0.0002122393,0.0035900641,0.000010747403,0.000013721567,0.000101981546,0.000065280634,0.0014531753,0.9938858,0.000017064669,0.0006355371,0.000007433129],"about_ca_topic_score_codex":0.0027604694,"about_ca_topic_score_gemma":0.0032782522,"teacher_disagreement_score":0.0027604694,"about_ca_system_score_codex":0.00031149838,"about_ca_system_score_gemma":0.00020882374,"threshold_uncertainty_score":0.005488813},"labels":[],"label_agreement":null},{"id":"W4402438681","doi":"10.11159/mmme24.119","title":"Synergistic Effect of Corrosion and Wear for 6061 Aluminum alloy Electroless-plated with Ni-P and Ni-P-SiC layers","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hsinchu Science Park Bureau, Ministry of Science and Technology, Taiwan; National Science and Technology Council; Ministry of Science and Technology, Taiwan","keywords":"Materials science; Corrosion; Alloy; Metallurgy; Aluminium","score_opus":0.0023660847945027614,"score_gpt":0.1814080110750079,"score_spread":0.17904192628050514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402438681","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":[0.9976439,0.0010843462,0.0005334726,0.000013329383,0.00002382723,0.0000106648795,0.000032017393,0.000037650945,0.00062081224],"genre_scores_gemma":[0.996218,0.0005195121,0.0011306615,0.000021534184,0.000011013069,0.000010199304,0.00007787864,0.000011521263,0.001999639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980086,0.000016554905,0.000019933104,0.00003353777,0.00008960121,0.000039522805],"domain_scores_gemma":[0.99985075,0.000022770233,0.000022956132,0.000020424737,0.0000564956,0.000026590196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011444168,0.0004299511,0.0004668874,0.00022380716,0.0001241903,0.00022999279,0.000267043,0.00029388568,0.00089396595],"category_scores_gemma":[0.000190543,0.0003227819,0.0004302241,0.00010678355,0.00013007423,0.00017013712,0.00030482796,0.00022981415,0.0002744259],"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":[0.0001258993,0.000015224906,0.00028164347,0.00006115961,0.000013366496,0.000056997244,0.00001576697,0.000059944316,0.9976787,0.000007669478,0.00001803167,0.0016656853],"study_design_scores_gemma":[0.000009004233,0.00063789147,0.006011924,0.000006539378,0.00004509022,0.00015906185,0.00003660649,0.00058523344,0.99190325,0.000008674495,0.0005912573,0.000005572794],"about_ca_topic_score_codex":0.00044611204,"about_ca_topic_score_gemma":0.0014834675,"teacher_disagreement_score":0.00089396595,"about_ca_system_score_codex":0.00009772053,"about_ca_system_score_gemma":0.00010676166,"threshold_uncertainty_score":0.002990663},"labels":[],"label_agreement":null},{"id":"W4403077760","doi":"10.1016/j.hydromet.2024.106405","title":"Scaling analysis of electrodeposited copper and the influence of a modified polysaccharide on surface roughness","year":2024,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Electrodeposition and Electroless Coatings","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":"Laurentian University","funders":"","keywords":"Chemistry; Copper; Scaling; Surface roughness; Metallurgy; Polysaccharide; Chemical engineering; Surface finish; Surface (topology); Composite material; Organic chemistry; Geometry","score_opus":0.004742555314584317,"score_gpt":0.20849659133482612,"score_spread":0.2037540360202418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403077760","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":[0.9958831,0.00033963815,0.0023119634,0.00002715174,0.000027437183,0.000025763175,0.0001986747,0.000081873324,0.001104397],"genre_scores_gemma":[0.9963827,0.0001963213,0.002187023,0.000013792137,0.000008712589,0.000022700928,0.00014720243,0.000022709091,0.0010189188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976116,0.000020998059,0.00001821412,0.000043934328,0.00012392312,0.00003169164],"domain_scores_gemma":[0.9994024,0.00018406168,0.00010301732,0.000087231696,0.00019731422,0.000025979132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022409523,0.0002685745,0.00016801266,0.00029836808,0.00015315076,0.0002260838,0.00023567831,0.00027131883,0.0014152182],"category_scores_gemma":[0.0007862752,0.00017679941,0.000262808,0.00048464345,0.00019581392,0.00018338127,0.00009908014,0.00024382006,0.00020633235],"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":[0.00004634836,0.000018968141,0.0002280626,0.00002499858,0.0000042098454,0.00003830596,0.000044546265,0.00026511034,0.997352,0.00003576622,0.000050769904,0.0018909407],"study_design_scores_gemma":[0.0000040312875,0.00020518414,0.009445581,0.0000036814674,0.000011920608,0.000036947364,0.000045979938,0.0035840492,0.98602456,0.000018083027,0.0006123012,0.000007669991],"about_ca_topic_score_codex":0.0013583235,"about_ca_topic_score_gemma":0.0015477019,"teacher_disagreement_score":0.0014152182,"about_ca_system_score_codex":0.0002457647,"about_ca_system_score_gemma":0.00010344542,"threshold_uncertainty_score":0.004734397},"labels":[],"label_agreement":null},{"id":"W4403400048","doi":"10.1007/s10854-024-13615-z","title":"Supercapacitor properties of Cu2O/Cu(OH)2 composite thin films deposited on nickel foam using pulse reverse potential electrodeposition","year":2024,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Supercapacitor; Nickel; Composite number; Composite material; Graphene foam; Metallurgy; Chemical engineering; Electrode; Capacitance; Graphene oxide paper; Oxide","score_opus":0.010418159861459126,"score_gpt":0.22599453568654584,"score_spread":0.2155763758250867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403400048","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":[0.997677,0.0004404514,0.0005626576,0.000038299626,0.00004354248,0.000007030282,0.00023480951,0.000058186866,0.00093804125],"genre_scores_gemma":[0.99780196,0.00023115773,0.00065378926,0.000012756378,0.0000105765985,0.00000839765,0.00013334121,0.000012918962,0.0011350855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998331,0.000009723775,0.000016095386,0.000042221804,0.00006018317,0.00003868369],"domain_scores_gemma":[0.99973613,0.000074978234,0.000030979176,0.00003184421,0.00009840572,0.00002764879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016511393,0.00026953156,0.0003525717,0.00030220117,0.00026171154,0.00039698218,0.00040860032,0.0004115149,0.0021252888],"category_scores_gemma":[0.00039651452,0.0002641046,0.0001911557,0.00038132555,0.00017185841,0.00040682295,0.00016010265,0.0003308049,0.0002379924],"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":[0.00033093017,0.000021395826,0.00030186583,0.00009664281,0.00000897931,0.0001350835,0.0000732746,0.000116290445,0.99580413,0.00003014563,0.00014507498,0.0029361092],"study_design_scores_gemma":[0.000007489735,0.00012846303,0.0032776555,0.0000055175246,0.000018401364,0.00006442486,0.00006460882,0.0015683962,0.9942545,0.000014690251,0.000587216,0.000008689786],"about_ca_topic_score_codex":0.0023069726,"about_ca_topic_score_gemma":0.0040035374,"teacher_disagreement_score":0.0023069726,"about_ca_system_score_codex":0.00024610752,"about_ca_system_score_gemma":0.00016765547,"threshold_uncertainty_score":0.007109821},"labels":[],"label_agreement":null},{"id":"W4404083825","doi":"10.18280/rcma.340506","title":"Graphene Oxide-Based Electrodes with Constant Magnetic Field-Assisted Electrodeposition System to Raising the Efficient of Cu2+ Removal","year":2024,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Raising (metalworking); Electrode; Graphene; Oxide; Magnetic field; Constant (computer programming); Materials science; Nanotechnology; Chemistry; Metallurgy; Computer science; Physics; Physical chemistry","score_opus":0.017437858782603646,"score_gpt":0.2407285656378541,"score_spread":0.22329070685525046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404083825","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":[0.9539254,0.0056655705,0.033906415,0.00051982753,0.00045457087,0.00010960132,0.0006638688,0.00094597146,0.0038089622],"genre_scores_gemma":[0.9537976,0.0019272172,0.039847415,0.00021166007,0.00005827667,0.00006124946,0.00039358612,0.000050447048,0.0036524315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997706,0.00001918384,0.000013597245,0.000049071867,0.00011876666,0.000028754037],"domain_scores_gemma":[0.9998965,0.000018753482,0.000019496447,0.000011474822,0.000040671417,0.000013085738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014915744,0.00051491515,0.000322474,0.0005148464,0.00020300767,0.00032208717,0.00072318193,0.0009005947,0.00071098807],"category_scores_gemma":[0.0003073452,0.00024914273,0.00032051792,0.00038522942,0.0001726843,0.00042789875,0.00031040178,0.00043843998,0.00037925038],"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":[0.000020432146,0.000008938274,0.000059157683,0.00007270317,0.0000061813253,0.00007222282,0.000010644315,0.00008502018,0.99693465,0.000058271802,0.00008384348,0.0025879075],"study_design_scores_gemma":[0.000005649525,0.00009241447,0.00076870737,0.00000496609,0.0000155858,0.000167068,0.000014208202,0.0015384973,0.99503857,0.00004107039,0.0023032045,0.0000100710795],"about_ca_topic_score_codex":0.00071145134,"about_ca_topic_score_gemma":0.0025474594,"teacher_disagreement_score":0.0009005947,"about_ca_system_score_codex":0.00031837935,"about_ca_system_score_gemma":0.00015849544,"threshold_uncertainty_score":0.0023785233},"labels":[],"label_agreement":null},{"id":"W4404087777","doi":"10.1016/j.msea.2024.147494","title":"Relative hardening contributions and ductility of as-prepared and annealed nanocrystalline Co-P electrodeposits","year":2024,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Integran (Canada); University of Toronto","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; National Research Council; Canadian Institutes of Health Research; Canada Foundation for Innovation; University of Saskatchewan; Canadian Light Source","keywords":"Nanocrystalline material; Materials science; Hardening (computing); Metallurgy; Ductility (Earth science); Composite material; Nanotechnology; Creep","score_opus":0.0029997171316190887,"score_gpt":0.2183293751223607,"score_spread":0.2153296579907416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404087777","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":[0.9971917,0.00036296554,0.0006283222,0.000020511789,0.000012531672,0.000004872502,0.00021189632,0.00003395826,0.0015332967],"genre_scores_gemma":[0.99820054,0.00012564962,0.00023683225,0.0000052819,0.0000024471972,0.000006731882,0.00016246241,0.000020297664,0.0012397009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997943,0.00001134913,0.000013095223,0.00006797579,0.00006762107,0.000045671437],"domain_scores_gemma":[0.9997414,0.000101369864,0.000036911417,0.000027999567,0.0000737658,0.000018537106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016324133,0.00022512788,0.00018235426,0.00026837562,0.00022696718,0.00029044927,0.00032577605,0.00030507686,0.0038105387],"category_scores_gemma":[0.0007343125,0.00020876522,0.00010227566,0.00027925006,0.00029204448,0.00034063548,0.00017504368,0.00044327887,0.00038512275],"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":[0.00025862313,0.000011429698,0.00059520436,0.00008364895,0.000008074427,0.00010972285,0.000092561626,0.0004198893,0.9956246,0.0001287332,0.00010582793,0.0025617138],"study_design_scores_gemma":[0.0000017560159,0.000044120752,0.0032190222,0.0000032263101,0.0000056199046,0.000028320965,0.00004092455,0.001098825,0.99524057,0.000015287706,0.0002988631,0.0000034750387],"about_ca_topic_score_codex":0.0022075935,"about_ca_topic_score_gemma":0.003670372,"teacher_disagreement_score":0.0038105387,"about_ca_system_score_codex":0.00030911923,"about_ca_system_score_gemma":0.00018732475,"threshold_uncertainty_score":0.012747467},"labels":[],"label_agreement":null},{"id":"W4404494566","doi":"10.1007/978-3-031-67398-6_12","title":"Comparative Study Between Composite and Multilayered Electroless Ni-Co-P-PTFE Coatings on Mild Carbon Steel","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Electrodeposition and Electroless Coatings","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":"Dalhousie University","funders":"","keywords":"Materials science; Composite number; Composite material; Carbon fibers; Metallurgy","score_opus":0.022864097499154308,"score_gpt":0.26227865693841595,"score_spread":0.23941455943926165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404494566","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":[0.98891884,0.004412426,0.0013863395,0.000026007703,0.00006633064,0.000015896916,0.00010555011,0.000048155885,0.0050204312],"genre_scores_gemma":[0.9907346,0.0011113692,0.0016327868,0.00001623506,0.000016361584,0.000007988286,0.00014262112,0.00001777743,0.006320291],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997402,0.000018952498,0.000009919566,0.000044623215,0.00014497852,0.000041438405],"domain_scores_gemma":[0.99981195,0.00004817725,0.00001852553,0.000021337628,0.00008221208,0.000017900798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014660355,0.00017974498,0.00030441472,0.00029721568,0.00021358716,0.00027440026,0.00054781727,0.00040137774,0.0013704278],"category_scores_gemma":[0.00029091205,0.00015148878,0.0002512922,0.00029104383,0.00015119828,0.00030154292,0.0001452624,0.00024471042,0.00023325169],"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":[0.0002610923,0.00002695253,0.0002005227,0.00013144154,0.000012994385,0.00008181332,0.000028275843,0.00024086438,0.99363315,0.000056324905,0.00011221014,0.0052142823],"study_design_scores_gemma":[0.000012605844,0.0007393081,0.012777236,0.000012379037,0.00004186604,0.0001559667,0.000075901844,0.0023533306,0.98159504,0.00003117285,0.0021941657,0.000010917827],"about_ca_topic_score_codex":0.0017832462,"about_ca_topic_score_gemma":0.00402501,"teacher_disagreement_score":0.0017832462,"about_ca_system_score_codex":0.0002791175,"about_ca_system_score_gemma":0.000120700504,"threshold_uncertainty_score":0.004584551},"labels":[],"label_agreement":null},{"id":"W4404494870","doi":"10.1007/978-3-031-67398-6_123","title":"The Efficacy of Licorice (Glycyrrhiza spp.) as an Acid Mist Suppressant in Copper Electrowinning","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"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":"","keywords":"Glycyrrhiza; Copper; Mist; Electrowinning; Chemistry; Glycyrrhizin; Traditional medicine; Food science; Metallurgy; Materials science; Medicine; Pharmacology; Geography","score_opus":0.006090749738706665,"score_gpt":0.21773165443608328,"score_spread":0.21164090469737662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404494870","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":[0.86410224,0.08073861,0.009520492,0.00024787095,0.00023250683,0.00009594173,0.0002269965,0.00027034176,0.044564843],"genre_scores_gemma":[0.95285916,0.016621508,0.009384549,0.00008396154,0.000050729657,0.00002836231,0.00014840112,0.000059925856,0.020763427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998603,0.000029720253,0.000007816273,0.000023602583,0.000056474913,0.000022055025],"domain_scores_gemma":[0.99993575,0.000022857505,0.000012565365,0.0000080874715,0.00001395182,0.00000687596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020305587,0.0002871217,0.00018478968,0.00024829188,0.00013739459,0.00037582713,0.00035645833,0.00026579836,0.00055329787],"category_scores_gemma":[0.00015042878,0.00014188963,0.00015837127,0.0002526736,0.00014746959,0.00031847588,0.00015673513,0.00033312346,0.0002742292],"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":[0.0001202335,0.000047836438,0.00006467975,0.00017597832,0.000006268244,0.00004971836,0.000022910053,0.00009899574,0.9758095,0.0002651412,0.00021571826,0.02312294],"study_design_scores_gemma":[0.0000047637204,0.0004296825,0.0005313948,0.000009549114,0.0000122994015,0.00011435416,0.000011463832,0.00038615277,0.9945398,0.000037896065,0.003918304,0.0000044154676],"about_ca_topic_score_codex":0.00059582543,"about_ca_topic_score_gemma":0.0014225432,"teacher_disagreement_score":0.00059582543,"about_ca_system_score_codex":0.00020973786,"about_ca_system_score_gemma":0.00013107542,"threshold_uncertainty_score":0.0018510222},"labels":[],"label_agreement":null},{"id":"W4404777675","doi":"10.1002/aenm.202403150","title":"Highly Stabilized Ni‐Rich Cathodes Enabled by Artificially Reversing Naturally‐Formed Interface","year":2024,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Western University; National Natural Science Foundation of China; Canada Research Chairs; Canadian Light Source","keywords":"Reversing; Materials science; Cathode; Interface (matter); Nanotechnology; Chemical engineering; Composite material; Electrical engineering; Engineering","score_opus":0.0037859400037462804,"score_gpt":0.21602142275568714,"score_spread":0.21223548275194087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404777675","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":[0.98779535,0.00039965435,0.00897161,0.000057803823,0.000043417767,0.000019612875,0.00008215243,0.00034208287,0.0022883648],"genre_scores_gemma":[0.9943521,0.00017133179,0.003941323,0.000020433532,0.000007848785,0.00001535134,0.0000838686,0.00006483781,0.001342886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999002,0.000008183293,0.000006830059,0.000026919492,0.000037065554,0.00002077249],"domain_scores_gemma":[0.9999409,0.0000064783703,0.000018096081,0.000009063738,0.000015551015,0.000009918179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092546456,0.00042560088,0.000244156,0.00015120102,0.00016005257,0.00049988966,0.0004722621,0.00034097015,0.00070505746],"category_scores_gemma":[0.00014291781,0.00021918507,0.00013601131,0.00009002283,0.00027338052,0.0003294139,0.0003396395,0.00038749698,0.00029353873],"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":[0.000018744664,0.0000070409633,0.0000354743,0.000022418211,0.0000021649803,0.00002693289,0.000010166785,0.00006226866,0.99904794,0.00019657255,0.000027418479,0.0005429237],"study_design_scores_gemma":[0.000003919961,0.000028555432,0.00014866552,0.0000012355449,0.0000032682328,0.000025138512,0.0000066684474,0.00086126255,0.998159,0.000024279096,0.00073533214,0.0000027602027],"about_ca_topic_score_codex":0.00026857835,"about_ca_topic_score_gemma":0.0005184732,"teacher_disagreement_score":0.00070505746,"about_ca_system_score_codex":0.00023813585,"about_ca_system_score_gemma":0.00012831249,"threshold_uncertainty_score":0.002358675},"labels":[],"label_agreement":null},{"id":"W4404878837","doi":"10.1016/j.electacta.2024.145444","title":"The effect of atmospherically formed films on copper corrosion properties using single droplet electrochemistry","year":2024,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; International Atomic Energy Agency; Nuclear Waste Management Organization","keywords":"Electrochemistry; Corrosion; Materials science; Metallurgy; Chemical engineering; Chemistry; Electrode; Physical chemistry","score_opus":0.005492074593517534,"score_gpt":0.19787207675376042,"score_spread":0.1923800021602429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404878837","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":[0.9896572,0.0017753221,0.0070684245,0.000077531564,0.000052903153,0.00004702994,0.0002770484,0.00012938111,0.00091516663],"genre_scores_gemma":[0.99284416,0.001010479,0.005256857,0.000041803258,0.000017620057,0.000033914286,0.00015672913,0.000037131264,0.000601216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997031,0.00002703994,0.000018598656,0.00008115538,0.00012412669,0.000045910107],"domain_scores_gemma":[0.9997174,0.00007452408,0.00006184813,0.00003545852,0.00009565678,0.000015022904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022915598,0.00043297576,0.00032871147,0.00015794388,0.00014773208,0.0004443725,0.00033932476,0.00035005278,0.00076208473],"category_scores_gemma":[0.0005845407,0.0002369676,0.00030869633,0.00019004784,0.00020613748,0.0004244027,0.00029166605,0.0006162531,0.00019245893],"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":[0.000013452308,0.000005183824,0.00012801898,0.000037668036,0.000004124998,0.00003537677,0.000021089307,0.000034128127,0.9984889,0.0000131891475,0.000025926738,0.0011928546],"study_design_scores_gemma":[0.0000020297657,0.00010128887,0.0014555062,0.0000025561044,0.000011049467,0.00005643621,0.000026332973,0.00082719605,0.99708945,0.00000940355,0.00041390897,0.0000048781903],"about_ca_topic_score_codex":0.0010765371,"about_ca_topic_score_gemma":0.0015834874,"teacher_disagreement_score":0.0010765371,"about_ca_system_score_codex":0.00026645578,"about_ca_system_score_gemma":0.00012620604,"threshold_uncertainty_score":0.0025494099},"labels":[],"label_agreement":null},{"id":"W4405083582","doi":"10.1039/d4lf00113c","title":"Electropolishing Fe-based biodegradable metals for vascular applications: impact on surface properties, corrosion and cell viability","year":2024,"lang":"en","type":"article","venue":"RSC Applied Interfaces","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Electropolishing; Corrosion; Materials science; Adsorption; Mass transport; Mechanism (biology); Viability assay; Metallurgy; Chemical engineering; Nanotechnology; Chemistry; Cell; Physical chemistry; Engineering; Biochemical engineering","score_opus":0.008926513114649714,"score_gpt":0.22291406077053727,"score_spread":0.21398754765588757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405083582","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":[0.9938758,0.0015000541,0.0035972833,0.000038226324,0.00002116479,0.0000145883705,0.00010575101,0.000044216966,0.0008028251],"genre_scores_gemma":[0.99427277,0.00080432807,0.0023387023,0.000024153222,0.000004971813,0.000012029866,0.00015378973,0.000018510334,0.0023707005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989474,0.000013543565,0.0000075268945,0.000028744884,0.000027662012,0.000027765167],"domain_scores_gemma":[0.9998816,0.000035760288,0.000028935825,0.000012483978,0.0000281787,0.000013073654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015009895,0.0003270008,0.00019283293,0.00011968916,0.00009099422,0.00027634727,0.00015099341,0.000324494,0.0006171803],"category_scores_gemma":[0.0002650215,0.00009938379,0.00015746299,0.00013432711,0.00015478978,0.0001999635,0.00014920453,0.0002565934,0.00014724],"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":[0.000030679268,0.0000070020405,0.000055338933,0.000017749433,0.0000018358385,0.000017156743,0.000009689743,0.000019687606,0.99883777,0.000010606213,0.000008801131,0.0009837357],"study_design_scores_gemma":[0.0000013480823,0.00007904686,0.0008589723,0.000002170473,0.0000068838244,0.000043325093,0.00000916932,0.00017981607,0.99834883,0.000006334181,0.00046267782,0.0000015301275],"about_ca_topic_score_codex":0.0006531274,"about_ca_topic_score_gemma":0.0013097086,"teacher_disagreement_score":0.0006531274,"about_ca_system_score_codex":0.00015195897,"about_ca_system_score_gemma":0.000097622455,"threshold_uncertainty_score":0.0020646453},"labels":[],"label_agreement":null},{"id":"W4406185459","doi":"10.1016/j.jobab.2025.01.001","title":"Multifunctional biomass materials based on electroless plating","year":2025,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sichuan Province Science and Technology Support Program; Ministry of Science and Technology of the People's Republic of China","keywords":"Biomass (ecology); Electroless plating; Plating (geology); Materials science; Business; Nanotechnology; Biology; Agronomy; Electroplating","score_opus":0.0033739056606456657,"score_gpt":0.1895477173224974,"score_spread":0.18617381166185173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406185459","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":[0.699568,0.09748457,0.119739085,0.00094735506,0.0016882739,0.0003814151,0.0010258303,0.0012547555,0.077910736],"genre_scores_gemma":[0.9098805,0.036752854,0.040353026,0.0003532298,0.00009693924,0.00014926441,0.00047495382,0.00008679548,0.011852385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999018,0.000008738975,0.000007090752,0.000025483983,0.000039005874,0.000018042712],"domain_scores_gemma":[0.99996674,0.000008700077,0.000007759224,0.0000039442584,0.000007926792,0.0000050075105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012845156,0.0006308525,0.00027609314,0.0004660022,0.00012170425,0.0004768146,0.00045856918,0.00064854074,0.0014473626],"category_scores_gemma":[0.00017602263,0.00029700607,0.00032084383,0.0003465933,0.00023597556,0.00067808677,0.00040326235,0.0005961668,0.0009371449],"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":[0.000031506337,0.000018321416,0.00007057256,0.0007321228,0.000018248438,0.0002734533,0.000026003898,0.00046303766,0.97274315,0.0031538145,0.00042379939,0.022045977],"study_design_scores_gemma":[0.000011011769,0.0001217223,0.00042548028,0.00004786388,0.000023812929,0.0003255585,0.000016591666,0.0012864606,0.97314364,0.0005890422,0.0239965,0.0000123710215],"about_ca_topic_score_codex":0.00011175727,"about_ca_topic_score_gemma":0.0003061024,"teacher_disagreement_score":0.0014473626,"about_ca_system_score_codex":0.00023563314,"about_ca_system_score_gemma":0.00011263798,"threshold_uncertainty_score":0.004841864},"labels":[],"label_agreement":null},{"id":"W4407832721","doi":"10.1117/12.3057201","title":"Metal reduction from highly viscous microelectronics fluids","year":2025,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Microelectronics; Reduction (mathematics); Materials science; Metal; Metallurgy; Nanotechnology; Mathematics","score_opus":0.0025305742396373814,"score_gpt":0.19138974899152095,"score_spread":0.18885917475188357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407832721","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":[0.9215047,0.0085641695,0.062540114,0.00024279798,0.0001885771,0.0001978821,0.00018656383,0.00062106835,0.005954182],"genre_scores_gemma":[0.9332082,0.002764175,0.05395073,0.000121233665,0.00004072291,0.00005685338,0.0002185134,0.00007253477,0.009567002],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996432,0.000034268283,0.000021197578,0.00007029076,0.00018755358,0.00004345132],"domain_scores_gemma":[0.99982387,0.000032522545,0.000067273795,0.0000150252645,0.000049726976,0.000011736702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034949524,0.00042563255,0.00026222508,0.00034204277,0.00016751884,0.0004064024,0.00035445546,0.00033533992,0.00064823916],"category_scores_gemma":[0.00035440986,0.00017829835,0.00021693959,0.00015757233,0.00021117985,0.00040138632,0.00032245618,0.0005210442,0.00030120532],"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":[0.000008447345,0.0000071039276,0.00003377076,0.00003621768,0.0000020649745,0.00001812291,0.000016439682,0.000036345944,0.99770576,0.00008317989,0.00003015686,0.0020224918],"study_design_scores_gemma":[0.000001702681,0.000058294638,0.00014246105,0.0000029136509,0.0000024266185,0.00004056192,0.000004848211,0.00025851038,0.9983712,0.000012939208,0.0011021143,0.00000214574],"about_ca_topic_score_codex":0.0005282175,"about_ca_topic_score_gemma":0.0011222274,"teacher_disagreement_score":0.00064823916,"about_ca_system_score_codex":0.0003010609,"about_ca_system_score_gemma":0.00020502703,"threshold_uncertainty_score":0.002184391},"labels":[],"label_agreement":null},{"id":"W4408079678","doi":"10.1016/j.microrel.2025.115648","title":"Evaluation and thermal ageing of power semiconductor die attachments based on porous film electrodeposition","year":2025,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Die (integrated circuit); Materials science; Ageing; Porosity; Semiconductor; Power (physics); Semiconductor device; Thermal; Engineering physics; Metallurgy; Electrical engineering; Composite material; Optoelectronics; Engineering; Nanotechnology; Layer (electronics); Physics; Thermodynamics","score_opus":0.004436125196631784,"score_gpt":0.23869208819174542,"score_spread":0.23425596299511364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408079678","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":[0.9952377,0.0009448198,0.003011049,0.000018312368,0.00005576678,0.000024954938,0.00010347106,0.000049723945,0.00055412546],"genre_scores_gemma":[0.9957432,0.00053573085,0.0021653008,0.000011819864,0.000009028909,0.000015002292,0.00008247272,0.000014796179,0.0014225873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996288,0.000029663031,0.00002057828,0.00007588965,0.00019124943,0.00005379673],"domain_scores_gemma":[0.99937844,0.00013055946,0.000096475764,0.00007467472,0.00029228054,0.000027521326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037850547,0.00028513273,0.000292337,0.00031558127,0.00020627886,0.0003137896,0.00036185523,0.0005045942,0.00083933276],"category_scores_gemma":[0.0010814494,0.00024512957,0.00024015809,0.00029605927,0.00024086254,0.00035336395,0.00023973921,0.00033265215,0.00021630221],"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":[0.00012892316,0.00002201763,0.0010418157,0.000056202705,0.000015312275,0.00008452778,0.00008258222,0.00032389772,0.99291384,0.00004365861,0.00005011937,0.0052370895],"study_design_scores_gemma":[0.0000034051966,0.00042486648,0.007315655,0.000006289697,0.000024672621,0.00007573244,0.00005358386,0.001875771,0.98953164,0.0000126177765,0.0006694812,0.0000062646623],"about_ca_topic_score_codex":0.0008502991,"about_ca_topic_score_gemma":0.0015956508,"teacher_disagreement_score":0.0008502991,"about_ca_system_score_codex":0.00027704582,"about_ca_system_score_gemma":0.00013752213,"threshold_uncertainty_score":0.002807796},"labels":[],"label_agreement":null},{"id":"W4408823848","doi":"10.2139/ssrn.5193632","title":"Electrodeposition of (Zn-Ni)1/(Zn-Ni)2 Compositionally Modulated Multilayer Coatings from a Single Alkaline Bath: Influences of Deposition Current Densities, Number of Layers, and Ultrasonic Waves on Characteristics of Deposits","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Electrodeposition and Electroless Coatings","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":"Western University","funders":"","keywords":"Deposition (geology); Ultrasonic sensor; Materials science; Current (fluid); Metallurgy; Analytical Chemistry (journal); Chemical engineering; Chemistry; Environmental chemistry; Acoustics; Thermodynamics; Physics; Geology","score_opus":0.008240772548366655,"score_gpt":0.23699010047330676,"score_spread":0.2287493279249401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408823848","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":[0.99663204,0.00057135965,0.0015934358,0.000033922533,0.000026399,0.000008809108,0.00011622575,0.00005938053,0.00095839665],"genre_scores_gemma":[0.9964915,0.00028376514,0.001938483,0.000015366759,0.000008547613,0.000006685033,0.00008799633,0.000024009072,0.0011436563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983287,0.000009852027,0.000010171571,0.000039739392,0.00006144746,0.00004591865],"domain_scores_gemma":[0.99985564,0.000037828064,0.000033007538,0.000021478802,0.00003304703,0.000019051155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013667278,0.00025635352,0.00034984725,0.00022558018,0.0001659473,0.00033108762,0.00036787754,0.00035735435,0.0011321391],"category_scores_gemma":[0.0004862966,0.00024324721,0.0001872735,0.00025290524,0.00017498292,0.00024926555,0.00027748517,0.0003555469,0.00019488858],"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":[0.000075600896,0.000004514686,0.000097938166,0.000019269817,0.0000033561787,0.000028674727,0.000021558359,0.000054556254,0.9988194,0.000015108949,0.000016328833,0.0008435828],"study_design_scores_gemma":[0.000004777967,0.000042085532,0.0011123217,0.0000025646523,0.000006306725,0.00003090313,0.000011695929,0.0007580943,0.9977996,0.000006798475,0.00022310727,0.0000018691724],"about_ca_topic_score_codex":0.0021756224,"about_ca_topic_score_gemma":0.0030807117,"teacher_disagreement_score":0.0021756224,"about_ca_system_score_codex":0.0003820008,"about_ca_system_score_gemma":0.00013865926,"threshold_uncertainty_score":0.0043259263},"labels":[],"label_agreement":null},{"id":"W4409498174","doi":"10.5006/c2022-17841","title":"Development of Novel Corrosion Resistant Electroless Ni-P Composite Coatings for Pipeline Steel","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emissions Reduction Alberta; Dalhousie University","funders":"","keywords":"Corrosion; Materials science; Composite number; Pipeline (software); Metallurgy; Composite material; Engineering; Mechanical engineering","score_opus":0.0120358878861464,"score_gpt":0.22101567436667208,"score_spread":0.20897978648052568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409498174","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":[0.9655705,0.0029934575,0.026450371,0.00009029903,0.00013231164,0.00009156757,0.00014191287,0.0002850397,0.0042446456],"genre_scores_gemma":[0.97021276,0.001352008,0.02349877,0.000032062082,0.000017193197,0.000026316367,0.00013760022,0.000048098034,0.004675149],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980265,0.000012521158,0.000013749572,0.000040963696,0.00011169654,0.00001847261],"domain_scores_gemma":[0.9998554,0.000012143347,0.00003607947,0.000013791192,0.00006380986,0.000018721958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014607608,0.0003500107,0.00023652948,0.0002895965,0.000141711,0.00032661352,0.00048510774,0.0003761922,0.00048816836],"category_scores_gemma":[0.0002766478,0.00027123606,0.00027656578,0.00016210113,0.00012553355,0.0003115156,0.00022538411,0.0003656137,0.00035147663],"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":[0.000009617755,0.0000045340853,0.000031635198,0.00003531094,0.000002938303,0.000031232095,0.000005102727,0.0000361377,0.99868506,0.000014043578,0.000016108997,0.0011281862],"study_design_scores_gemma":[0.0000035992698,0.00009945853,0.0009674683,0.0000026399605,0.000008430151,0.00015751722,0.000008148675,0.0008132031,0.9966763,0.000005880936,0.0012539646,0.0000034588563],"about_ca_topic_score_codex":0.000549518,"about_ca_topic_score_gemma":0.001871359,"teacher_disagreement_score":0.000549518,"about_ca_system_score_codex":0.00017993926,"about_ca_system_score_gemma":0.00015353048,"threshold_uncertainty_score":0.001633048},"labels":[],"label_agreement":null},{"id":"W4409498816","doi":"10.5006/lac23-20590","title":"Modified Salt Spray Test to Evaluate Zinc Electroplating Coating with Co-deposited Natural Particles","year":2023,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Electroplating; Salt spray test; Zinc; Coating; Metallurgy; Materials science; Salt (chemistry); Corrosion; Chemistry; Composite material; Layer (electronics)","score_opus":0.010706036945313507,"score_gpt":0.24432385927713707,"score_spread":0.23361782233182357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409498816","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":[0.9863092,0.0009097199,0.009839115,0.00004923793,0.00010226144,0.00013705628,0.00030795377,0.000119364675,0.0022261424],"genre_scores_gemma":[0.9750864,0.0008044561,0.017849648,0.000054448967,0.000019185138,0.00011881763,0.00034193785,0.00003766103,0.005687481],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958867,0.0000508727,0.00004636723,0.00007455194,0.00020518988,0.000034419038],"domain_scores_gemma":[0.99971586,0.00005298746,0.000065866654,0.00002493038,0.00012105111,0.000019171597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020894584,0.00044925508,0.00027554695,0.00027668895,0.00015054028,0.0001772915,0.00023821124,0.0003629703,0.0016605052],"category_scores_gemma":[0.00029551642,0.00018213982,0.00041289712,0.0002598436,0.00019565063,0.00013741555,0.00021929313,0.00036089608,0.0002694098],"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":[0.0000623265,0.00002623637,0.00073758315,0.000043032178,0.0000066363395,0.00005934726,0.00003513021,0.000036445777,0.9977926,0.000016028216,0.00001939024,0.0011652188],"study_design_scores_gemma":[0.0000053166636,0.00065977155,0.007249481,0.0000056818067,0.000024904932,0.000112678834,0.00005227883,0.00081036583,0.99056923,0.000017702261,0.0004877363,0.0000048638854],"about_ca_topic_score_codex":0.0015831867,"about_ca_topic_score_gemma":0.0026091842,"teacher_disagreement_score":0.0016605052,"about_ca_system_score_codex":0.00016508464,"about_ca_system_score_gemma":0.00013667825,"threshold_uncertainty_score":0.0055549145},"labels":[],"label_agreement":null},{"id":"W4409502719","doi":"10.5006/c2021-16723","title":"Effect of Graphene Incorporation on Erosion-Corrosion Performance of Electroless Ni-P Coatings","year":2021,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emissions Reduction Alberta; Dalhousie University","funders":"","keywords":"Materials science; Graphene; Corrosion; Metallurgy; Erosion; Nanotechnology; Geology","score_opus":0.0031106984931496833,"score_gpt":0.19465393123626115,"score_spread":0.19154323274311147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409502719","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":[0.9980749,0.00053480157,0.00038089187,0.0000163789,0.000014125124,0.000009773136,0.00007622306,0.000024980414,0.00086785713],"genre_scores_gemma":[0.9977673,0.00041267733,0.00094407744,0.000013484135,0.0000023979076,0.0000073759466,0.00007115001,0.000008997434,0.0007725909],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984026,0.000021194397,0.000017762673,0.00003276691,0.000057601905,0.000030437846],"domain_scores_gemma":[0.9998412,0.000034450724,0.00003321946,0.000016847796,0.000052838775,0.000021438322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014146043,0.00036571568,0.00017049896,0.0002759534,0.0001244632,0.0002629782,0.00029222746,0.00028925185,0.0009079038],"category_scores_gemma":[0.00038556263,0.00016785509,0.00017086447,0.00023329817,0.00014069433,0.00023985877,0.00018046523,0.00030780674,0.00015175002],"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":[0.0000901292,0.000020593752,0.000118992444,0.00006198461,0.000007729643,0.00003644224,0.000019890867,0.000071667215,0.9978631,0.000017261982,0.000019176166,0.0016729013],"study_design_scores_gemma":[0.0000032731734,0.00018305049,0.0015700165,0.0000061745322,0.000017090935,0.000025264017,0.000017228662,0.000376106,0.9974558,0.000004074556,0.0003381731,0.000003673711],"about_ca_topic_score_codex":0.0010006893,"about_ca_topic_score_gemma":0.0024456787,"teacher_disagreement_score":0.0010006893,"about_ca_system_score_codex":0.00015790218,"about_ca_system_score_gemma":0.00008703025,"threshold_uncertainty_score":0.0030372143},"labels":[],"label_agreement":null},{"id":"W4410287472","doi":"10.1117/12.3053273","title":"Optimizing 3D printing parameters for enhanced electroactive PVDF formation","year":2025,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"York University","funders":"","keywords":"3D printing; Materials science; Computer science; Process engineering; Composite material; Engineering","score_opus":0.00526006850076089,"score_gpt":0.21776621376436464,"score_spread":0.21250614526360376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410287472","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":[0.9741984,0.0014855762,0.020641293,0.0001038945,0.000071329145,0.000060275008,0.00045501743,0.0003622151,0.0026219126],"genre_scores_gemma":[0.9717382,0.0009585444,0.026336452,0.000035357923,0.000010717929,0.00006334628,0.00018110327,0.00010897958,0.0005671883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997372,0.000025029944,0.00004113059,0.0000780217,0.000079987425,0.000038607377],"domain_scores_gemma":[0.9994832,0.00022188778,0.00013837437,0.00005575867,0.000086562744,0.000014161132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040444214,0.00058128306,0.00030675123,0.0004224994,0.00019489747,0.00063580176,0.000338639,0.0005375817,0.0010061038],"category_scores_gemma":[0.0010309485,0.00026020256,0.00031361883,0.00048483218,0.00016608882,0.0005311088,0.0002117028,0.0004303519,0.00035954273],"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":[0.000045010584,0.000029601062,0.0003525661,0.00009398025,0.000006807679,0.000082996856,0.00004821784,0.00094681355,0.9930195,0.000114876086,0.00007720959,0.005182313],"study_design_scores_gemma":[0.000005097452,0.00005558203,0.0009990893,0.0000056903887,0.000010857382,0.000056043293,0.000015617063,0.0022436867,0.99578685,0.00003446059,0.0007782946,0.000008786743],"about_ca_topic_score_codex":0.00032379807,"about_ca_topic_score_gemma":0.0007984557,"teacher_disagreement_score":0.0010061038,"about_ca_system_score_codex":0.00027947754,"about_ca_system_score_gemma":0.00018721155,"threshold_uncertainty_score":0.003365755},"labels":[],"label_agreement":null},{"id":"W4410518823","doi":"10.1002/ange.202501254","title":"Selective C <sub>2</sub> Electroproduction via Back Bonding in Asymmetric Copper‐Copper Motifs","year":2025,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Copper; Chemistry; Organic chemistry","score_opus":0.00526209267523964,"score_gpt":0.20525893286118888,"score_spread":0.19999684018594924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410518823","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":[0.99011236,0.00034353856,0.0031391727,0.00008465292,0.000042633645,0.000017484903,0.00006918468,0.00017092274,0.0060201567],"genre_scores_gemma":[0.9964277,0.00011178334,0.0021762731,0.000029459115,0.000006257075,0.000015206338,0.000032371852,0.000020290969,0.0011806127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999025,0.000014155808,0.000004548557,0.000021874526,0.0000226127,0.000034355257],"domain_scores_gemma":[0.9999385,0.000009490597,0.000019721072,0.000008899026,0.000011452825,0.00001203726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073022384,0.00041811517,0.00018244713,0.0001451627,0.0001795504,0.00023222849,0.00044805175,0.0002412075,0.0010031563],"category_scores_gemma":[0.00015534219,0.00016776004,0.00008524393,0.00013898186,0.00019646005,0.00022936736,0.00031253448,0.00023408871,0.0003132955],"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":[0.000117535456,0.000030768104,0.0002061659,0.00009180221,0.000007532552,0.00015747674,0.000039326365,0.0005012262,0.99089456,0.00094065274,0.0006526072,0.0063603395],"study_design_scores_gemma":[0.000008587355,0.00007361455,0.00045488082,0.0000026811695,0.0000044067874,0.00007916216,0.000014222247,0.0027980946,0.9946344,0.000063551044,0.0018577907,0.000008690868],"about_ca_topic_score_codex":0.00063470774,"about_ca_topic_score_gemma":0.0011850636,"teacher_disagreement_score":0.0010031563,"about_ca_system_score_codex":0.00030699876,"about_ca_system_score_gemma":0.00014445836,"threshold_uncertainty_score":0.0033558607},"labels":[],"label_agreement":null},{"id":"W4412463470","doi":"10.1080/00084433.2025.2531673","title":"Review of the manganese effect on the behaviour of mixed metal oxide titanium and lead silver anodes during electrowinning","year":2025,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Hunan Province","keywords":"Electrowinning; Titanium; Anode; Manganese; Metallurgy; Materials science; Lead (geology); Metal; Manganese oxide; Oxide; Chemistry; Electrode","score_opus":0.0031463464130158554,"score_gpt":0.1898638850836682,"score_spread":0.18671753867065233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412463470","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":[0.0011478718,0.9952918,0.00036636792,0.0001543191,0.00048363517,0.000007919156,0.000033579516,0.0000099880735,0.002504492],"genre_scores_gemma":[0.0044330764,0.9912076,0.0006479268,0.00018670624,0.00022431879,0.000009962505,0.00006849099,0.0000067955425,0.0032151006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999808,0.000020592726,0.000037158123,0.000037130205,0.0000796598,0.000017483355],"domain_scores_gemma":[0.9996131,0.00010626505,0.000049675305,0.0000139256545,0.00019574625,0.00002126998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040064735,0.00061347394,0.00064124033,0.0018177623,0.00023893641,0.0005009634,0.0005904473,0.0004088569,0.0018219826],"category_scores_gemma":[0.00047858598,0.00029117815,0.00031978963,0.0024105578,0.00019553947,0.0007291954,0.00028561486,0.00047762386,0.000817343],"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":[0.0001837124,0.0001296859,0.00031132632,0.053656742,0.00019507746,0.00050450256,0.00018578225,0.0007101398,0.04681606,0.0039750454,0.036453716,0.8568782],"study_design_scores_gemma":[0.000007904303,0.0001758066,0.0018127162,0.002013724,0.00013598037,0.0007943477,0.000054302556,0.0001079787,0.013399878,0.00051430974,0.9809584,0.000024700912],"about_ca_topic_score_codex":0.002353815,"about_ca_topic_score_gemma":0.00430614,"teacher_disagreement_score":0.002353815,"about_ca_system_score_codex":0.0005750317,"about_ca_system_score_gemma":0.0007852244,"threshold_uncertainty_score":0.006095171},"labels":[],"label_agreement":null},{"id":"W4413300222","doi":"10.5267/j.esm.2025.8.003","title":"Prediction and optimization models for electrodeposition of different materials: A review","year":2025,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Nanotechnology; Computer science; Mechanical engineering; Engineering","score_opus":0.005496488832347911,"score_gpt":0.20112702114069675,"score_spread":0.19563053230834884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413300222","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":[0.0018337043,0.91025275,0.08313421,0.00065614044,0.00027856836,0.000031082905,0.00014018068,0.00013230009,0.0035411587],"genre_scores_gemma":[0.027345998,0.9429185,0.026842339,0.00019848101,0.00046010452,0.000086661654,0.0003195504,0.000047127818,0.0017813159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995136,0.00011105021,0.000063461965,0.00010594666,0.00018301507,0.00002290366],"domain_scores_gemma":[0.99892837,0.0007748994,0.000089407156,0.00003425315,0.00015802347,0.000015042431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010403179,0.0016497107,0.0017127622,0.0017352394,0.00023353541,0.0012890907,0.0013648454,0.0013550855,0.0017734532],"category_scores_gemma":[0.0020932606,0.00063034735,0.0016609494,0.0027246121,0.00045055558,0.0013447304,0.0005606905,0.0009889181,0.0007887152],"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":[0.00006819963,0.00016758792,0.0011214202,0.018762719,0.000553005,0.00018676197,0.00010765448,0.15247805,0.0019495586,0.03511253,0.011541175,0.77795136],"study_design_scores_gemma":[0.00004280182,0.0005016427,0.0031787208,0.009316404,0.0010675504,0.00096160255,0.00019253236,0.4568429,0.0052874144,0.052586727,0.46980515,0.00021654801],"about_ca_topic_score_codex":0.0027056257,"about_ca_topic_score_gemma":0.0018436961,"teacher_disagreement_score":0.0027056257,"about_ca_system_score_codex":0.00061396,"about_ca_system_score_gemma":0.00095673185,"threshold_uncertainty_score":0.0059327483},"labels":[],"label_agreement":null},{"id":"W4414299619","doi":"10.1016/j.bbiosy.2025.100123","title":"Development of biodegradable Fe-Mn thin structures by electroforming in deep eutectic solvents","year":2025,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de recherche du Québec; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Electroforming; Eutectic system; Corrosion; Casting; Thin film; Nanoparticle","score_opus":0.005205307085282886,"score_gpt":0.207318949247767,"score_spread":0.20211364216248412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414299619","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":[0.979634,0.0011648288,0.01760911,0.000044047505,0.000023166709,0.000029118955,0.00007314922,0.00011127818,0.0013113825],"genre_scores_gemma":[0.9746163,0.00087525434,0.022615787,0.00003530701,0.0000063540883,0.000020245741,0.000087943146,0.000032007898,0.0017107974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999423,0.0000061907804,0.000005996546,0.000016355456,0.00001982694,0.00000942382],"domain_scores_gemma":[0.9999032,0.000015892547,0.00005089278,0.000007634291,0.000013654592,0.0000086910495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107757245,0.00033035738,0.00011493666,0.00015732297,0.00005428999,0.00013005229,0.00016933518,0.00019123426,0.00027327787],"category_scores_gemma":[0.000157516,0.00018080937,0.00013370745,0.00007957764,0.0001238405,0.00021124953,0.00016181343,0.00020252298,0.00016267064],"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":[0.00000589081,0.0000016327484,0.000024388522,0.000011439907,8.6095275e-7,0.000014171048,0.0000047982417,0.000038383023,0.9993642,0.000023913566,0.000004218371,0.0005062432],"study_design_scores_gemma":[0.0000016517774,0.000039112638,0.00037370922,0.0000020597204,0.0000029361147,0.000055598375,0.0000036233644,0.0003529479,0.99865353,0.000007976561,0.00050568284,0.0000010769694],"about_ca_topic_score_codex":0.00021147323,"about_ca_topic_score_gemma":0.0006947658,"teacher_disagreement_score":0.00033035738,"about_ca_system_score_codex":0.00014008404,"about_ca_system_score_gemma":0.000070610986,"threshold_uncertainty_score":0.0010163784},"labels":[],"label_agreement":null},{"id":"W4416144104","doi":"10.1007/978-3-032-00102-3_33","title":"Performance Testing of a New Non-fluorocarbon Acid Mist Suppressant for Copper Electrowinning","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Electrodeposition and Electroless Coatings","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":"Regional Municipality of Niagara; Niagara College","funders":"","keywords":"Mist; Sulfuric acid; Copper; Electrowinning; Compatibility (geochemistry); Pilot test; Cathode","score_opus":0.010785729134234843,"score_gpt":0.20321089509134868,"score_spread":0.19242516595711384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416144104","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":[0.9899796,0.0015453662,0.005187812,0.00007179191,0.00006862909,0.000083094594,0.0001608057,0.00018968336,0.0027131194],"genre_scores_gemma":[0.98397046,0.00082479743,0.008940502,0.000028431434,0.0000152265975,0.000028699742,0.00024280773,0.00007601372,0.0058730007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994873,0.000058367546,0.000030294894,0.00007745122,0.00027990114,0.000066675755],"domain_scores_gemma":[0.99960536,0.000107596534,0.000055212495,0.000051836483,0.00014011288,0.00003988216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446326,0.00044985628,0.00041832204,0.00029356897,0.00033460415,0.000372049,0.00085304084,0.00068226684,0.0008671824],"category_scores_gemma":[0.00065561663,0.00024612722,0.00032044091,0.00031768682,0.0002444821,0.00039240482,0.00025512557,0.0002485356,0.00040212375],"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":[0.0001303745,0.000023864683,0.00011534381,0.000053224503,0.000003940462,0.000068611516,0.00002950759,0.000082644634,0.9974564,0.00002842747,0.000055653665,0.0019521341],"study_design_scores_gemma":[0.000005517336,0.00050640333,0.00050252286,0.0000015548342,0.000007241861,0.00008422394,0.0000111961845,0.00041665454,0.9979214,0.0000041259304,0.0005366686,0.0000024645303],"about_ca_topic_score_codex":0.0011579065,"about_ca_topic_score_gemma":0.0021660898,"teacher_disagreement_score":0.0011579065,"about_ca_system_score_codex":0.00028437097,"about_ca_system_score_gemma":0.00034447186,"threshold_uncertainty_score":0.0029010177},"labels":[],"label_agreement":null},{"id":"W4416435746","doi":"10.1139/cjc-2025-0152","title":"Study of the microstructure, morphology, micro- and nanoindentation hardness, and corrosion behaviour of Ni-SiO <sub>2</sub> composites electrodeposited from a deep eutectic solvent","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Nanoindentation; Corrosion; Crystallite; Microstructure; Eutectic system; Composite number; Coating; Deep eutectic solvent","score_opus":0.002764088479932297,"score_gpt":0.1795072750491946,"score_spread":0.1767431865692623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416435746","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":[0.997889,0.00022181397,0.0013689838,0.000013804138,0.0000059102517,0.0000071785453,0.00006296769,0.000020081818,0.00041032146],"genre_scores_gemma":[0.9970726,0.0001959877,0.0019576,0.000014744707,0.000004113094,0.000006740776,0.00008266864,0.000010186669,0.00065536157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992657,0.000005871448,0.0000045177944,0.000016747013,0.000035546625,0.0000107740525],"domain_scores_gemma":[0.999882,0.000024853447,0.000035341123,0.000008449703,0.000032746724,0.000016645858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008704751,0.00025836582,0.00017010937,0.00014120332,0.00009010743,0.00013906935,0.00013419411,0.00021500947,0.00040358465],"category_scores_gemma":[0.00016915765,0.00018602947,0.00014357043,0.00008454135,0.00020605496,0.00016711981,0.00009877505,0.00018962103,0.00010834712],"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":[0.000014091666,0.0000021262192,0.00016182059,0.000009887795,0.0000020490518,0.000015227107,0.000006730921,0.000041464427,0.9994868,0.0000041401618,0.0000028667669,0.00025272678],"study_design_scores_gemma":[0.00000328653,0.00013216925,0.01670021,0.0000016055869,0.000012695675,0.00012397092,0.0000303279,0.0014196573,0.9812485,0.000008794531,0.0003149754,0.0000037706675],"about_ca_topic_score_codex":0.0007699439,"about_ca_topic_score_gemma":0.0020219667,"teacher_disagreement_score":0.0007699439,"about_ca_system_score_codex":0.00014895348,"about_ca_system_score_gemma":0.00007005979,"threshold_uncertainty_score":0.0015310049},"labels":[],"label_agreement":null},{"id":"W4417150187","doi":"10.18280/acsm.490504","title":"Improving the Performance of Electroless Nickel Coatings Using TiN Nanoparticles on Gray Cast Iron","year":2025,"lang":"","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cast iron; Nanoparticle; Tin; Nickel; Gray iron; Microstructure","score_opus":0.015385833256064794,"score_gpt":0.25082807231275916,"score_spread":0.23544223905669437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417150187","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":[0.9964886,0.0005331634,0.0008573109,0.00003795881,0.000034572633,0.00000873948,0.000020864794,0.00007072086,0.0019480687],"genre_scores_gemma":[0.99587375,0.00023370479,0.0010390931,0.000016809709,0.000005868942,0.0000030272067,0.00004366161,0.000018519571,0.0027656164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998721,0.0000066113807,0.000005198695,0.000024588684,0.000059624104,0.00003190971],"domain_scores_gemma":[0.99991786,0.000012821497,0.000013095992,0.0000094219995,0.000034196724,0.000012524535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010814099,0.00026836793,0.0002470611,0.00016392532,0.00018300938,0.0002904368,0.00038082837,0.00033365074,0.0007456388],"category_scores_gemma":[0.000218658,0.00014965805,0.00017808237,0.0001173544,0.00011359732,0.00021308048,0.00015846446,0.0002766449,0.00024781603],"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":[0.00008422673,0.000021960732,0.00010275287,0.00004382408,0.0000034173531,0.00003964987,0.00001807916,0.00013568644,0.996834,0.0000305576,0.000075342185,0.0026104618],"study_design_scores_gemma":[0.000003502669,0.000079043515,0.00067059917,0.0000023716254,0.000006606018,0.000023140094,0.000008704024,0.0015065649,0.9972475,0.0000041665658,0.00044547627,0.0000023265436],"about_ca_topic_score_codex":0.001985424,"about_ca_topic_score_gemma":0.005741023,"teacher_disagreement_score":0.001985424,"about_ca_system_score_codex":0.00037779057,"about_ca_system_score_gemma":0.00014871988,"threshold_uncertainty_score":0.003947735},"labels":[],"label_agreement":null},{"id":"W6922243122","doi":"10.1021/la0269199s0743-7463(02)06919-6","title":"New Strategy for Preparing Thin Gold Films on Modified Glass Surfaces by Electroless Deposition","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Colloidal gold; X-ray photoelectron spectroscopy; Gold Colloid; Electroless deposition; Nanoparticle; Contact angle; Monolayer; Deposition (geology); Gold plating (software engineering)","score_opus":0.009225639859435251,"score_gpt":0.22019374998215452,"score_spread":0.21096811012271927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922243122","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":[0.45826203,0.015532046,0.51136786,0.0008953467,0.0012519255,0.0005910429,0.0003382535,0.0018155376,0.009945997],"genre_scores_gemma":[0.5552412,0.008586131,0.41703972,0.00055231457,0.0002085111,0.0003629349,0.0005493149,0.00017637214,0.017283484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976236,0.000018906954,0.00002484872,0.000061747414,0.000111576315,0.000020674668],"domain_scores_gemma":[0.99990046,0.00002251453,0.000019674768,0.000023514067,0.000019872374,0.000013928541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019669266,0.00062603725,0.00035151985,0.00031502396,0.00019169085,0.00034468606,0.0007281951,0.000583695,0.000774998],"category_scores_gemma":[0.00016377844,0.00039112923,0.00036253425,0.00013274541,0.00027989378,0.00051205873,0.00040400538,0.0008368962,0.0005124029],"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":[0.0000060114176,0.000009947933,0.000029010731,0.000058016838,0.0000061779187,0.00003916764,0.000012533005,0.000025702426,0.99530256,0.00016542409,0.000046220222,0.004299128],"study_design_scores_gemma":[0.000008751151,0.00011484269,0.00037617204,0.00000464181,0.000016400712,0.0004372856,0.0000079386455,0.00053786556,0.992285,0.00008684429,0.0061141495,0.000009999543],"about_ca_topic_score_codex":0.000257649,"about_ca_topic_score_gemma":0.00056981336,"teacher_disagreement_score":0.000774998,"about_ca_system_score_codex":0.00017919875,"about_ca_system_score_gemma":0.00020554083,"threshold_uncertainty_score":0.0025926828},"labels":[],"label_agreement":null},{"id":"W6925283209","doi":"10.17045/sthlmuni.16775935","title":"Teaching reconciliation by educating non-Indigenous communities","year":2021,"lang":"en","type":"other","venue":"Stockholm University  Figshare Repository","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Empathy; Commission; Indigenous; Conversation; Refugee; Agency (philosophy); Mediation; Conversation analysis","score_opus":0.005695281677127875,"score_gpt":0.18195667276825622,"score_spread":0.17626139109112834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925283209","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34930372,0.012628189,0.010772872,0.11144641,0.0021667047,0.0003815048,0.000079617326,0.00041447792,0.5128065],"genre_scores_gemma":[0.9417572,0.0043828865,0.0073035397,0.0052639195,0.00013089973,0.00010492761,0.000042798623,0.000093566145,0.040920194],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440837,0.0025068845,0.000068446294,0.00037938062,0.0010143649,0.0016225808],"domain_scores_gemma":[0.9949732,0.0016573634,0.00032265822,0.00029788207,0.0012574309,0.0014915966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063382452,0.000730115,0.0004955572,0.0015341392,0.03162051,0.008344529,0.0026781238,0.0029270907,0.0068120207],"category_scores_gemma":[0.008599767,0.00034124448,0.000532583,0.0011447247,0.020034129,0.0048003877,0.008847652,0.0052352916,0.0006048045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003641305,0.00017260078,0.0025432871,0.00026408207,0.00001648317,0.00082092476,0.8143395,0.00035325825,0.0013383738,0.08194658,0.02798547,0.07018305],"study_design_scores_gemma":[0.00001883715,0.00005639029,0.0039890213,0.0005347504,0.000033353346,0.0004450108,0.51858896,0.00041809585,0.0010598005,0.014566047,0.46022558,0.0000641415],"about_ca_topic_score_codex":0.8143316,"about_ca_topic_score_gemma":0.92530745,"teacher_disagreement_score":0.8143316,"about_ca_system_score_codex":0.04480667,"about_ca_system_score_gemma":0.09130191,"threshold_uncertainty_score":0.37352365},"labels":[],"label_agreement":null},{"id":"W6958213036","doi":"10.6084/m9.figshare.12555833.v6","title":"Code for: Macrogenetics reveals multifaceted influences of environmental variation on vertebrate population genetic diversity across the Americas","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Vertebrate; Genetic diversity; Population; Genetic variation; Diversity (politics); Variation (astronomy); Biodiversity; Genetic variability","score_opus":0.014785213223685372,"score_gpt":0.23696504750899125,"score_spread":0.22217983428530588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958213036","genre_codex":"dataset","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002418634,0.00009974963,0.028154755,0.00148722,0.0016649388,0.00069685833,0.79997146,0.10148646,0.064019926],"genre_scores_gemma":[0.024239598,0.00036859294,0.07699087,0.0016006551,0.0006473309,0.0037352974,0.5906792,0.1902866,0.11145179],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986468,0.00015038886,0.00017099899,0.00030275324,0.0005254261,0.00020366658],"domain_scores_gemma":[0.98735774,0.0055653257,0.00075452327,0.0018221011,0.003709087,0.0007913925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001651632,0.002188819,0.0018050204,0.0034847453,0.001720914,0.003364065,0.00287289,0.0014548046,0.77010655],"category_scores_gemma":[0.02053461,0.0015075936,0.0020998358,0.0052540917,0.0011711306,0.0034897847,0.0027945335,0.0021456184,0.5210431],"study_design_candidate":"observational","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":[0.00010723457,0.000025509435,0.0011985052,0.0003732631,0.000021109012,0.000057285877,0.00009009789,0.00044750966,0.00097529445,0.0027488922,0.98310757,0.010847628],"study_design_scores_gemma":[0.00063882273,0.00008824072,0.015552815,0.00039447795,0.00003992484,0.00028811258,0.00016442718,0.0032345047,0.004117279,0.013798169,0.96154535,0.00013798951],"about_ca_topic_score_codex":0.0053525777,"about_ca_topic_score_gemma":0.008707531,"teacher_disagreement_score":0.77010655,"about_ca_system_score_codex":0.0016956168,"about_ca_system_score_gemma":0.0018417316,"threshold_uncertainty_score":0.32791507},"labels":[],"label_agreement":null},{"id":"W6959680689","doi":"10.11575/cpai.v6i2","title":"Canadian Perspectives on Academic Integrity, Vol. 6 No. 2 (2023): CPAI 6(2)","year":2023,"lang":"en","type":"article","venue":"University of Calgary","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.006012454845584536,"score_gpt":0.18563344708896207,"score_spread":0.17962099224337752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959680689","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009902295,0.053744886,0.00035185675,0.65357786,0.02229645,0.000057013458,0.0008111477,0.00017649072,0.26799402],"genre_scores_gemma":[0.033715423,0.05293197,0.001953848,0.17758721,0.0074658287,0.000046566336,0.0005847078,0.00018348606,0.7255309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98624504,0.00090031256,0.00040664646,0.0008683964,0.008270136,0.00330952],"domain_scores_gemma":[0.9810846,0.0016467266,0.00045479153,0.0004938745,0.010670952,0.0056490283],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007025923,0.0010411062,0.0008444963,0.0032368859,0.017150568,0.016207227,0.0022806288,0.020152153,0.106746644],"category_scores_gemma":[0.012166502,0.00067936396,0.0009856011,0.0040554414,0.008632617,0.0043479027,0.004655574,0.013248561,0.018449843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016863733,0.000012707022,0.00022040868,0.00013543459,0.000005880025,0.00009577262,0.00029824337,0.000045185414,0.00019596338,0.030008,0.95069486,0.018270567],"study_design_scores_gemma":[0.000004322837,0.000005515889,0.000674172,0.00009720694,0.0000043357804,0.000042270683,0.00033671714,0.00002226916,0.00007786507,0.0016877342,0.9970329,0.000014762792],"about_ca_topic_score_codex":0.7997994,"about_ca_topic_score_gemma":0.89097714,"teacher_disagreement_score":0.97984785,"about_ca_system_score_codex":0.04423468,"about_ca_system_score_gemma":0.18059601,"threshold_uncertainty_score":0.40275925},"labels":[],"label_agreement":null},{"id":"W6991766939","doi":"","title":"Impact of astronomical research from different countries","year":2004,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Astronomer; Subject (documents); Sample (material); Astrometry; Stars","score_opus":0.015886054147794346,"score_gpt":0.2697322527425239,"score_spread":0.2538461985947295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991766939","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":[0.5072025,0.25748813,0.0011683903,0.0065635717,0.0019369185,0.00021396278,0.03202898,0.000381312,0.19301623],"genre_scores_gemma":[0.80271626,0.15114193,0.002709189,0.0010555706,0.0010917329,0.00012905725,0.021649064,0.0002451392,0.019262055],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9819431,0.0041300673,0.0025921587,0.0019143973,0.008287065,0.0011332897],"domain_scores_gemma":[0.9415724,0.020301325,0.012139823,0.004443649,0.017489035,0.0040538097],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009480916,0.00069805706,0.0017952225,0.0385388,0.0010480159,0.008966511,0.000807252,0.0009516635,0.010373492],"category_scores_gemma":[0.0432631,0.00030010464,0.0019369047,0.06146955,0.0008843624,0.002536713,0.004094108,0.00065943954,0.0027655752],"study_design_candidate":"observational","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":[0.001627387,0.00025273242,0.44991755,0.016600063,0.005985267,0.0033063556,0.0029301713,0.004356763,0.005802774,0.012067228,0.031440843,0.4657128],"study_design_scores_gemma":[0.00011915548,0.00034898764,0.78153026,0.0033417838,0.0016353728,0.0017210922,0.003983717,0.00041007946,0.004418588,0.0021828543,0.2002179,0.00009028927],"about_ca_topic_score_codex":0.005628853,"about_ca_topic_score_gemma":0.0055464655,"teacher_disagreement_score":0.9614612,"about_ca_system_score_codex":0.003026439,"about_ca_system_score_gemma":0.0031493248,"threshold_uncertainty_score":0.05014044},"labels":[],"label_agreement":null},{"id":"W7001748594","doi":"","title":"Les oeuvres en libre-accès sur le web et leur place en bibliothèque publique: moyens et modalités d’intégration","year":2018,"lang":"fr","type":"other","venue":"reroDoc Digital Library","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Industrial property; Dominion; Sugar industry","score_opus":0.008433553646974944,"score_gpt":0.2109425616687737,"score_spread":0.20250900802179875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001748594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3373125,0.007431336,0.028551336,0.008077294,0.0002156944,0.00017205611,0.001179475,0.0008127647,0.6162476],"genre_scores_gemma":[0.8048799,0.004411265,0.011047689,0.00050443533,0.00015766671,0.00016046409,0.00094435894,0.0004882203,0.17740609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99193865,0.0024678905,0.00044666382,0.0008436303,0.0034013088,0.0009019308],"domain_scores_gemma":[0.9882565,0.0045968797,0.0011829949,0.0012248914,0.0035799905,0.0011586233],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0046838005,0.00034185726,0.00054071774,0.007299505,0.0042573432,0.017496938,0.0010840022,0.0017224868,0.03974797],"category_scores_gemma":[0.017828813,0.0004395439,0.0005727985,0.013912345,0.003796163,0.013639979,0.0067431056,0.0016511597,0.0068952288],"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":[0.00036111503,0.0002845822,0.059956826,0.0009644624,0.000081033635,0.00077943,0.12511216,0.00096823025,0.0030457943,0.36405775,0.0134110525,0.4309776],"study_design_scores_gemma":[0.000038037433,0.00013648567,0.108978465,0.0015973694,0.00006585141,0.00077520474,0.08845895,0.0016949816,0.0023408532,0.0342223,0.76158255,0.00010891638],"about_ca_topic_score_codex":0.050152715,"about_ca_topic_score_gemma":0.04702813,"teacher_disagreement_score":0.98250306,"about_ca_system_score_codex":0.008153992,"about_ca_system_score_gemma":0.0064500514,"threshold_uncertainty_score":0.13297027},"labels":[],"label_agreement":null},{"id":"W7019306493","doi":"","title":"Fretting wear behaviour of Zn-Ni alloy coatings","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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","keywords":"","score_opus":0.013820988025816012,"score_gpt":0.21159302167300792,"score_spread":0.1977720336471919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019306493","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":[0.9983758,0.00039022075,0.00019630132,0.0000100901125,0.000015063172,0.0000029444438,0.0000897694,0.000024710114,0.0008950474],"genre_scores_gemma":[0.9980883,0.00008178235,0.00013670794,0.000007074154,0.000001912731,0.000001598264,0.00010476825,0.000007063152,0.0015706833],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996557,0.00001699488,0.000017899432,0.000049302726,0.00018850094,0.0000715881],"domain_scores_gemma":[0.9996766,0.00006989103,0.000041307503,0.000043967917,0.0001393643,0.000028955532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014695022,0.00019573944,0.00023866704,0.0003073572,0.00021496337,0.0002578913,0.00039951078,0.00035867814,0.0021198874],"category_scores_gemma":[0.00056619826,0.00014091641,0.00016909862,0.00017778362,0.00016820694,0.00016950755,0.00015059297,0.00028367803,0.00035877628],"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":[0.000330061,0.000030320338,0.0020157886,0.00006002969,0.000013830102,0.00026360396,0.00019435213,0.00072597637,0.9893762,0.00005404762,0.00021907206,0.0067167105],"study_design_scores_gemma":[0.000010289336,0.0004533173,0.04999842,0.000020375724,0.000016612286,0.00040048212,0.00023867012,0.006008421,0.9412831,0.0000340401,0.0015177091,0.000018522485],"about_ca_topic_score_codex":0.0036648035,"about_ca_topic_score_gemma":0.0062260437,"teacher_disagreement_score":0.0036648035,"about_ca_system_score_codex":0.000378421,"about_ca_system_score_gemma":0.000096534466,"threshold_uncertainty_score":0.0072869062},"labels":[],"label_agreement":null},{"id":"W7037273938","doi":"","title":"Documents concernant les ecoles separees du Manitoba.","year":2014,"lang":"fr","type":"article","venue":"QSpace (Queen's University Library)","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Focus (optics); Subject (documents); Set (abstract data type)","score_opus":0.003707079058197153,"score_gpt":0.1610126868871231,"score_spread":0.15730560782892597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037273938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07492113,0.0919759,0.0061748223,0.029434996,0.0034049556,0.0007301914,0.15088794,0.0012375263,0.6412325],"genre_scores_gemma":[0.052873593,0.040010143,0.008319091,0.00082141336,0.00025288755,0.00023573285,0.027704507,0.0003132071,0.8694695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995621,0.00003839033,0.00001905955,0.000042422347,0.00028727172,0.000050773826],"domain_scores_gemma":[0.99871194,0.00024260978,0.000103014994,0.000056092307,0.0007565799,0.00012978142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007012295,0.0004860371,0.0002186086,0.002496393,0.001724451,0.00196202,0.0006095675,0.00047897638,0.063310064],"category_scores_gemma":[0.0016839004,0.0003033292,0.00018518619,0.005909542,0.00075636036,0.00052206183,0.0006995795,0.00068602955,0.00788645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030076824,0.00018944005,0.020818476,0.0031831295,0.00008984591,0.0015162859,0.007015596,0.0011976325,0.018597817,0.01789693,0.5516129,0.37758124],"study_design_scores_gemma":[0.000014875365,0.000015671023,0.043089166,0.00028758092,0.000010015337,0.0001749459,0.0016596009,0.000083406754,0.0023905523,0.0004605195,0.9518007,0.000012948776],"about_ca_topic_score_codex":0.76693517,"about_ca_topic_score_gemma":0.8750132,"teacher_disagreement_score":0.23306483,"about_ca_system_score_codex":0.0074170986,"about_ca_system_score_gemma":0.020347087,"threshold_uncertainty_score":0.46887475},"labels":[],"label_agreement":null},{"id":"W7037580283","doi":"","title":"An electrochemical approach to total organic carbon control in printed circuit board copper sulfate plating baths Part II: Overfall system","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Printed circuit board; Electrochemistry; Plating (geology); Total organic carbon; Copper; Current density; Sulfate","score_opus":0.007066868993749666,"score_gpt":0.17505957314675996,"score_spread":0.1679927041530103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037580283","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":[0.26464602,0.007222872,0.71770126,0.00055745407,0.0004369117,0.0004935998,0.00028539237,0.0026358194,0.0060205986],"genre_scores_gemma":[0.6784899,0.0050133057,0.30041158,0.00028536053,0.00010137312,0.00021994371,0.0002814003,0.00013489868,0.015062223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924004,0.00006658747,0.000034079614,0.00015609029,0.00045327388,0.00005001369],"domain_scores_gemma":[0.9997681,0.000038179878,0.000025750807,0.000041998188,0.00010531724,0.000020596106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029070105,0.0005837882,0.00059647654,0.00035710444,0.00032961022,0.0007112026,0.0013312978,0.0005989704,0.0010166565],"category_scores_gemma":[0.00039659275,0.00029562745,0.0002253882,0.00038717556,0.0004591334,0.00042541453,0.00041519958,0.0007713403,0.000426519],"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":[0.00002957999,0.000025912965,0.00010744068,0.0001072832,0.0000072540547,0.00004900544,0.000027926693,0.00042992932,0.9745387,0.0003879653,0.0001773292,0.02411166],"study_design_scores_gemma":[0.00001431477,0.00020061978,0.00076606474,0.000006299307,0.000012737723,0.00024503167,0.000018025361,0.0066435197,0.98462427,0.00018656641,0.0072700433,0.000012397501],"about_ca_topic_score_codex":0.0016197268,"about_ca_topic_score_gemma":0.0019773506,"teacher_disagreement_score":0.0016197268,"about_ca_system_score_codex":0.0007305315,"about_ca_system_score_gemma":0.0005391265,"threshold_uncertainty_score":0.0053004026},"labels":[],"label_agreement":null},{"id":"W7099153121","doi":"","title":"Professional Experience","year":2014,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Position (finance); Constitutionalism; Government (linguistics)","score_opus":0.0026381285941538208,"score_gpt":0.1958797403952794,"score_spread":0.19324161180112556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099153121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09352507,0.004113455,0.00085595535,0.1368107,0.0018413928,0.00005464203,0.00024659943,0.00006529569,0.76248693],"genre_scores_gemma":[0.49919462,0.0028428577,0.0002535068,0.029640127,0.00075295405,0.000032714255,0.00012838648,0.00007497979,0.46708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919037,0.0018008004,0.00012709381,0.00074235647,0.0023521855,0.0030738437],"domain_scores_gemma":[0.9851869,0.0030226554,0.00034431645,0.0003631894,0.0033792593,0.0077036666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053088577,0.00022100194,0.0003803583,0.0019654639,0.03144136,0.012184102,0.0012694721,0.004859974,0.070692666],"category_scores_gemma":[0.011495539,0.00031483482,0.00025623792,0.0026619493,0.011070787,0.0034729457,0.0039371834,0.005635016,0.0053291665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010299736,0.00054961606,0.008163637,0.00011297147,0.000010895182,0.0011952798,0.14784175,0.00021310798,0.00062231306,0.36121818,0.41046375,0.069505624],"study_design_scores_gemma":[0.000014920765,0.00003098171,0.00444384,0.00010327544,0.0000029976131,0.00022148232,0.054209802,0.00006274087,0.000120947974,0.007543427,0.9332278,0.000017807664],"about_ca_topic_score_codex":0.4301851,"about_ca_topic_score_gemma":0.65295833,"teacher_disagreement_score":0.92930734,"about_ca_system_score_codex":0.03567714,"about_ca_system_score_gemma":0.046977073,"threshold_uncertainty_score":0.8553623},"labels":[],"label_agreement":null},{"id":"W7133205668","doi":"10.2310/derm.1.2005.2072","title":"UNEXPECTED EXPOSURE TO NICKEL IN ELECTROPLATING","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0035059036985692596,"score_gpt":0.19027269870970667,"score_spread":0.1867667950111374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133205668","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":[0.987921,0.0021640102,0.0029386852,0.00034943043,0.00016614937,0.000042814743,0.00007364422,0.000066222965,0.006278092],"genre_scores_gemma":[0.99691004,0.00064515165,0.0005619122,0.00008578824,0.000050469884,0.000005879057,0.00004511777,0.0000087935005,0.001686877],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99977523,0.00004076033,0.000016302474,0.000046477588,0.00008107482,0.00004017956],"domain_scores_gemma":[0.9998381,0.000055571665,0.0000262291,0.000039767277,0.000026940752,0.000013357986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689204,0.00026351103,0.00019129318,0.00032785707,0.0005253014,0.0006210885,0.0003717999,0.00095434976,0.00097141176],"category_scores_gemma":[0.000619538,0.00018075609,0.00020090472,0.00024370897,0.0004020088,0.00031859006,0.00033992587,0.00041126882,0.0003110553],"study_design_candidate":"observational","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":[0.001690604,0.00023032658,0.028906658,0.00032323596,0.00005207166,0.057488248,0.0007145979,0.00023389995,0.87953824,0.00088869437,0.0011771165,0.028756266],"study_design_scores_gemma":[0.000033314347,0.00097155385,0.039381854,0.000032501648,0.00009009873,0.09110897,0.00087139616,0.001129132,0.8494601,0.0014148379,0.01547958,0.000026636282],"about_ca_topic_score_codex":0.0003027121,"about_ca_topic_score_gemma":0.00047971544,"teacher_disagreement_score":0.00097141176,"about_ca_system_score_codex":0.00025443424,"about_ca_system_score_gemma":0.00010094456,"threshold_uncertainty_score":0.0032497048},"labels":[],"label_agreement":null},{"id":"W7133370047","doi":"","title":"Mechanical and wear characterization of electroless nickel mono and bilayers and high boron-mid phosphorous electroless nickel duplex coatings","year":2016,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Beef Cattle Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Electroless deposition; Duplex (building); Nickel; Characterization (materials science); Electroless plating","score_opus":0.004030293876195613,"score_gpt":0.18579785329771376,"score_spread":0.18176755942151815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133370047","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":[0.9986228,0.00022826392,0.0005397365,0.000012590018,0.000013775768,0.000005021698,0.000091858026,0.000020550688,0.0004653334],"genre_scores_gemma":[0.99685067,0.000095992975,0.000931018,0.000011311421,0.0000029954165,0.0000066707926,0.00011821443,0.000009379018,0.0019738432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997502,0.000013274801,0.000018444585,0.00004503116,0.00013539522,0.000037629678],"domain_scores_gemma":[0.99973994,0.000027455246,0.000043125987,0.000038978327,0.00011987967,0.00003061061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018439173,0.00017066437,0.00021080005,0.00031301306,0.00020961752,0.00027532424,0.00031471596,0.0002896106,0.0009940895],"category_scores_gemma":[0.00043514415,0.0001632141,0.0001366234,0.00016313864,0.00018439401,0.00020695517,0.0002046819,0.00017460126,0.00017008782],"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":[0.000085449625,0.0000063818807,0.000353652,0.000019659019,0.0000031586212,0.000028018136,0.00003270274,0.000046573543,0.99822766,0.000019180648,0.000037254213,0.0011402137],"study_design_scores_gemma":[0.000009405925,0.00028928134,0.014413978,0.0000058487667,0.000013400401,0.00014905448,0.00010049659,0.0013281924,0.9824279,0.000014491818,0.0012394491,0.000008562445],"about_ca_topic_score_codex":0.0013068832,"about_ca_topic_score_gemma":0.0028038332,"teacher_disagreement_score":0.0013068832,"about_ca_system_score_codex":0.00021856485,"about_ca_system_score_gemma":0.00012592043,"threshold_uncertainty_score":0.003325522},"labels":[],"label_agreement":null},{"id":"W7133375484","doi":"","title":"The tin stabilization effect on the microstructure, corrosion and wear resistance of electroless NiB coatings","year":2019,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Beef Cattle Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Tin; Corrosion; Wear resistance; Coating; Electroless deposition","score_opus":0.0035219222884904007,"score_gpt":0.18531228202187533,"score_spread":0.18179035973338492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133375484","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":[0.99384016,0.002696685,0.0010926778,0.00003943289,0.00004069643,0.00000681686,0.00004070535,0.000023750988,0.0022192101],"genre_scores_gemma":[0.99672997,0.00059350615,0.00039047227,0.000013351685,0.0000068694508,0.0000035914331,0.000035745685,0.000008966223,0.002217525],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986184,0.000011804299,0.000006968795,0.00002940555,0.000067501474,0.000022513554],"domain_scores_gemma":[0.9998919,0.000019098525,0.000025579177,0.0000123476675,0.00004240083,0.00000859873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013297978,0.00017039216,0.00015045374,0.0001511742,0.0001618105,0.00030936865,0.0003026492,0.00023386118,0.0009256908],"category_scores_gemma":[0.00034410163,0.0001973624,0.00009539554,0.00011319745,0.00021206039,0.00022195136,0.00015291334,0.00020810244,0.00018294466],"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":[0.00014288213,0.000012134768,0.00040355272,0.000062294035,0.0000050499493,0.000035847243,0.000047306312,0.00015039624,0.99436486,0.00022850689,0.000076443124,0.004470753],"study_design_scores_gemma":[0.0000075524995,0.000120134486,0.00764199,0.0000069928324,0.000014715583,0.00006170826,0.00003120064,0.0018211284,0.988884,0.00004347789,0.0013605623,0.000006572755],"about_ca_topic_score_codex":0.0020540056,"about_ca_topic_score_gemma":0.0033691158,"teacher_disagreement_score":0.0020540056,"about_ca_system_score_codex":0.00031541198,"about_ca_system_score_gemma":0.00011832673,"threshold_uncertainty_score":0.0040840507},"labels":[],"label_agreement":null},{"id":"W7133385627","doi":"","title":"Increase of boron content in electroless nickel-boron coating by modification of plating conditions","year":2017,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"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":"Beef Cattle Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Coating; Boron; Plating (geology); Electroless plating; Boron carbide; Deposition (geology)","score_opus":0.01310374281769771,"score_gpt":0.24170501006921988,"score_spread":0.22860126725152216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133385627","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":[0.99325436,0.0013934787,0.0016888275,0.00004451539,0.000062184714,0.000010415424,0.00015492269,0.00008627196,0.0033050145],"genre_scores_gemma":[0.996223,0.00043161877,0.0011113383,0.000020109028,0.000007984711,0.000009339473,0.000121868194,0.00002260481,0.0020521865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999851,0.000013629317,0.000012327749,0.000035026973,0.00004495867,0.000043114167],"domain_scores_gemma":[0.99988735,0.000025666102,0.00003155552,0.0000118514345,0.000028162554,0.00001545459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012036546,0.0003171654,0.00017501814,0.00018589206,0.0001633589,0.00025329206,0.00028802344,0.00036096803,0.0016384098],"category_scores_gemma":[0.0002717426,0.00018182333,0.0001361116,0.00015436603,0.00014419494,0.00023253047,0.00014607246,0.0002457865,0.0002875833],"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":[0.00020730084,0.000008420261,0.00006384904,0.00005699099,0.000003844851,0.000026410673,0.00002006541,0.0000518436,0.9983658,0.00005042318,0.000040727602,0.0011043667],"study_design_scores_gemma":[0.00000428061,0.000059483827,0.00049228827,0.0000032760033,0.0000049480896,0.0000143718225,0.00001030827,0.00021500584,0.9988267,0.000007076343,0.0003595484,0.000002595774],"about_ca_topic_score_codex":0.0012369374,"about_ca_topic_score_gemma":0.0021813314,"teacher_disagreement_score":0.0016384098,"about_ca_system_score_codex":0.00023593799,"about_ca_system_score_gemma":0.00014658789,"threshold_uncertainty_score":0.0054810643},"labels":[],"label_agreement":null},{"id":"W835453570","doi":"10.1149/ma2011-01/13/1013","title":"Electrodeposition of Organic-Inorganic Films for Biomedical Applications","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","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":"McMaster University","funders":"","keywords":"Materials science; Nanotechnology; Chemical engineering; Engineering","score_opus":0.009110910602642257,"score_gpt":0.206569143179314,"score_spread":0.19745823257667172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W835453570","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":[0.5997638,0.14920123,0.13981022,0.0043748966,0.00833614,0.00080035935,0.005731285,0.0016582551,0.09032378],"genre_scores_gemma":[0.83848524,0.036964692,0.04438275,0.0008992771,0.0006021676,0.00020475672,0.0036716566,0.00018037831,0.074609205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998153,0.000011782313,0.000010405989,0.00004204193,0.00009380541,0.00002668744],"domain_scores_gemma":[0.99991274,0.000031569474,0.000010210074,0.00000951966,0.000024635876,0.000011290804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370521,0.00051076204,0.00032352345,0.00023332599,0.00018820469,0.0003272893,0.00059777586,0.00054940535,0.0060770554],"category_scores_gemma":[0.0003479561,0.00019403601,0.00021980621,0.00025808762,0.000119927245,0.0002927852,0.00020864104,0.00046460127,0.0016511369],"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":[0.000036870082,0.000010363398,0.000018736222,0.00019143139,0.0000060059283,0.00004293621,0.0000038512317,0.000022114655,0.9933577,0.00013224754,0.0006070226,0.0055706366],"study_design_scores_gemma":[0.000010229533,0.00008582884,0.000423738,0.000017176886,0.000013875977,0.00009295847,0.000006205105,0.00026722153,0.9851961,0.000057737943,0.013826423,0.0000024810965],"about_ca_topic_score_codex":0.00043810176,"about_ca_topic_score_gemma":0.0011450093,"teacher_disagreement_score":0.0060770554,"about_ca_system_score_codex":0.00025226103,"about_ca_system_score_gemma":0.00018240121,"threshold_uncertainty_score":0.020329773},"labels":[],"label_agreement":null},{"id":"W857682186","doi":"10.1016/j.matdes.2015.06.159","title":"Insight of the interface of electroless Ni–P/SiC composite coating on aluminium alloy, LM24","year":2015,"lang":"en","type":"article","venue":"Materials & Design","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":12,"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":"Queen's University; Queen's University Belfast","keywords":"Materials science; Aluminium; Composite number; Alloy; Metallurgy; Coating; Interface (matter); Composite material","score_opus":0.018199617936202964,"score_gpt":0.23885403982455863,"score_spread":0.22065442188835566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W857682186","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":[0.9469167,0.0023700201,0.020829268,0.00040926127,0.00010458236,0.000028133492,0.0004261427,0.00034937533,0.028566567],"genre_scores_gemma":[0.99041134,0.00027203327,0.0042783762,0.000061584054,0.000010399647,0.000007811933,0.00015349197,0.00002130713,0.004783719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999094,0.000003689786,0.0000022976699,0.000015234112,0.000053591557,0.000015821148],"domain_scores_gemma":[0.9999615,0.000008099937,0.0000080893315,0.0000053920535,0.00001203329,0.000004911146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000805464,0.00020631052,0.0001316058,0.00026445434,0.00026994973,0.00033571495,0.00048164674,0.00051850115,0.003164989],"category_scores_gemma":[0.00011368803,0.00014132481,0.00018552624,0.00014258949,0.00021747038,0.00035938135,0.00016203948,0.0004143874,0.0003627491],"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":[0.0000944765,0.000016813201,0.00033981114,0.000104168954,0.000006276161,0.00033448366,0.00006919237,0.0004156681,0.9926468,0.0015546593,0.0003680442,0.0040495615],"study_design_scores_gemma":[0.000017397078,0.0001926042,0.016226282,0.000020491341,0.00003475809,0.0011326413,0.0003340266,0.03220154,0.9398372,0.0010972661,0.008883661,0.00002220806],"about_ca_topic_score_codex":0.0011674011,"about_ca_topic_score_gemma":0.0017195147,"teacher_disagreement_score":0.003164989,"about_ca_system_score_codex":0.00028685463,"about_ca_system_score_gemma":0.00014410217,"threshold_uncertainty_score":0.010587931},"labels":[],"label_agreement":null},{"id":"W996016333","doi":"10.1007/978-3-662-46842-5_4","title":"Electroforming as a New Method for Fabricating Degradable Pure Iron Stent","year":2015,"lang":"en","type":"book-chapter","venue":"Springer series in biomaterials science and engineering","topic":"Electrodeposition and Electroless Coatings","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":"Université Laval","funders":"","keywords":"Electroforming; Materials science; Corrosion; Metallurgy; Dissolution; Stent; Electrolyte; Layer (electronics); Composite material; Surgery; Electrode; Medicine; Engineering","score_opus":0.013769327704154625,"score_gpt":0.24573711836750314,"score_spread":0.23196779066334852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W996016333","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":[0.52711374,0.07921194,0.3306731,0.0011020836,0.0020619135,0.00024200931,0.00022327006,0.0013513573,0.058020607],"genre_scores_gemma":[0.7698253,0.021665644,0.15677385,0.00052064314,0.00041725996,0.00008685475,0.00019221113,0.0003056911,0.05021255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984384,0.00001054141,0.000010482044,0.000028919061,0.00009204695,0.000014139785],"domain_scores_gemma":[0.9999503,0.000017770455,0.0000114858185,0.000008016757,0.000008839753,0.0000036780968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020232708,0.00032944215,0.000244643,0.0003941707,0.00014526767,0.00031255087,0.00028894868,0.0004125027,0.000918173],"category_scores_gemma":[0.00015494927,0.00027576167,0.00030105692,0.00024262577,0.0003034741,0.00054730475,0.0002562582,0.0005324886,0.00049877854],"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":[0.000013900089,0.000016296633,0.00003458351,0.0001206235,0.000005076207,0.00011848395,0.000049538405,0.00015481704,0.97386724,0.00086124917,0.00045179858,0.024306316],"study_design_scores_gemma":[0.000007921216,0.00013812784,0.00078801863,0.000019209778,0.000015728676,0.0011134836,0.000015097094,0.0018728278,0.9673275,0.00031125007,0.028377933,0.00001300519],"about_ca_topic_score_codex":0.00010822734,"about_ca_topic_score_gemma":0.00041780117,"teacher_disagreement_score":0.000918173,"about_ca_system_score_codex":0.00016195775,"about_ca_system_score_gemma":0.00009603315,"threshold_uncertainty_score":0.0030716062},"labels":[],"label_agreement":null}]}