{"meta":{"query_hash":"91740bbd6be3","filters":{"venue":"Dian hua xue/Dian huaxue"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/91740bbd6be3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Dian+hua+xue%2FDian+huaxue"},"results":[{"id":"W2353927700","doi":"10.61558/2993-074x.1843","title":"Electrochemical Behavor of Zinc-Indium Alloy Electrodes in Concentrated Alkaline Solution","year":2007,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Advanced battery technologies research","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":"Teck (Canada)","funders":"","keywords":"Indium; Alloy; Zinc; Electrochemistry; Electrode; Materials science; Current density; Polarization (electrochemistry); Anode; Dissolution; Inorganic chemistry; Metallurgy; Chemistry","score_opus":0.011123438834523857,"score_gpt":0.262970192790324,"score_spread":0.25184675395580014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353927700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907053,0.0026514074,0.0045985216,0.000135906,0.00004829476,0.00002247537,0.00022208282,0.000070847076,0.001545153],"genre_scores_gemma":[0.9935556,0.0013193254,0.0033813776,0.00005232155,0.000019449337,0.00002101471,0.00017458972,0.000008502621,0.0014678526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996425,0.00005012338,0.000022728309,0.00006253478,0.00017377103,0.000048330232],"domain_scores_gemma":[0.9997812,0.000069225935,0.000031015275,0.000019715677,0.00008161772,0.000017262602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029224946,0.0004172253,0.00049330323,0.00036953238,0.00024627583,0.00038483835,0.00065501424,0.00057973573,0.00059452606],"category_scores_gemma":[0.0005721446,0.00023987067,0.00025030988,0.0005700943,0.00030314215,0.00034468257,0.00020762005,0.0006608596,0.00020717156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067433895,0.000011464422,0.00024777028,0.000080024765,0.0000110572055,0.00007254927,0.000083235915,0.00010844401,0.9967663,0.0000849833,0.000028167036,0.0024384141],"study_design_scores_gemma":[0.000008288813,0.000094685645,0.0016796627,0.000009599497,0.000018063214,0.00008078096,0.00008296773,0.0016356562,0.9957688,0.000063358675,0.00055055664,0.000007647119],"about_ca_topic_score_codex":0.0015800912,"about_ca_topic_score_gemma":0.0024045908,"teacher_disagreement_score":0.0015800912,"about_ca_system_score_codex":0.0003258388,"about_ca_system_score_gemma":0.00018869955,"threshold_uncertainty_score":0.0031418204},"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":"W4387401242","doi":"10.61558/2993-074x.1688","title":"Electrochemistry and Structures of Silicon Surface","year":2006,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Silicon and Solar Cell Technologies","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":"Teck (Canada)","funders":"","keywords":"Silicon; Wafer; Nanotechnology; Materials science; Etching (microfabrication); Micrometer; Surface finish; Surface roughness; Fabrication; Electrochemistry; Dissolution; Engineering physics; Optoelectronics; Chemistry; Engineering; Mechanical engineering; Chemical engineering; Metallurgy; Electrode; Composite material; Layer (electronics)","score_opus":0.003305156002083634,"score_gpt":0.17043322066257513,"score_spread":0.1671280646604915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387401242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5217377,0.09143772,0.054019712,0.0027774929,0.00065964035,0.000072603594,0.0009057638,0.00024425334,0.32814515],"genre_scores_gemma":[0.87653065,0.025436144,0.013071893,0.00048648444,0.00013313614,0.000049563896,0.00080292445,0.000055728895,0.08343358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999899,0.0000073408087,0.0000036388155,0.000025364865,0.00005244471,0.00001205958],"domain_scores_gemma":[0.99997044,0.000008597963,0.0000042840647,0.0000032073929,0.000011258551,0.0000022091208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008425676,0.00014583407,0.00011256389,0.0002268603,0.00019052665,0.0006150083,0.00030765947,0.00042520347,0.0023707477],"category_scores_gemma":[0.00011549974,0.00016412379,0.000098189055,0.00025071853,0.00036361936,0.0005347866,0.00020555613,0.00038372373,0.0005995247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007345802,0.00003625331,0.00071894494,0.00057073287,0.000016412581,0.0004529797,0.00039719327,0.0020199572,0.793983,0.124463215,0.0033902018,0.0738778],"study_design_scores_gemma":[0.000016252792,0.00018475554,0.004800265,0.00005709281,0.000013181746,0.0014509155,0.00030236994,0.0064309365,0.80278015,0.036186725,0.14774893,0.00002834886],"about_ca_topic_score_codex":0.00023893756,"about_ca_topic_score_gemma":0.00034982176,"teacher_disagreement_score":0.0023707477,"about_ca_system_score_codex":0.00040630673,"about_ca_system_score_gemma":0.00014312634,"threshold_uncertainty_score":0.007930934},"labels":[],"label_agreement":null},{"id":"W4387401853","doi":"10.61558/2993-074x.2610","title":"In situ PM-IRRAS Studies of a Floating Bilayer Lipid Membrane at Au(111) Electrode Surface","year":2012,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Bilayer; Chemistry; Monolayer; Lipid bilayer; Membrane; Electrode; Adsorption; Self-assembled monolayer; Crystallography; Analytical Chemistry (journal); Organic chemistry; Physical chemistry","score_opus":0.0212716423912358,"score_gpt":0.2920708250043941,"score_spread":0.2707991826131583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387401853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99056983,0.0010051527,0.006048478,0.00014408084,0.000036919166,0.000013146358,0.00013609855,0.000118616954,0.0019276685],"genre_scores_gemma":[0.990274,0.0010453503,0.006583533,0.00007348942,0.000022499204,0.00003141022,0.00013609813,0.000027917893,0.0018056608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985015,0.000029288165,0.000006544784,0.000042669417,0.00004203201,0.00002921371],"domain_scores_gemma":[0.9998983,0.000036009067,0.00002521012,0.000010090497,0.000022172253,0.000008248137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018181588,0.00046951103,0.00028596388,0.00015063633,0.00021230943,0.00024587134,0.0004120745,0.00040975472,0.001026214],"category_scores_gemma":[0.00019434004,0.00022745982,0.00027657632,0.00016653983,0.00023733503,0.0004144686,0.00030332225,0.0006137216,0.00039109678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021995083,0.0000052064547,0.000052368032,0.000025451704,0.0000034957316,0.000051764295,0.000031070827,0.000042735184,0.99912006,0.000036451587,0.000019976089,0.0005894816],"study_design_scores_gemma":[0.0000025329164,0.00005843831,0.0005568039,0.0000022310273,0.000005616922,0.00006457123,0.000038899583,0.0007315173,0.9981552,0.000026839803,0.0003534758,0.00000397096],"about_ca_topic_score_codex":0.00033743598,"about_ca_topic_score_gemma":0.00031638832,"teacher_disagreement_score":0.001026214,"about_ca_system_score_codex":0.00020634336,"about_ca_system_score_gemma":0.000059867147,"threshold_uncertainty_score":0.0034330487},"labels":[],"label_agreement":null},{"id":"W4387401874","doi":"10.61558/2993-074x.2622","title":"Kinetic Study of Photoelectrochemical Oxidation of Lignin Model Compounds on TiO&lt;sub&gt;2&lt;/sub&gt; Nanotubes","year":2012,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electrochemical Analysis and Applications","field":"Chemistry","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":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scanning electron microscope; Electrochemistry; Scanning electrochemical microscopy; Absorbance; Density functional theory; Reactivity (psychology); Aqueous solution; Photoelectrochemistry; Materials science; Chemistry; Photochemistry; Physical chemistry; Electrode; Computational chemistry","score_opus":0.012899917776680326,"score_gpt":0.23801490811159906,"score_spread":0.22511499033491875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387401874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229604,0.0013251338,0.004942818,0.000050772313,0.000015106114,0.00001226737,0.00013565767,0.000026166024,0.0011960103],"genre_scores_gemma":[0.9962829,0.0005582686,0.001854476,0.0000126044,0.000005069766,0.000009706793,0.00012010886,0.0000063049083,0.001150489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999244,0.000007594681,0.0000035442174,0.000019244828,0.000031162162,0.000014032619],"domain_scores_gemma":[0.9999298,0.000020927306,0.000017713326,0.0000043114906,0.000021468599,0.0000056938934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121674435,0.00015558588,0.00012891686,0.00012369451,0.00009943356,0.00015532383,0.00019128242,0.00023521944,0.0006888512],"category_scores_gemma":[0.00019176124,0.00008277959,0.00016741616,0.00014405463,0.000066249464,0.0002627208,0.00005655815,0.00018427028,0.00018631085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048992486,0.000022024617,0.0006152323,0.00007250522,0.00000976213,0.00005137572,0.000019988953,0.0005750785,0.9952153,0.00015833968,0.000042252374,0.0031692379],"study_design_scores_gemma":[0.0000028288682,0.000063148706,0.0027453066,0.000003852588,0.000009594574,0.000053474552,0.000026445883,0.010323447,0.9861136,0.000050687388,0.00060310436,0.000004505197],"about_ca_topic_score_codex":0.0010326323,"about_ca_topic_score_gemma":0.0009566744,"teacher_disagreement_score":0.0010326323,"about_ca_system_score_codex":0.00022879882,"about_ca_system_score_gemma":0.000082463026,"threshold_uncertainty_score":0.0023044348},"labels":[],"label_agreement":null},{"id":"W4387417710","doi":"10.61558/2993-074x.3354","title":"Comparative Study of Nanoporous Pt, PtRu and PtRuIr Catalysts Using Electrochemical FTIR Spectroscopy","year":2010,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electrocatalysts for Energy Conversion","field":"Energy","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":"Lakehead University","funders":"","keywords":"Nanoporous; X-ray photoelectron spectroscopy; Fourier transform infrared spectroscopy; Catalysis; Materials science; Electrochemistry; Chemical engineering; Scanning electron microscope; Methanol; Nuclear chemistry; Electrode; Chemistry; Nanotechnology; Physical chemistry; Composite material; Organic chemistry","score_opus":0.013959259832707854,"score_gpt":0.267641173992745,"score_spread":0.25368191416003716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387417710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888854,0.0027974814,0.0056726173,0.00008489188,0.0000307644,0.000020269206,0.00035517634,0.00011393543,0.0020395203],"genre_scores_gemma":[0.9915937,0.0011364655,0.0055602114,0.00003392602,0.000009420384,0.000017850936,0.00033321953,0.000026592392,0.0012885819],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962795,0.000039565442,0.00004419168,0.00007027614,0.0001713486,0.00004663478],"domain_scores_gemma":[0.9997627,0.00009800626,0.000044437576,0.00001789179,0.00005801304,0.000018918956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476108,0.00032561613,0.00042208377,0.00076180586,0.00021296937,0.0003009163,0.00048535792,0.0005739428,0.001012722],"category_scores_gemma":[0.00061511766,0.00023436184,0.00037620869,0.00038602916,0.00021634305,0.0005199497,0.00018330435,0.00034085184,0.0002463935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057809048,0.000012318615,0.00018421399,0.00007341824,0.000013566885,0.000060581515,0.000025154908,0.0001698814,0.9970599,0.000071669165,0.000024146224,0.002247348],"study_design_scores_gemma":[0.000003897018,0.00008297587,0.0012346385,0.0000047370995,0.000016680824,0.00017134807,0.00002828051,0.0019193097,0.99604684,0.00003370101,0.00045130562,0.0000062730455],"about_ca_topic_score_codex":0.00070762215,"about_ca_topic_score_gemma":0.0012234336,"teacher_disagreement_score":0.001012722,"about_ca_system_score_codex":0.00024487963,"about_ca_system_score_gemma":0.00010721556,"threshold_uncertainty_score":0.0033878684},"labels":[],"label_agreement":null},{"id":"W4411751895","doi":"10.61558/2993-074x.3528","title":"PM IRRAS Studies of Organized Molecular Films at a Gold Electrode Surface","year":2025,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Materials science; Surface (topology); Nanotechnology; Chemistry; Physical chemistry; Mathematics; Geometry","score_opus":0.011345268994682797,"score_gpt":0.296903938802691,"score_spread":0.2855586698080082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411751895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97352165,0.0017302675,0.018500417,0.00019482698,0.00007735194,0.000035717596,0.00024528045,0.00027900466,0.005415459],"genre_scores_gemma":[0.9819479,0.0019124323,0.0119286915,0.00011055254,0.000047932404,0.000069525675,0.0002633262,0.00006150852,0.003658261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983,0.000026580086,0.000006920795,0.00005284957,0.000057473575,0.00002623069],"domain_scores_gemma":[0.99986315,0.000047954643,0.000032345502,0.000021212354,0.00002786804,0.0000074973273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018138005,0.00046961868,0.00023047112,0.00022052204,0.00024652298,0.00026347433,0.0005309691,0.0003318419,0.0014427444],"category_scores_gemma":[0.00023119235,0.00020765033,0.00021037656,0.00021103452,0.00022183076,0.0003825577,0.00031743222,0.0008053074,0.00033148934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028661403,0.000015235971,0.000085685555,0.000053480155,0.000008067638,0.0000764975,0.000051548574,0.00009341953,0.9975063,0.00016104175,0.00006495026,0.0018551162],"study_design_scores_gemma":[0.0000054473257,0.00011247466,0.00090338016,0.0000056930144,0.000008616772,0.00009300046,0.00005556712,0.001195205,0.9965275,0.0000777836,0.0010104438,0.000004870143],"about_ca_topic_score_codex":0.00024128593,"about_ca_topic_score_gemma":0.00034503292,"teacher_disagreement_score":0.0014427444,"about_ca_system_score_codex":0.00021022838,"about_ca_system_score_gemma":0.00006695847,"threshold_uncertainty_score":0.0048264265},"labels":[],"label_agreement":null},{"id":"W4416817371","doi":"10.61558/2993-074x.3572","title":"Development of a Digestion Procedure Using Fe&lt;sup&gt;2+&lt;/sup&gt; Ions for Electrochemical Detection of MnO&lt;sub&gt;2&lt;/sub&gt; Particles in Drinking Water","year":2025,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Digestion (alchemy); Detection limit; Manganese; Particulates; Reproducibility; Stoichiometry; Electrochemistry","score_opus":0.010450594098205063,"score_gpt":0.2374931311997118,"score_spread":0.22704253710150674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416817371","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":[0.42646343,0.0036461644,0.5601743,0.00069743034,0.00040138722,0.00090725464,0.001028365,0.00127528,0.005406363],"genre_scores_gemma":[0.40733904,0.0030694483,0.581139,0.0005465721,0.00007168803,0.0010818392,0.0014243866,0.00020517879,0.0051228995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939036,0.00010066312,0.000080326616,0.0001755951,0.00020630399,0.00004677646],"domain_scores_gemma":[0.99967194,0.00010674748,0.000059622234,0.000039483577,0.00010571091,0.000016543081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082523987,0.00082831073,0.00051362516,0.0004224817,0.0002501417,0.00028214086,0.0005957533,0.00078315515,0.0010929175],"category_scores_gemma":[0.0008223977,0.0005080315,0.00040159165,0.00026829963,0.00035407432,0.0004233761,0.0002732711,0.00087472604,0.0008216911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019933948,0.000013251358,0.00012536702,0.00008052933,0.0000064233436,0.00004007502,0.000018474591,0.000073091425,0.995439,0.00007348731,0.00008467667,0.004025705],"study_design_scores_gemma":[0.000007883238,0.00011736189,0.0015490854,0.000015788873,0.000015409056,0.00020546762,0.00001985393,0.0014389596,0.9922131,0.000057793855,0.00434655,0.000012771644],"about_ca_topic_score_codex":0.0006245971,"about_ca_topic_score_gemma":0.0022048894,"teacher_disagreement_score":0.0010929175,"about_ca_system_score_codex":0.00023529325,"about_ca_system_score_gemma":0.00033030385,"threshold_uncertainty_score":0.0043643713},"labels":[],"label_agreement":null}]}