{"meta":{"query_hash":"8d42dd818a15","filters":{"venue":"International Journal of Electrochemistry"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/8d42dd818a15","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Electrochemistry"},"results":[{"id":"W1970990630","doi":"10.4061/2011/485194","title":"Selective Electrocatalytic Hydrogenation of Linolenic Acid on<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mtext>Pd</mml:mtext><mml:mo>/</mml:mo><mml:msub><mml:mtext>Al</mml:mtext><mml:mn mathvariant=\"bold\">2</mml:mn></mml:msub><mml:msub><mml:mtext>O</mml:mtext><mml:mn mathvariant=\"bold\">3</mml:mn></mml:msub></mml:math>and<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mtext>Pd-Co</mml:mtext><mml:mo>/</mml:mo><mml:msub><mml:mtext>Al</mml:mtext><mml:mn mathvariant=\"bold\">2</mml:mn></mml:msub><mml:msub><mml:mtext>O</mml:mtext><mml:mn mathvariant=\"bold\">3</mml:mn></mml:msub></mml:math>Catalysts","year":2011,"lang":"en","type":"article","venue":"International Journal of Electrochemistry","topic":"Catalysis for Biomass Conversion","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":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Derivatization; Catalysis; Linolenic acid; Adsorption; Linoleic acid; Electrolysis; Chemistry; Electrochemistry; Polyunsaturated fatty acid; Yield (engineering); Selectivity; Nuclear chemistry; Fatty acid; Organic chemistry; Materials science; High-performance liquid chromatography; Electrolyte; Physical chemistry; Electrode; Metallurgy","score_opus":0.012359673963826345,"score_gpt":0.22970722416042014,"score_spread":0.2173475501965938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970990630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78362095,0.008592025,0.006302594,0.0026238821,0.010522429,0.00066279894,0.0042231083,0.0022477703,0.18120444],"genre_scores_gemma":[0.95480716,0.007281675,0.0057409196,0.0041537397,0.007450797,0.0042595165,0.01011521,0.0048178993,0.0013730555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.95414233,0.0020337398,0.01107916,0.008832516,0.012804205,0.011108021],"domain_scores_gemma":[0.9650468,0.005217536,0.012513653,0.009023484,0.0023165653,0.0058819274],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009139304,0.0062769246,0.0030719512,0.004657629,0.0063327933,0.006474831,0.01317432,0.011197981,0.13712922],"category_scores_gemma":[0.0058640377,0.010822675,0.009666192,0.0069259848,0.005969773,0.008338434,0.007331345,0.011413495,0.009480551],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01074213,0.0033226209,0.00008034524,0.0048094415,0.01577237,0.008526256,0.00587549,0.0042962097,0.109948546,0.53192765,0.2975892,0.007109724],"study_design_scores_gemma":[0.009460663,0.005324963,0.00023604638,0.005159119,0.007954871,0.016278869,0.0036438333,0.07383121,0.8538024,0.0020890958,0.013643737,0.008575183],"about_ca_topic_score_codex":0.0041267676,"about_ca_topic_score_gemma":0.0037588782,"teacher_disagreement_score":0.74385387,"about_ca_system_score_codex":0.0005813513,"about_ca_system_score_gemma":0.008429526,"threshold_uncertainty_score":0.9971918},"labels":[],"label_agreement":null},{"id":"W2052582511","doi":"10.4061/2011/404605","title":"Some Applications of Bayes' Rule in Probability Theory to Electrocatalytic Reaction Engineering","year":2011,"lang":"en","type":"article","venue":"International Journal of Electrochemistry","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Prior probability; Bayes' theorem; Posterior probability; Bayesian probability; Conditional probability; Probability distribution; Empirical probability; Bayes factor; Range (aeronautics); Electrocatalyst; Bayesian hierarchical modeling; Chain rule (probability); Law of total probability; Computer science; Mathematics; Statistics; Chemistry; Materials science; Electrode","score_opus":0.012927208168653486,"score_gpt":0.24133640813625418,"score_spread":0.2284091999676007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052582511","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23238984,0.00013480165,0.7668865,0.00013536745,0.000079974365,0.00005009439,7.729308e-7,0.000015644064,0.0003070525],"genre_scores_gemma":[0.9752561,0.000021044465,0.024520822,0.00004838237,0.00011531931,0.000010744186,0.0000010332326,0.00000479876,0.000021783404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990388,0.000014957876,0.00039482725,0.00014684269,0.0002617789,0.00014278959],"domain_scores_gemma":[0.99914336,0.00005076847,0.00019945376,0.0001773143,0.00036002698,0.00006905087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041922496,0.00008237452,0.00012674736,0.00015707956,0.000010174224,0.000019044839,0.00088545796,0.000048482183,0.000005291296],"category_scores_gemma":[0.00011890886,0.00008231736,0.000062073486,0.0002024091,0.000013784274,0.00028655512,0.000057038967,0.00023279256,0.0000027863714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007075293,0.00020214009,0.00022405312,0.000018186307,0.000050490344,0.000006959298,0.00031160482,0.00017149416,0.94885945,0.040128607,0.0000132592695,0.009942991],"study_design_scores_gemma":[0.0001868312,0.00007181779,0.001154731,0.000068114874,0.0000062601707,0.00013353817,0.000010854807,0.0015212803,0.8461203,0.15057679,0.000043815122,0.000105654995],"about_ca_topic_score_codex":0.0000064506885,"about_ca_topic_score_gemma":6.849657e-7,"teacher_disagreement_score":0.7428662,"about_ca_system_score_codex":0.0001450915,"about_ca_system_score_gemma":0.00014220877,"threshold_uncertainty_score":0.33568045},"labels":[],"label_agreement":null},{"id":"W2895623852","doi":"10.1155/2018/4705031","title":"Electrochemical Analysis of Ultrathin Polythiolsiloxane Films for Surface Biomodification","year":2018,"lang":"en","type":"article","venue":"International Journal of Electrochemistry","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Division of Materials Research; York University; New York University; National Science Foundation","keywords":"Materials science; Amine gas treating; Polymer; Electrochemistry; Nanometre; Polymer chemistry; Chemical engineering; Surface modification; Thermal stability; Phenylene; Chemistry; Organic chemistry; Composite material; Physical chemistry; Electrode","score_opus":0.013410898595078906,"score_gpt":0.3085478815654782,"score_spread":0.2951369829703993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895623852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592885,0.00007784089,0.03994445,0.00020686844,0.00023959103,0.000047857877,0.000056684457,0.000010940181,0.0001273086],"genre_scores_gemma":[0.9954465,0.000019416057,0.004022555,0.00005606985,0.00028299334,0.0000025065244,0.000082720784,0.000008275776,0.00007893321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985869,0.000018893568,0.00059244566,0.00016604325,0.00046872106,0.00016698921],"domain_scores_gemma":[0.9974236,0.00009863897,0.0006283889,0.00013368159,0.0016495152,0.00006618251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036797422,0.00010513706,0.00024325469,0.00015227999,0.000038630074,0.00003935701,0.00042925717,0.000091513146,0.0005344869],"category_scores_gemma":[0.00018904037,0.00009665768,0.00026508523,0.000290265,0.000094798124,0.00014751987,0.000019289875,0.00010570179,0.0000041817802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003946478,0.0001310317,0.00023113796,0.00000518455,0.00006738507,9.764461e-7,0.0000750278,0.000011596825,0.9983822,0.000095773794,0.0005176085,0.000087399385],"study_design_scores_gemma":[0.00037025494,0.00021953172,0.00015564458,0.00002511312,0.0002581468,0.00004909462,0.000038199516,0.00058696413,0.99790615,0.00017415002,0.00012568191,0.000091058515],"about_ca_topic_score_codex":0.0000033481601,"about_ca_topic_score_gemma":0.0000017694854,"teacher_disagreement_score":0.03615807,"about_ca_system_score_codex":0.00009254367,"about_ca_system_score_gemma":0.000120924306,"threshold_uncertainty_score":0.5852257},"labels":[],"label_agreement":null},{"id":"W2902921594","doi":"10.1155/2018/5919874","title":"An Investigation of Direct Hydrocarbon (Propane) Fuel Cell Performance Using Mathematical Modeling","year":2018,"lang":"en","type":"article","venue":"International Journal of Electrochemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Australian Government; Transport Canada","keywords":"Limiting current; Polarization (electrochemistry); Electrolyte; Proton exchange membrane fuel cell; Current density; Exchange current density; Cathode; Hydrogen; Concentration polarization; Chemistry; Limiting; Propane; Thermodynamics; Hydrocarbon; Current (fluid); Analytical Chemistry (journal); Mechanics; Membrane; Electrode; Electrochemistry; Chromatography; Physics; Physical chemistry; Organic chemistry","score_opus":0.008879969622967237,"score_gpt":0.22136227696494315,"score_spread":0.2124823073419759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902921594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99029946,0.0005167733,0.0010545974,0.0000067120304,0.00022890135,0.000020651953,0.0000014815263,0.000018987346,0.007852411],"genre_scores_gemma":[0.9969764,0.00026696257,0.0021985075,0.00000689076,0.0005060887,4.062757e-7,0.0000034226937,0.0000188579,0.00002248874],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911475,0.000009399274,0.00042145146,0.00006820818,0.00026934777,0.000116834286],"domain_scores_gemma":[0.9993974,0.000012256267,0.0001578873,0.000078544326,0.0002940612,0.0000598767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016879282,0.00009750987,0.00015511447,0.00006814025,0.0000152454695,0.000025141797,0.00023296985,0.00008676763,0.00009019623],"category_scores_gemma":[0.000011328165,0.00008741989,0.00004928427,0.0000537045,0.0000370339,0.00016566347,0.000011713742,0.0001436016,0.0000041666194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039335326,0.000019935,0.00004183263,0.00026387145,0.000051645835,0.0000038112044,0.00013193882,0.049778733,0.94962066,0.000002081142,0.0000081344815,0.00003800367],"study_design_scores_gemma":[0.00012753841,0.000063658015,0.0000025012503,0.00010392128,0.000015963393,0.00007909635,0.000009680931,0.41588333,0.5833382,0.0003146136,0.000007716978,0.000053779106],"about_ca_topic_score_codex":0.0000013688325,"about_ca_topic_score_gemma":8.188818e-8,"teacher_disagreement_score":0.3662825,"about_ca_system_score_codex":0.00007582112,"about_ca_system_score_gemma":0.000048068647,"threshold_uncertainty_score":0.35648796},"labels":[],"label_agreement":null}]}