{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8d42dd818a15","filters":{"venue":"International Journal of Electrochemistry"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Thomas Z. Fahidy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292720816865349,"gpt":0.2413364081362542,"spread":0.2284091999676007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02026493,0.001392489,0.002130581,0.003131565,0.001393421,0.003447773,0.002296207,0.003340428,0.003042978],"category_scores_gemma":[0.04186166,0.001252672,0.00196484,0.003535377,0.006794497,0.004776455,0.001666781,0.006003647,0.0008447651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238857,"about_ca_system_score_gemma":0.001403475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913398,"about_ca_topic_score_gemma":0.002583153,"domain_scores_codex":[0.9907163,0.005210513,0.0006646626,0.0008513018,0.002364037,0.0001931145],"domain_scores_gemma":[0.9673877,0.02944586,0.0008893343,0.0007440828,0.001364164,0.0001688406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001484094,0.00002058716,0.0004893015,0.0002105413,0.00007500784,0.0001706688,0.0003104068,0.02439228,0.0003293781,0.9151288,0.002378266,0.05647993],"study_design_scores_gemma":[0.000007001153,0.00001060834,0.0001228645,0.0000757194,0.00001288586,0.00009194356,0.00001710156,0.02763982,0.0002445835,0.9653318,0.006418694,0.00002703973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007016303,0.003910682,0.9902881,0.001619135,0.0001710868,0.00002822864,0.00004446438,0.00006683583,0.003169766],"genre_scores_gemma":[0.1185658,0.01566652,0.8587221,0.001626917,0.001645052,0.000378862,0.0001298265,0.0001423464,0.00312253],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02026493,"threshold_uncertainty_score":0.1071725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970990630","doi":"10.4061/2011/485194","title":"Selective Electrocatalytic Hydrogenation of Linolenic Acid onPd/Al2O3andPd-Co/Al2O3Catalysts","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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Sylvie Breton","is_ca":true},{"name":"Anne Brisach-Wittmeyer","is_ca":true},{"name":"José Julian Rios Martín","is_ca":false},{"name":"Manuel León Camacho","is_ca":false},{"name":"Andrzej Lasia","is_ca":true},{"name":"Hugues Ménard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235967396382634,"gpt":0.2297072241604201,"spread":0.2173475501965938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002402192,0.0005513503,0.0003166648,0.0003034408,0.0002543734,0.0003629158,0.0007990074,0.0004650011,0.01073369],"category_scores_gemma":[0.0003717939,0.0003310971,0.0002658549,0.000398418,0.0001498497,0.0005661061,0.0004769895,0.0007242392,0.002595808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585102,"about_ca_system_score_gemma":0.0003431798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384308,"about_ca_topic_score_gemma":0.007216812,"domain_scores_codex":[0.9997274,0.00002512857,0.00001638963,0.00007106978,0.00007767024,0.00008221398],"domain_scores_gemma":[0.9999021,0.00002675467,0.00001412493,0.00001424082,0.00002983259,0.00001294094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002862886,0.00005860968,0.0001811167,0.0001129114,0.00002057058,0.0001177794,0.00007202853,0.0002156196,0.9886732,0.0005149896,0.002826714,0.006920158],"study_design_scores_gemma":[0.00001505574,0.0000594101,0.000357197,0.000005495093,0.00000606324,0.00003262426,0.00002845104,0.0009868672,0.9921795,0.00003781734,0.006285762,0.000005793214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303442,0.001780833,0.01643628,0.0009465318,0.0003445056,0.0001423995,0.00370874,0.001350251,0.04494639],"genre_scores_gemma":[0.9587104,0.001207501,0.006055021,0.0002372156,0.00001692418,0.00008438637,0.004082344,0.0002732456,0.02933292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073369,"threshold_uncertainty_score":0.0359078,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Bhavana Parackal","is_ca":true},{"name":"Hamidreza Khakdaman","is_ca":false},{"name":"Yves Bourgault","is_ca":true},{"name":"Marten Ternan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008879969622967237,"gpt":0.2213622769649431,"spread":0.2124823073419759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006008596,0.0006929996,0.0005094184,0.0004386897,0.0002737491,0.0005937362,0.000597034,0.0006990656,0.0008019899],"category_scores_gemma":[0.001427241,0.0003275303,0.0008614082,0.0004452602,0.0002711823,0.0007609486,0.0003021288,0.0006403773,0.0001945629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120727,"about_ca_system_score_gemma":0.0006144377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004164081,"about_ca_topic_score_gemma":0.001942366,"domain_scores_codex":[0.9998308,0.00003488186,0.00001083065,0.00002541529,0.00007822057,0.00001985741],"domain_scores_gemma":[0.9995271,0.000316544,0.00003724523,0.00002775631,0.00008578531,0.000005531407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000543651,0.00009137434,0.0008803964,0.0001706445,0.00002643035,0.0000753511,0.0000436429,0.9416608,0.0430858,0.002938054,0.0001033082,0.01086984],"study_design_scores_gemma":[0.000004519719,0.0000656913,0.000262225,0.00000378393,0.000008393127,0.0000130889,0.000004122935,0.9882532,0.01086933,0.0001943757,0.0003163142,0.000004985127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6480364,0.0009191398,0.3383479,0.0003387238,0.00003512945,0.0001984105,0.0004197956,0.0004328038,0.0112717],"genre_scores_gemma":[0.9596373,0.0008803107,0.03682182,0.00002198898,0.000008938837,0.0001630341,0.0001817289,0.00003156235,0.00225342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004164081,"threshold_uncertainty_score":0.008279681,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Hao-Chun Chiang","is_ca":false},{"name":"Rastislav Levicky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341089859507891,"gpt":0.3085478815654782,"spread":0.2951369829703993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002027692,0.0004563553,0.0001732561,0.0002402263,0.0001448545,0.0001769757,0.0002698247,0.0002523039,0.001359833],"category_scores_gemma":[0.0003418803,0.0001802807,0.0001595834,0.0002119595,0.0001468275,0.0001624209,0.0001273477,0.0005381541,0.0002514851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984981,"about_ca_system_score_gemma":0.0001256913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005670889,"about_ca_topic_score_gemma":0.0009137414,"domain_scores_codex":[0.9998879,0.00001311027,0.000008493615,0.0000172258,0.0000539455,0.00001919859],"domain_scores_gemma":[0.999774,0.00009125208,0.0000313199,0.00001557426,0.00005715776,0.00003053911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009052684,0.000003648734,0.00006428776,0.00001770049,0.000002404542,0.00001353433,0.00001366626,0.00002428858,0.9991968,0.00001610935,0.000005654171,0.0006329002],"study_design_scores_gemma":[0.000001385468,0.00004466031,0.000898586,0.000003250655,0.000004925745,0.00003353885,0.00001395262,0.0005392179,0.9981239,0.00001021161,0.0003248074,0.000001561478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690553,0.002210027,0.02626691,0.00009313306,0.00005667011,0.00005125365,0.000297476,0.0001685973,0.001800573],"genre_scores_gemma":[0.9722688,0.002194754,0.021308,0.00006250448,0.00002095698,0.00006363645,0.0006443149,0.00003886711,0.003398057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359833,"threshold_uncertainty_score":0.004549026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}