{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"1e71c482cef7","filters":{"venue":"ISRN Electrochemistry"}},"results":[{"id":"W2070514156","doi":"10.1155/2013/174834","title":"High Performance PEM Fuel Cell with Low Platinum Loading at the Cathode Using Magnetron Sputter Deposition","year":2012,"lang":"en","type":"article","venue":"ISRN Electrochemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polytetrafluoroethylene; Platinum; Cathode; Microporous material; Materials science; Nafion; Proton exchange membrane fuel cell; Cyclic voltammetry; Electrolyte; Carbon fibers; Chemical engineering; Sputter deposition; Limiting current; Composite material; Analytical Chemistry (journal); Deposition (geology); Sputtering; Electrode; Electrochemistry; Thin film; Chemistry; Nanotechnology; Chromatography; Fuel cells; Catalysis; Organic chemistry","authors":[{"name":"Daouda Fofana","is_ca":true},{"name":"Sadesh Kumar Natarajan","is_ca":true},{"name":"Pierre Bénard","is_ca":true},{"name":"Jean Hamelin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003215473490803349,"gpt":0.1647762151055109,"spread":0.1615607416147076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443441,0.0004184021,0.0005379535,0.0002276471,0.0002101394,0.0003882295,0.0005293352,0.0005607679,0.0008533432],"category_scores_gemma":[0.0002734527,0.000180579,0.0001751096,0.0002534807,0.0001746797,0.0004472483,0.0002465392,0.0003358556,0.0003499563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072672,"about_ca_system_score_gemma":0.0001934785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006696382,"about_ca_topic_score_gemma":0.001389554,"domain_scores_codex":[0.9998406,0.00001254942,0.000008659992,0.0000311449,0.00008481814,0.00002204042],"domain_scores_gemma":[0.9999044,0.00002348565,0.000013649,0.000009582766,0.00003738646,0.00001133685],"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":[0.00002489587,0.0000119987,0.00009293194,0.00005018774,0.000004264783,0.00004779973,0.000008488784,0.00009254386,0.9978991,0.00006200333,0.00003644616,0.001669346],"study_design_scores_gemma":[0.00001036031,0.00008894148,0.0004574714,0.000001778226,0.000007824608,0.0001113717,0.000004674782,0.0008915532,0.9974464,0.00001923412,0.0009569695,0.000003352502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741484,0.002254854,0.02063121,0.0001593407,0.00006568781,0.00004763442,0.0002411569,0.0002991325,0.002152584],"genre_scores_gemma":[0.9688143,0.001389082,0.02617031,0.00004353522,0.00002578093,0.00004573103,0.0002844224,0.00004581209,0.003181112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008533432,"threshold_uncertainty_score":0.002854645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}