{"id":"W2611699119","doi":"","title":"Characterisation of thermally deposited platinum and palladium catalysts for direct formic acid fuel cells","year":2007,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Palladium; Platinum; Catalysis; Formic acid; Fuel cells; Materials science; Inorganic chemistry; Chemical engineering; Chemistry; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002401826,0.000264329,0.0005320982,0.0005363181,0.0003898364,0.0007997908,0.000787104,0.0007767269,0.001236546],"category_scores_gemma":[0.00104074,0.0003999801,0.0002128374,0.0003527603,0.0002906343,0.0003497165,0.0002793891,0.0004515174,0.0003262317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153611,"about_ca_system_score_gemma":0.0002390991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282616,"about_ca_topic_score_gemma":0.002239593,"domain_scores_codex":[0.9995974,0.00002556969,0.00002589766,0.0000771616,0.0002204644,0.00005365624],"domain_scores_gemma":[0.9996881,0.0001047412,0.00003018061,0.00004037861,0.0001086607,0.00002792714],"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":[0.0002576514,0.00002977393,0.0007511463,0.00009825121,0.0000171788,0.0001571932,0.0000730784,0.000391798,0.9927865,0.00007484131,0.00009449737,0.005268075],"study_design_scores_gemma":[0.00001089822,0.0001173566,0.00302783,0.000004430397,0.00001270603,0.000148345,0.00004659565,0.001115653,0.9946581,0.00002103506,0.0008327303,0.000004323115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935803,0.001312063,0.002684965,0.00004832478,0.00004293945,0.0000330693,0.000249622,0.00005655918,0.001992077],"genre_scores_gemma":[0.9965636,0.0003967202,0.001218362,0.00001384574,0.000006038179,0.00001551373,0.000200599,0.00002750095,0.001557778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282616,"threshold_uncertainty_score":0.004136682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006758259008721817,"score_gpt":0.2058577663151812,"score_spread":0.1990995073064594,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}