{"id":"W2107496076","doi":"10.1016/j.msea.2007.06.050","title":"High surface area mechanically alloyed Pt-based catalyst","year":2007,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Catalysis; Materials science; Microstructure; Platinum; Alloy; Ball mill; Chemical engineering; Proton exchange membrane fuel cell; BET theory; Electrolyte; Metallurgy; Specific surface area; Composite material; Electrode; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007049815,0.0001941617,0.0002300702,0.0002504307,0.000170112,0.0003335098,0.0004410664,0.0004593208,0.001546282],"category_scores_gemma":[0.0002007188,0.0001456509,0.0001045382,0.0001931145,0.0001625452,0.000312426,0.0001903157,0.0003326905,0.0005425574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285191,"about_ca_system_score_gemma":0.0001031359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391029,"about_ca_topic_score_gemma":0.0009609304,"domain_scores_codex":[0.9998823,0.000007700306,0.000008489334,0.00002542421,0.00005893575,0.00001716522],"domain_scores_gemma":[0.9999553,0.000006524787,0.000008388138,0.0000106559,0.00001116792,0.000007928886],"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":[0.0001002921,0.00001265571,0.0001570296,0.00003861144,0.000005732766,0.00007161404,0.00000953499,0.0001996857,0.9969175,0.0003048932,0.0002137821,0.001968755],"study_design_scores_gemma":[0.00001232034,0.0001186453,0.001628079,0.000002174979,0.00001101104,0.0001600042,0.00001211221,0.002217855,0.9937947,0.0001127087,0.001927282,0.000003090396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911166,0.0008741239,0.002210759,0.0001676686,0.0001029316,0.00001219349,0.0001700974,0.0001851273,0.005160478],"genre_scores_gemma":[0.9960256,0.0001310103,0.001024502,0.00001965076,0.00001346921,0.000003671306,0.0001248055,0.00001564987,0.002641598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546282,"threshold_uncertainty_score":0.005172849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006177534842578749,"score_gpt":0.1900207878118871,"score_spread":0.1838432529693084,"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."}}