{"id":"W2327591849","doi":"10.1149/2.019144if","title":"The 2014 F. M. Becket Summer Research Fellowship -- Summary Report: Support@Platinum - Nanoparticle Electrocatalytic Nanobowls","year":2014,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Fuel cells; Nanotechnology; Nanoparticle; Materials science; Platinum; Electrocatalyst; Engineering physics; Engineering; Catalysis; Chemical engineering; Chemistry; Electrochemistry; Electrode; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001088127,0.0006830163,0.0006258711,0.000905585,0.001195062,0.001337204,0.00100045,0.001252611,0.1877746],"category_scores_gemma":[0.00116924,0.0002816042,0.0006872496,0.0006039764,0.0003767848,0.001021356,0.002423465,0.001493674,0.06144475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617665,"about_ca_system_score_gemma":0.002452949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009155,"about_ca_topic_score_gemma":0.005450441,"domain_scores_codex":[0.9992177,0.0000577149,0.00003314297,0.0001246657,0.0002860362,0.0002807961],"domain_scores_gemma":[0.9984817,0.00007151249,0.00006136572,0.00007839264,0.0003113681,0.0009956327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001306701,0.0007280355,0.003383832,0.0003007163,0.0001056734,0.0007113303,0.0002373062,0.0006099383,0.04764599,0.03703003,0.7332836,0.1746568],"study_design_scores_gemma":[0.0001715314,0.0004950672,0.005617156,0.0001011754,0.00003800334,0.0007630598,0.0001667211,0.001100922,0.02959163,0.003422051,0.9584886,0.00004405014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07003123,0.01352168,0.00978168,0.1241842,0.07148673,0.0005759175,0.01871338,0.001725196,0.68998],"genre_scores_gemma":[0.1163265,0.004557102,0.007581138,0.00181522,0.002574145,0.00008913106,0.006492702,0.0004574124,0.8601065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1877746,"threshold_uncertainty_score":0.6281687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040305180794544,"score_gpt":0.2926858482609368,"score_spread":0.2722827964529914,"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."}}