{"id":"W4243893927","doi":"10.1149/ma2006-01/2/71","title":"Curvature Effects and Peculiar Underpotential Phenomena in Nanoporous Metallic Layers","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curvature; Nanoporous; Materials science; Metal; Nanotechnology; Metallurgy; Geometry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008762997,0.0002645557,0.0003541135,0.0001037385,0.0001606474,0.0001768706,0.0001962876,0.0001365144,0.00003685379],"category_scores_gemma":[0.0001428777,0.0002375809,0.00005933757,0.0001828482,0.00009704768,0.0002036758,0.00008149235,0.0002106626,0.00009951124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005272844,"about_ca_system_score_gemma":0.00004527978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473929,"about_ca_topic_score_gemma":0.0002497033,"domain_scores_codex":[0.9980297,0.0001072286,0.0004497553,0.0005061729,0.0003463141,0.0005608056],"domain_scores_gemma":[0.999225,0.0001709087,0.0002341768,0.0002250857,0.00003618194,0.0001086041],"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":[0.00001617002,0.0001162316,0.000891285,0.00009799664,0.000008223466,0.0001516452,0.0001210793,0.00307869,0.9950317,0.0001381932,0.0001975892,0.0001511559],"study_design_scores_gemma":[0.001444555,0.000107951,0.04897506,0.0002242168,0.00007023079,0.00004894924,0.0001217819,0.000112263,0.9394506,0.004214526,0.00459606,0.000633847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737369,0.001867457,0.000003327697,0.0001570045,0.0005961079,0.0002397099,0.000004747908,0.0001159647,0.02327882],"genre_scores_gemma":[0.9967965,0.00002677395,0.002095229,0.00009057074,0.0003950185,0.00001332852,0.000009703761,0.00003503053,0.0005378333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558118,"threshold_uncertainty_score":0.9688267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00649770591296136,"score_gpt":0.2120424523912752,"score_spread":0.2055447464783138,"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."}}