{"id":"W2087140230","doi":"10.1021/la991303d","title":"Surface-Directed Deposition of Platinum Nanostructures on Graphite by Chemical Vapor Deposition","year":2000,"lang":"en","type":"article","venue":"Langmuir","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Highly oriented pyrolytic graphite; Chemical vapor deposition; Platinum; Deposition (geology); Graphite; Cyclic voltammetry; Nanostructure; Substrate (aquarium); Pyrolytic carbon; Chemical engineering; Materials science; Chemistry; Nanotechnology; Electrochemistry; Electrode; Catalysis; Organic chemistry; Physical chemistry; Pyrolysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006639326,0.0001432788,0.0001855429,0.00003821962,0.00007080437,0.00002508448,0.000139314,0.0001194316,0.000698194],"category_scores_gemma":[0.000006050427,0.0001250221,0.00005498106,0.0001622715,0.0000646111,0.00008055238,0.00001017942,0.0001045769,0.00003224979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003514995,"about_ca_system_score_gemma":0.000009500899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573654,"about_ca_topic_score_gemma":0.00001216221,"domain_scores_codex":[0.9990277,0.00005578049,0.0002070691,0.0002437309,0.0002217416,0.0002439628],"domain_scores_gemma":[0.9996566,0.00002526531,0.00007961245,0.0001657541,0.00002880537,0.00004402697],"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":[0.0001372921,0.00007954739,0.0001069375,0.00001337942,0.000004911523,0.000003042957,0.00007188114,0.000002853244,0.9945582,0.0002593593,0.004000308,0.0007623561],"study_design_scores_gemma":[0.0002398364,0.0001881367,0.0009724872,0.00003032839,0.00001175121,0.00001268378,0.000003181942,0.00005465177,0.997601,0.0005013135,0.0002470017,0.0001376266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961603,0.0001284682,0.00008710767,0.0001267403,0.00004531164,0.0001488736,0.00006372252,0.0004603833,0.002779072],"genre_scores_gemma":[0.995371,0.000022629,0.004069293,0.0001732573,0.00004129811,0.000009381009,0.0001167649,0.00001855197,0.0001778516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982185,"threshold_uncertainty_score":0.7644734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004641664685662778,"score_gpt":0.2369288189356899,"score_spread":0.2322871542500271,"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."}}