{"id":"W7024559457","doi":"","title":"Stabilization and characterization of Pt nano-catalysts formed on oxidized HOPG","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Platinum; Spectroscopy; Catalysis; Component (thermodynamics)","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":[0.0001251035,0.0001384756,0.0002367637,0.0003342483,0.0002303116,0.0003544792,0.0002796564,0.0003515425,0.001880651],"category_scores_gemma":[0.0003615326,0.0001221161,0.0001195546,0.0001943943,0.0002283209,0.0001874509,0.0001296558,0.0002628874,0.0003118648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621161,"about_ca_system_score_gemma":0.0001308041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009933099,"about_ca_topic_score_gemma":0.0009426554,"domain_scores_codex":[0.9998618,0.00001110433,0.000006593369,0.00003310383,0.00005956984,0.00002774398],"domain_scores_gemma":[0.9998766,0.00002940601,0.0000159363,0.00002102142,0.00004367112,0.0000133894],"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":[0.0002384316,0.00001323917,0.000713617,0.00005699593,0.00001114786,0.0001174987,0.00006343552,0.0001391168,0.9951811,0.0001387385,0.0001111508,0.003215429],"study_design_scores_gemma":[0.000002668002,0.0000472618,0.002302605,0.000001638234,0.000006746542,0.00003231161,0.00002642817,0.0003995189,0.9966072,0.00002105715,0.0005507748,0.000001869729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974595,0.0002810614,0.0008060181,0.0000329946,0.00001547498,0.00001283288,0.0001475722,0.00002819195,0.001216469],"genre_scores_gemma":[0.9979216,0.00006219406,0.0003279775,0.000007540479,0.000002152696,0.000004130643,0.0001340317,0.00001594612,0.001524418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880651,"threshold_uncertainty_score":0.006291389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668362342182477,"score_gpt":0.2359149189088858,"score_spread":0.219231295487061,"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."}}