{"id":"W2006922543","doi":"10.1039/c3cp54376e","title":"Carbon clusters on the Ni(111) surface: a density functional theory study","year":2013,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Graphene research and applications","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Carbon fibers; Density functional theory; Nucleation; Chemical physics; Cluster (spacecraft); Adsorption; Chemistry; Cluster chemistry; Binding energy; Transition metal; Computational chemistry; Metal; Materials science; Physical chemistry; Organic chemistry; Atomic physics; Catalysis","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":[0.0001868367,0.0002433341,0.0002288653,0.000004016046,0.0001871078,0.0001041233,0.0004711289,0.00005345999,0.0002680359],"category_scores_gemma":[0.00009368914,0.000165413,0.0001330063,0.0002437722,0.0003556593,0.00008425939,0.0002214651,0.0004286391,0.0004539815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007540559,"about_ca_system_score_gemma":0.00005074403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005935548,"about_ca_topic_score_gemma":1.786557e-7,"domain_scores_codex":[0.9981611,0.00008234289,0.0001722239,0.0005026875,0.0006400183,0.0004416226],"domain_scores_gemma":[0.9983672,0.0005414985,0.00007294417,0.0006588042,0.0001498757,0.0002096756],"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":[0.00004723833,0.001164031,0.0000783728,0.00001576143,0.00002162446,6.215938e-7,0.000115838,0.00005391712,0.9947867,0.002147603,0.001460977,0.0001072822],"study_design_scores_gemma":[0.0002533452,0.00003382945,0.0002707329,0.00000714467,0.00002015363,7.258199e-7,0.0002384801,0.001219166,0.9269668,0.07078645,0.00001227145,0.000190925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947698,0.000003495498,0.0001194293,0.000567413,0.00002702782,0.0004445982,0.00001360702,0.0001010457,0.003953652],"genre_scores_gemma":[0.9987879,4.948129e-7,0.00002193655,0.0001504162,0.0005530167,0.0002040535,0.0000196334,0.00002340503,0.0002391121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06863885,"threshold_uncertainty_score":0.6745347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022558613764283,"score_gpt":0.2516541028242056,"score_spread":0.2314285166865628,"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."}}