{"id":"W2003641655","doi":"10.1063/1.3078037","title":"Effects of external global noise on the catalytic CO oxidation on Pt(110)","year":2009,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Bistability; Platinum; Noise (video); SIGNAL (programming language); Photoemission electron microscopy; Catalysis; Oxygen; Partial pressure; Single crystal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319633,0.0002844108,0.0003920154,0.0001334643,0.0001968717,0.0003446102,0.0002158072,0.0002752321,0.0007645794],"category_scores_gemma":[0.0007113009,0.00009855321,0.0001307265,0.0001742595,0.0004539278,0.0001869426,0.0003570362,0.0002613682,0.00006052326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312746,"about_ca_system_score_gemma":0.0001208205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005970022,"about_ca_topic_score_gemma":0.0006499041,"domain_scores_codex":[0.9998792,0.00001957439,0.000006908442,0.00002705688,0.00003475783,0.00003243557],"domain_scores_gemma":[0.9996871,0.0001668174,0.00005199778,0.0000215498,0.00002922486,0.00004346666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001420471,0.0001398483,0.003160605,0.0002601112,0.00006896634,0.001493519,0.0001694092,0.05422153,0.9297481,0.001890374,0.0002466701,0.007180481],"study_design_scores_gemma":[0.0001012465,0.0008378092,0.007679724,0.00001790819,0.00007280557,0.0002308726,0.000103655,0.1915791,0.7981881,0.0005062357,0.0006454065,0.00003705637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984258,0.00006541276,0.0009920981,0.00003657531,0.00001592026,0.000002800434,0.00001976552,0.00002197601,0.0004194923],"genre_scores_gemma":[0.9996818,0.00003147126,0.0001422599,0.000007690932,0.000003118604,0.00000195374,0.00001277331,0.000005594328,0.0001133042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007645794,"threshold_uncertainty_score":0.002557755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00846629410864621,"score_gpt":0.2437740315974892,"score_spread":0.235307737488843,"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."}}