{"id":"W2952969142","doi":"10.1002/chin.200652230","title":"Patterned Atomic Reaction at Surfaces","year":2006,"lang":"en","type":"article","venue":"ChemInform","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Nanotechnology","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":[0.00003327999,0.0001033847,0.00009121244,0.00001433627,0.00003227594,0.00001464593,0.0000728782,0.00007472237,0.0002595706],"category_scores_gemma":[0.000003169022,0.0001065253,0.00005152578,0.0000800109,0.00001560932,0.0001197287,0.00001768501,0.00005928033,0.0002662233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498303,"about_ca_system_score_gemma":0.000003592487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002406904,"about_ca_topic_score_gemma":0.00001134278,"domain_scores_codex":[0.9995471,6.130826e-8,0.0001313379,0.00008216396,0.00008446325,0.0001549266],"domain_scores_gemma":[0.9997543,0.00001441609,0.00002094242,0.0001663292,0.00001182118,0.00003226984],"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":[0.00000923461,0.00001113766,0.002510826,0.0001269253,0.0000369921,0.000004001836,0.00010463,0.0003827142,0.9394835,0.000005016217,0.04121413,0.01611085],"study_design_scores_gemma":[0.0001235573,0.000001142229,0.002105858,0.000006116957,0.00001078071,0.000007359122,0.00003413067,0.0002865549,0.9753683,0.00002210895,0.02190074,0.0001334083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7079309,0.0001413971,0.000001198075,0.000008037799,0.00006710759,0.00001945706,0.000004985813,0.000210754,0.2916161],"genre_scores_gemma":[0.9863669,0.00002165402,0.000009343286,0.000008495766,0.00006989238,0.000007307332,0.0001680418,0.00001413669,0.01333428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784359,"threshold_uncertainty_score":0.4343974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004806353328553528,"score_gpt":0.1766145659175325,"score_spread":0.1718082125889789,"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."}}