{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000783024,0.0003530678,0.0003257795,0.000267882,0.0004168697,0.0007933268,0.0004624431,0.0002819854,0.01506141],"category_scores_gemma":[0.0002052398,0.0002726447,0.0001689017,0.0002302761,0.0004139971,0.0005307673,0.0008348496,0.0007642756,0.003737158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006994548,"about_ca_system_score_gemma":0.0002299393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006864144,"about_ca_topic_score_gemma":0.001107824,"domain_scores_codex":[0.9997552,0.00001107873,0.000007263699,0.00005243207,0.0001238106,0.00005022177],"domain_scores_gemma":[0.9999413,0.000009367862,0.000007140231,0.00001870046,0.00001439466,0.000009028207],"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":[0.0002134579,0.00008182799,0.0005075451,0.0004196409,0.00003130307,0.0004151207,0.0001938688,0.002191057,0.8869023,0.04380977,0.02449503,0.04073913],"study_design_scores_gemma":[0.00005659693,0.0002034888,0.001018745,0.00002107544,0.00001482759,0.0001580238,0.00008615734,0.007445958,0.9083999,0.006947975,0.07562487,0.00002231922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5711178,0.004963362,0.04541754,0.002885347,0.003068327,0.0001836333,0.001737177,0.003663607,0.3669632],"genre_scores_gemma":[0.9085512,0.001512123,0.008720797,0.0003949951,0.0001464971,0.00008393129,0.0007038444,0.0003468558,0.07953973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506141,"threshold_uncertainty_score":0.05038542,"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."}}