{"id":"W3216990970","doi":"10.1039/d1nr06451g","title":"Surface-confined formation of conjugated porphyrin-based nanostructures on Ag(111)","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Technische Universität München; Canada Research Chairs; China Scholarship Council; Irish Research Council; Deutsche Forschungsgemeinschaft","keywords":"Porphyrin; Conjugated system; Scanning tunneling microscope; X-ray photoelectron spectroscopy; Nanostructure; Dissociation (chemistry); Materials science; Adsorption; Photochemistry; Aldehyde; Benzaldehyde; Nanotechnology; Chemical engineering; Chemistry; Organic chemistry; Polymer; 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":[0.00004683986,0.0001363851,0.0001982744,0.0000263845,0.00003354399,0.00001466337,0.00009079904,0.0001193622,0.0004541401],"category_scores_gemma":[0.00003885961,0.0001394628,0.00009444603,0.0002478028,0.00002888298,0.00005684619,0.0000103716,0.00009983664,0.00003019901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003260463,"about_ca_system_score_gemma":0.00002918362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006731268,"about_ca_topic_score_gemma":0.000008984391,"domain_scores_codex":[0.9992859,0.00001659719,0.0002277517,0.0001351463,0.0001745512,0.0001600464],"domain_scores_gemma":[0.9994727,0.00005996738,0.00004401358,0.0002804068,0.00008948312,0.00005338177],"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":[0.00002525667,0.00002300034,0.0002149283,0.0001206071,0.00002401258,0.000006281219,0.00006067764,0.05014138,0.9478067,0.00001293563,0.001129757,0.0004344794],"study_design_scores_gemma":[0.0004795558,0.00002108609,0.0008363298,0.00003723949,0.00002290136,0.00000272592,0.0000496776,0.005330874,0.9913069,0.00002890371,0.001741012,0.0001427985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934437,0.0002125373,0.0002022028,0.00008214697,0.0001884245,0.00005637833,0.00006514324,0.0001461979,0.005603274],"genre_scores_gemma":[0.9991285,0.000009266185,0.0002318094,0.00004755045,0.00001880184,0.00000330451,0.0002423866,0.00001815278,0.0003002789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04481051,"threshold_uncertainty_score":0.5687127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008213326949827519,"score_gpt":0.2026917776014348,"score_spread":0.1944784506516073,"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."}}