{"id":"W4400415945","doi":"10.1002/cnma.202400236","title":"Stability and Surface Functionalization of Plasmonic Group 4 Transition Metal Nitrides","year":2024,"lang":"en","type":"article","venue":"ChemNanoMat","topic":"Surface and Thin Film Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Research Nova Scotia; Killam Trusts; Canada Foundation for Innovation","keywords":"Surface modification; Nitride; Group (periodic table); Transition metal; Materials science; Plasmon; Surface (topology); Nanotechnology; Chemistry; Optoelectronics; Mathematics; Organic chemistry; Layer (electronics); Physical chemistry; Catalysis; Geometry","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":[0.0001254665,0.00008904072,0.0001209618,0.00002089866,0.00003941096,0.00002857869,0.00003238479,0.00002370481,0.0006802817],"category_scores_gemma":[0.000001488412,0.0000809366,0.00005873221,0.0001254226,0.00004885067,0.0001958478,0.00001297601,0.00005262485,0.00001449093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469464,"about_ca_system_score_gemma":0.00002332829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004930063,"about_ca_topic_score_gemma":0.000001271674,"domain_scores_codex":[0.9994788,0.0000178676,0.0001480495,0.0001725432,0.00008988065,0.00009287811],"domain_scores_gemma":[0.9997684,0.00005878246,0.00002622475,0.00009102379,0.000025413,0.00003012662],"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":[0.0001409465,0.0005563422,0.08016564,0.001112363,0.0007857656,0.000002631252,0.005694308,0.0005229795,0.7324877,0.1671605,0.0006879807,0.01068289],"study_design_scores_gemma":[0.0007785393,0.0001099325,0.006421667,0.0001218447,0.0001938336,0.00000263695,0.001672342,0.009166521,0.9350017,0.0426477,0.003488983,0.0003943579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929615,0.0008782441,0.003248468,0.00005491337,0.0001613371,0.00009116677,0.00005453279,0.00004088016,0.002508937],"genre_scores_gemma":[0.9995377,0.000008629001,0.000187459,0.000006306362,0.00004732882,0.000005188428,0.0000982144,0.0000109164,0.00009824518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.202514,"threshold_uncertainty_score":0.7448608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237316108662533,"score_gpt":0.2154078732317664,"score_spread":0.2030347121451411,"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."}}