{"id":"W4416600757","doi":"10.1149/ma2025-02131129mtgabs","title":"Investigating N-Heterocyclic Carbenes Chemistry on Metal Alloy Powder Surfaces","year":2025,"lang":"","type":"article","venue":"ECS Meeting Abstracts","topic":"N-Heterocyclic Carbenes in Organic and Inorganic Chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Concordia University; Queen's University; McGill University","funders":"","keywords":"Alloy; Metal; Oxide; Surface modification; Metal powder; Limiting","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":[0.00009582056,0.0001936458,0.0001655546,0.0001401395,0.0001403284,0.0002552606,0.0002458231,0.0003515457,0.0008638647],"category_scores_gemma":[0.0001343352,0.00009414284,0.0001353679,0.0001181111,0.0002196344,0.0002469874,0.0001255877,0.0002435069,0.0001978046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010969,"about_ca_system_score_gemma":0.00007780734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456548,"about_ca_topic_score_gemma":0.001040094,"domain_scores_codex":[0.9998634,0.0000107879,0.00000369401,0.00003305404,0.00006685413,0.00002218495],"domain_scores_gemma":[0.9999456,0.00001757424,0.00001119279,0.000005595734,0.00001664368,0.00000328918],"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":[0.00001617101,0.000006702063,0.0001454026,0.00003678072,0.000002704704,0.00002184938,0.0000154141,0.0000402913,0.9982871,0.00005818953,0.00001785316,0.001351471],"study_design_scores_gemma":[0.000001931427,0.0001139774,0.001794876,0.000002252716,0.000003708225,0.00005344885,0.00003213049,0.0006993541,0.996662,0.0000317085,0.0006023896,0.000002222334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931026,0.00134412,0.002450072,0.00004184098,0.00001510872,0.00002163424,0.0001044848,0.00002931607,0.002890916],"genre_scores_gemma":[0.9956363,0.000695181,0.002115438,0.00002745053,0.000007897908,0.000009500511,0.0001153847,0.00001028411,0.001382464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008638647,"threshold_uncertainty_score":0.002889872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302027362027181,"score_gpt":0.2513277466850625,"score_spread":0.2383074730647907,"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."}}