{"id":"W4416879783","doi":"10.37665/weofahf24579","title":"Advantages, Benefits &amp; Durability of Stencil Nano-Coatings","year":2025,"lang":"","type":"article","venue":"On-Demand Webinars","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stencil; Fusible alloy; Solder paste; Soldering; Abrasion (mechanical); Surface-mount technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869481,0.0002772416,0.0001956357,0.0004907516,0.000479207,0.001859531,0.0003463545,0.0006549775,0.04480834],"category_scores_gemma":[0.0004997822,0.0002067378,0.0002039704,0.0003708489,0.0001787252,0.0009854082,0.000450217,0.0006431214,0.008455804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960837,"about_ca_system_score_gemma":0.0003011556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670291,"about_ca_topic_score_gemma":0.005343586,"domain_scores_codex":[0.9994148,0.00002603392,0.00001674507,0.00003603129,0.000470074,0.00003624289],"domain_scores_gemma":[0.9996383,0.0000506691,0.00002542455,0.00002947208,0.000227289,0.0000289497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003705074,0.0002010211,0.001707174,0.00164691,0.00001839663,0.0005598491,0.0003149395,0.0006111331,0.4383093,0.0051465,0.08185461,0.4692597],"study_design_scores_gemma":[0.00002772908,0.0005369646,0.009940878,0.0002351508,0.00004687672,0.001262184,0.0005756412,0.001382219,0.3675601,0.002089346,0.616276,0.00006695604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1314861,0.03900459,0.01536567,0.005573915,0.003614273,0.0002416416,0.00185006,0.002626749,0.8002371],"genre_scores_gemma":[0.4664702,0.01781441,0.01448011,0.001232779,0.0003563508,0.00008184984,0.0009401711,0.000783795,0.4978403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04480834,"threshold_uncertainty_score":0.1498988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343973912772454,"score_gpt":0.2466497958780709,"score_spread":0.2332100567503464,"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."}}