{"id":"W6969150050","doi":"10.5281/zenodo.8154607","title":"Next Generation BiOactiVe NAnocoatings - NOVA Wissenschaftler:innen und Industrie schließen sich zusammen, um die nächste Generation antimikrobieller Beschichtungstechnologien für eine sicherere Umwelt zu entwickeln","year":2023,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"HORIZON EUROPE Framework Programme","keywords":"Fourth generation; Umwelt; Nova (rocket); Third generation; Electricity generation","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":[0.0008612592,0.0005737902,0.0002392599,0.0004130445,0.000404851,0.0008112824,0.0002725012,0.0008581795,0.004025475],"category_scores_gemma":[0.0003562713,0.0002564039,0.0002678848,0.0001756353,0.0004837176,0.0005974182,0.0004435084,0.001022763,0.001781402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000969201,"about_ca_system_score_gemma":0.0009032407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009871654,"about_ca_topic_score_gemma":0.002826044,"domain_scores_codex":[0.9996275,0.00003649174,0.00002245525,0.00007169458,0.0002036008,0.00003823787],"domain_scores_gemma":[0.999648,0.00005398113,0.00005999159,0.00003377296,0.0001301836,0.00007414101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007850602,0.00002508122,0.0002602892,0.0001475091,0.00000918087,0.00007668523,0.00006295371,0.0001905799,0.9761758,0.005095459,0.001746286,0.01613161],"study_design_scores_gemma":[0.00001422519,0.0001681026,0.000548186,0.00002133903,0.00001517812,0.0001971169,0.00003695919,0.0005359146,0.9464505,0.0006771711,0.05132233,0.00001280742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6234846,0.05336503,0.1093851,0.01516646,0.004416959,0.0004823609,0.001460501,0.002062857,0.190176],"genre_scores_gemma":[0.756015,0.01243003,0.07126142,0.002335169,0.0002223385,0.0001651586,0.001377671,0.0003928249,0.1558005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025475,"threshold_uncertainty_score":0.0134666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291598564745573,"score_gpt":0.3000799062252286,"score_spread":0.1709200497506713,"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."}}