{"id":"W6950424887","doi":"10.5281/zenodo.8154608","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":"Plant Water Relations and Carbon Dynamics","field":"Environmental 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":[0.0008026437,0.0005815962,0.0003166373,0.0004020875,0.0004716316,0.0009286211,0.0003007683,0.0009624134,0.005348522],"category_scores_gemma":[0.0003950472,0.0002621223,0.000313789,0.0002346364,0.0004408823,0.0007308011,0.0005554215,0.001070905,0.002274489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109401,"about_ca_system_score_gemma":0.0008683197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469877,"about_ca_topic_score_gemma":0.003425586,"domain_scores_codex":[0.9996663,0.0000331856,0.00001807042,0.00006570842,0.0001765237,0.0000402264],"domain_scores_gemma":[0.9995958,0.00005757454,0.00005671491,0.00003782224,0.0001731987,0.00007897594],"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":[0.00009744231,0.00003523722,0.0003552775,0.0001821497,0.00001043915,0.00006577136,0.0000532995,0.0003554961,0.9714383,0.003956234,0.002068113,0.02138225],"study_design_scores_gemma":[0.00001445905,0.0001905035,0.0008028377,0.00002475167,0.00001776388,0.0001710324,0.000039655,0.0008124389,0.9242613,0.0008384115,0.07281018,0.00001669102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5995379,0.06410769,0.1261756,0.0158696,0.004643131,0.0005743037,0.00267396,0.001859098,0.1845587],"genre_scores_gemma":[0.7341163,0.01522058,0.08367375,0.002587987,0.0002431885,0.0002186893,0.002189436,0.0004685449,0.1612816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005348522,"threshold_uncertainty_score":0.0178926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07553006620009997,"score_gpt":0.2661139880811821,"score_spread":0.1905839218810822,"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."}}