{"id":"W6894141779","doi":"10.5281/zenodo.8154629","title":"Next Generation BiOactiVe NAnocoatings - NOVA Les scientifiques et les industriels s'unissent pour développer la future génération de technologies de revêtement antimicrobien permettant de créer des environnements plus sains","year":2023,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"HORIZON EUROPE Framework Programme","keywords":"Nova (rocket); Context (archaeology); Emerging technologies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002607578,0.0003098328,0.0002470365,0.0005213435,0.003153547,0.001777393,0.0007605455,0.0004293745,0.003318258],"category_scores_gemma":[0.000711337,0.0003398232,0.0001087227,0.001214502,0.0004968211,0.0005892921,0.001018824,0.0006191286,0.001386739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132565,"about_ca_system_score_gemma":0.00007501154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006763002,"about_ca_topic_score_gemma":0.00004493464,"domain_scores_codex":[0.9962818,0.001406741,0.0004547527,0.0006628907,0.0004046134,0.0007892028],"domain_scores_gemma":[0.9986249,0.00004979403,0.0002508708,0.0004704161,0.0004470142,0.000156981],"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":[0.00004114654,0.0002765869,0.0001320885,0.0001615311,0.0001668826,0.00004603112,0.01150494,0.00426664,0.7561707,0.01185834,0.08411336,0.1312618],"study_design_scores_gemma":[0.0005922044,0.0001489495,0.001613839,0.0002152326,0.00008121543,0.0000781758,0.01355603,0.0131123,0.2407513,0.0002457369,0.7291974,0.0004075278],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543297,0.0008907742,0.01755984,0.01237837,0.0002178576,0.001001912,0.0003480698,0.001358478,0.01191505],"genre_scores_gemma":[0.978258,0.004963228,0.00476456,0.000184879,0.0003268854,0.000001170705,0.002889888,0.001019593,0.007591798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450841,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109455664432817,"score_gpt":0.2918377873674313,"score_spread":0.1823821229346143,"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."}}