{"id":"W4366502803","doi":"10.11159/iceptp23.154","title":"Tio2 Photocatalytic Biocidal Activity on Escherichia Coli and On Aspergillus Niger under Different Methodological Conditions","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Région Occitanie Pyrénées-Méditerranée","keywords":"Aspergillus niger; Escherichia coli; Photocatalysis; Microbiology; Chemistry; Pulp and paper industry; Food science; Biology; Organic chemistry; Biochemistry; Engineering; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002332163,0.0003157844,0.0002087694,0.0002458852,0.0001614526,0.0002943899,0.0001811258,0.0003631368,0.0006222421],"category_scores_gemma":[0.0002718631,0.0001334256,0.0003110064,0.0002884648,0.0001424351,0.0001476536,0.0001478417,0.0003103047,0.0001662577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626064,"about_ca_system_score_gemma":0.0001781323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017276,"about_ca_topic_score_gemma":0.002423149,"domain_scores_codex":[0.9996945,0.00006596764,0.00004483082,0.00006508896,0.00007581174,0.00005392298],"domain_scores_gemma":[0.9998313,0.00004927228,0.00003753424,0.00001610709,0.00005307177,0.00001265302],"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":[0.00006060445,0.0000236957,0.000200568,0.00003979403,0.000004376615,0.0000215159,0.00002368493,0.00006894676,0.9989833,0.00001652176,0.00001361397,0.0005433843],"study_design_scores_gemma":[0.000004505955,0.0004356462,0.003571394,0.000008160902,0.00001770495,0.00005620936,0.00005610632,0.0004046333,0.9950412,0.00001587272,0.0003826203,0.000006048738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968305,0.0007529901,0.0008838496,0.00003585814,0.00002017923,0.00002206724,0.0003090115,0.00001741158,0.001128079],"genre_scores_gemma":[0.9945877,0.0009250496,0.002803914,0.00003720552,0.00001079029,0.00005406998,0.000349709,0.000009482111,0.001222115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017276,"threshold_uncertainty_score":0.004011035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565417943270556,"score_gpt":0.2301450848573658,"score_spread":0.2144909054246602,"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."}}